--- title: ChangeLog | Developer Documentation --- ## \[2026-03-16] ### llama-index-agent-agentmesh \[0.2.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-agent-azure \[0.3.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-callbacks-agentops \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-callbacks-argilla \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-callbacks-arize-phoenix \[0.7.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-callbacks-honeyhive \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) ### llama-index-callbacks-langfuse \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-callbacks-literalai \[1.4.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-callbacks-openinference \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-callbacks-opik \[1.3.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-callbacks-promptlayer \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-callbacks-uptrain \[0.6.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-callbacks-wandb \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-core \[0.14.18] - feat: align text match filters across core and vector backends ([#20883](https://github.com/run-llama/llama_index/pull/20883)) - fix(chat\_engine): preserve chat history on incomplete stream consumption ([#20897](https://github.com/run-llama/llama_index/pull/20897)) - fix: guard against ZeroDivisionError in LlamaDebugHandler.\_get\_time\_stats\_from\_event\_pairs ([#20937](https://github.com/run-llama/llama_index/pull/20937)) - fix: add stacklevel=2 to warnings.warn() for accurate caller reporting ([#20939](https://github.com/run-llama/llama_index/pull/20939)) - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) - Release 0.14.17 ([#20957](https://github.com/run-llama/llama_index/pull/20957)) - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - fix: use `apostprocess_nodes()` in async retrieval paths ([#20974](https://github.com/run-llama/llama_index/pull/20974)) - fix (test) : use >= 1 to avoid racy `stream_chat` memory assertion ([#20980](https://github.com/run-llama/llama_index/pull/20980)) - fix(core): preserve response metadata in `async _aretrieve_from_object` ([#20995](https://github.com/run-llama/llama_index/pull/20995)) - fix: preserve non-ASCII schema descriptions in `PydanticOutputParser` ([#21016](https://github.com/run-llama/llama_index/pull/21016)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) - fix(core): structured\_predict() returns default values for single-field models ([#21025](https://github.com/run-llama/llama_index/pull/21025)) - fix openai mimetype guess ([#21030](https://github.com/run-llama/llama_index/pull/21030)) ### llama-index-embeddings-adapter \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-alephalpha \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-alibabacloud-aisearch \[0.4.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-anyscale \[0.5.1] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-embeddings-autoembeddings \[0.3.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-azure-inference \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-azure-openai \[0.5.1] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-embeddings-baseten \[0.2.1] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-embeddings-bedrock \[0.8.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-clarifai \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-clip \[0.6.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-cloudflare-workersai \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-cohere \[0.8.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-dashscope \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-databricks \[0.5.1] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-embeddings-deepinfra \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-elasticsearch \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-fastembed \[0.6.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-fireworks \[0.5.1] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-embeddings-gaudi \[0.4.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-gigachat \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-google-genai \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-heroku \[0.2.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-huggingface \[0.7.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-huggingface-api \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-huggingface-openvino \[0.7.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-huggingface-optimum-intel \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-instructor \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-isaacus \[0.2.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-jinaai \[0.6.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-langchain \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-litellm \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-llamafile \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-llm-rails \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-mistralai \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-modelscope \[0.6.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) ### llama-index-embeddings-nebius \[0.5.1] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-embeddings-opea \[0.3.1] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-embeddings-openai-like \[0.3.1] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-embeddings-upstage \[0.6.1] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-indices-managed-lancedb \[0.3.1] - drop the mutable default in **init** ([#20998](https://github.com/run-llama/llama_index/pull/20998)) ### llama-index-instrumentation \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-llms-anthropic \[0.11.1] - Bugfix: Pydantic validation error in AnthropicCompletionResponse ([#21027](https://github.com/run-llama/llama_index/pull/21027)) ### llama-index-llms-anyscale \[0.5.1] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-llms-azure-openai \[0.5.1] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-llms-baseten \[0.2.1] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-llms-bedrock-converse \[0.14.2] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) - feat(bedrock-converse): Set context window size to 1M for Opus 4.6 & Sonnet 4.6 ([#20982](https://github.com/run-llama/llama_index/pull/20982)) ### llama-index-llms-deepinfra \[0.6.1] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-llms-everlyai \[0.5.1] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-llms-fireworks \[0.5.1] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-llms-keywordsai \[1.2.1] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-llms-monsterapi \[0.5.1] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-llms-openai \[0.7.2] - fix openai document block format ([#20975](https://github.com/run-llama/llama_index/pull/20975)) - feat(openai): add support for GPT-5.4 and GPT-5.4-pro models ([#20976](https://github.com/run-llama/llama_index/pull/20976)) ### llama-index-llms-openai-like \[0.7.1] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-llms-ovhcloud \[0.2.1] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-llms-perplexity \[0.5.1] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-llms-portkey \[0.5.1] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-llms-upstage \[0.8.1] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-llms-yi \[0.5.1] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-packs-agent-search-retriever \[0.5.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-amazon-product-extraction \[0.5.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-arize-phoenix-query-engine \[0.5.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-auto-merging-retriever \[0.6.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-code-hierarchy \[0.7.1] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-cohere-citation-chat \[0.6.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-deeplake-deepmemory-retriever \[0.5.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-deeplake-multimodal-retrieval \[0.4.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) ### llama-index-packs-dense-x-retrieval \[0.6.1] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-diff-private-simple-dataset \[0.5.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-evaluator-benchmarker \[0.5.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-fusion-retriever \[0.6.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-fuzzy-citation \[0.5.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-gmail-openai-agent \[0.5.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-koda-retriever \[0.5.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-llama-dataset-metadata \[0.5.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-llama-guard-moderator \[0.5.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-llava-completion \[0.5.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-longrag \[0.6.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-mixture-of-agents \[0.5.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-multi-tenancy-rag \[0.6.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-multidoc-autoretrieval \[0.5.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-nebulagraph-query-engine \[0.6.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-neo4j-query-engine \[0.5.1] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-node-parser-semantic-chunking \[0.5.1] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-ollama-query-engine \[0.6.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-panel-chatbot \[0.5.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-raft-dataset \[0.5.1] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-rag-evaluator \[0.5.1] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-ragatouille-retriever \[0.6.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-raptor \[0.4.1] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) ### llama-index-packs-recursive-retriever \[0.8.1] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-resume-screener \[0.10.1] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-retry-engine-weaviate \[0.6.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-searchain \[0.3.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-self-discover \[0.5.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-self-rag \[0.5.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-sentence-window-retriever \[0.6.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-snowflake-query-engine \[0.6.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-stock-market-data-query-engine \[0.6.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-streamlit-chatbot \[0.5.2] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) ### llama-index-packs-sub-question-weaviate \[0.5.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-timescale-vector-autoretrieval \[0.5.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) - chore(deps): bump the uv group across 42 directories with 2 updates ([#21020](https://github.com/run-llama/llama_index/pull/21020)) ### llama-index-packs-trulens-eval-packs \[0.4.1] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) - chore(deps): bump langchain-community from 0.0.38 to 0.3.27 in /llama-index-packs/llama-index-packs-trulens-eval-packs ([#20983](https://github.com/run-llama/llama_index/pull/20983)) - chore(deps): bump the uv group across 43 directories with 5 updates ([#20988](https://github.com/run-llama/llama_index/pull/20988)) ### llama-index-postprocessor-google-rerank \[0.1.0] - feat(postprocessor): add Google Discovery Engine rerank integration ([#20893](https://github.com/run-llama/llama_index/pull/20893)) ### llama-index-readers-gcs \[0.6.1] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-readers-github \[0.11.2] - fix(github-reader): replace run\_until\_complete with asyncio\_run for async compatibility ([#20963](https://github.com/run-llama/llama_index/pull/20963)) - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-readers-joplin \[0.6.1] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-readers-mbox \[0.6.1] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-readers-microsoft-sharepoint \[0.9.1] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-readers-obsidian \[0.7.1] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-readers-pandas-ai \[0.6.1] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-readers-pebblo \[0.6.1] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-readers-s3 \[0.6.1] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-readers-service-now \[0.3.0] - chore(deps): bump the uv group across 51 directories with 3 updates ([#20962](https://github.com/run-llama/llama_index/pull/20962)) ### llama-index-retrievers-bm25 \[0.7.1] - fix: handle empty corpus after metadata filtering in BM25Retriever ([#20926](https://github.com/run-llama/llama_index/pull/20926)) ### llama-index-storage-docstore-postgres \[0.5.0] - Expose Postgres KVStore engine settings for timeouts (fix #15888) ([#20951](https://github.com/run-llama/llama_index/pull/20951)) ### llama-index-storage-kvstore-postgres \[0.5.0] - Expose Postgres KVStore engine settings for timeouts (fix #15888) ([#20951](https://github.com/run-llama/llama_index/pull/20951)) ### llama-index-tools-google \[0.7.1] - feat(google-tools): support service account and cloud auth for Calendar and Gmail ([#20879](https://github.com/run-llama/llama_index/pull/20879)) ### llama-index-vector-stores-couchbase \[0.7.1] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-vector-stores-mongodb \[0.10.1] - vbump all the things ([#20978](https://github.com/run-llama/llama_index/pull/20978)) ### llama-index-vector-stores-opensearch \[1.2.0] - feat: align text match filters across core and vector backends ([#20883](https://github.com/run-llama/llama_index/pull/20883)) ### llama-index-vector-stores-postgres \[0.8.1] - feat(postgres): add MMR (Maximal Marginal Relevance) query support ([#20860](https://github.com/run-llama/llama_index/pull/20860)) ### llama-index-vector-stores-qdrant \[0.10.0] - feat: align text match filters across core and vector backends ([#20883](https://github.com/run-llama/llama_index/pull/20883)) ### llama-index-vector-stores-solr \[0.2.0] - feat: align text match filters across core and vector backends ([#20883](https://github.com/run-llama/llama_index/pull/20883)) - fix: correct typo ‘compatability’ to ‘compatibility’ in Solr client ([#21029](https://github.com/run-llama/llama_index/pull/21029)) ## \[2026-03-12] ### llama-index-agent-agentmesh \[0.2.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-agent-azure \[0.3.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-callbacks-agentops \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-callbacks-argilla \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-callbacks-arize-phoenix \[0.7.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-callbacks-honeyhive \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-callbacks-langfuse \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-callbacks-literalai \[1.4.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-callbacks-openinference \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-callbacks-opik \[1.3.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-callbacks-promptlayer \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-callbacks-uptrain \[0.6.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-callbacks-wandb \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-core \[0.14.17] - feat: align text match filters across core and vector backends ([#20883](https://github.com/run-llama/llama_index/pull/20883)) - fix(chat\_engine): preserve chat history on incomplete stream consumption ([#20897](https://github.com/run-llama/llama_index/pull/20897)) - fix: guard against ZeroDivisionError in LlamaDebugHandler.\_get\_time\_stats\_from\_event\_pairs ([#20937](https://github.com/run-llama/llama_index/pull/20937)) - fix: add stacklevel=2 to warnings.warn() for accurate caller reporting ([#20939](https://github.com/run-llama/llama_index/pull/20939)) - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-adapter \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-alephalpha \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-alibabacloud-aisearch \[0.4.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-anyscale \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-autoembeddings \[0.3.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-azure-inference \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-azure-openai \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-baseten \[0.2.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-bedrock \[0.8.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-clarifai \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-clip \[0.6.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-cloudflare-workersai \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-cohere \[0.8.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-dashscope \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-databricks \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-deepinfra \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-elasticsearch \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-fastembed \[0.6.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-fireworks \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-gaudi \[0.4.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-gigachat \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-google-genai \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-heroku \[0.2.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-huggingface \[0.7.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-huggingface-api \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-huggingface-openvino \[0.7.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-huggingface-optimum-intel \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-instructor \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-isaacus \[0.2.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-jinaai \[0.6.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-langchain \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-litellm \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-llamafile \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-llm-rails \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-embeddings-mistralai \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-instrumentation \[0.5.0] - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956)) ### llama-index-vector-stores-opensearch \[1.2.0] - feat: align text match filters across core and vector backends ([#20883](https://github.com/run-llama/llama_index/pull/20883)) ### llama-index-vector-stores-qdrant \[0.10.0] - feat: align text match filters across core and vector backends ([#20883](https://github.com/run-llama/llama_index/pull/20883)) ### llama-index-vector-stores-solr \[0.2.0] - feat: align text match filters across core and vector backends ([#20883](https://github.com/run-llama/llama_index/pull/20883)) ## \[2026-03-10] ### llama-index-core \[0.14.16] - Add token-bucket rate limiter for LLM and embedding API calls ([#20712](https://github.com/run-llama/llama_index/pull/20712)) - Fix/20706 chonkie init doc ([#20713](https://github.com/run-llama/llama_index/pull/20713)) - fix: pass tool\_choice through FunctionCallingProgram ([#20740](https://github.com/run-llama/llama_index/pull/20740)) - feat: Multimodal LLMReranker ([#20743](https://github.com/run-llama/llama_index/pull/20743)) - feat: add optional embed\_model to SemanticDoubleMergingSplitterNodeParser ([#20748](https://github.com/run-llama/llama_index/pull/20748)) - fix(core): preserve doc\_id in legacy\_json\_to\_doc ([#20750](https://github.com/run-llama/llama_index/pull/20750)) - fix: async retry backoff to avoid blocking event loop ([#20764](https://github.com/run-llama/llama_index/pull/20764)) - Fix additionalProperties in auto-generated KG schema models ([#20768](https://github.com/run-llama/llama_index/pull/20768)) - fix: respect db\_schema when custom async\_engine is provided ([#20779](https://github.com/run-llama/llama_index/pull/20779)) - fix(core): replace blocking `run_async_tasks` with `asyncio.gather` ([#20795](https://github.com/run-llama/llama_index/pull/20795)) - feat(rate\_limiter): add SlidingWindowRateLimiter for strict per-minute caps ([#20799](https://github.com/run-llama/llama_index/pull/20799)) - fix(core): preserve `docstore_strategy` across pipeline runs when no vector store is attached ([#20824](https://github.com/run-llama/llama_index/pull/20824)) - Fix FunctionTool not respecting pydantic Field defaults ([#20839](https://github.com/run-llama/llama_index/pull/20839)) - Fix MarkdownElementNodeParser to extract code blocks ([#20840](https://github.com/run-llama/llama_index/pull/20840)) - security: add RestrictedUnpickler to SimpleObjectNodeMapping (CWE-502) ([#20857](https://github.com/run-llama/llama_index/pull/20857)) - feat: extend vector store metadata filters ([#20861](https://github.com/run-llama/llama_index/pull/20861)) - fix(react): pass system\_prompt to ReActChatFormatter template ([#20873](https://github.com/run-llama/llama_index/pull/20873)) - refactor: deprecate asyncio\_module in favour of get\_asyncio\_module ([#20902](https://github.com/run-llama/llama_index/pull/20902)) - fix(core): partial-failure handling in SubQuestionQueryEngine ([#20905](https://github.com/run-llama/llama_index/pull/20905)) - fix: add bounds check to prevent infinite loop in ChatMemoryBuffer.get() ([#20914](https://github.com/run-llama/llama_index/pull/20914)) - fix: ensure streaming flag reset on exception in CondenseQuestionChatEngine ([#20915](https://github.com/run-llama/llama_index/pull/20915)) - fix: pass through run id correctly ([#20928](https://github.com/run-llama/llama_index/pull/20928)) ### llama-index-embeddings-bedrock \[0.7.4] - fix: raise ValueError when ‘model’ is passed instead of ‘model\_name’ in BedrockEmbedding ([#20836](https://github.com/run-llama/llama_index/pull/20836)) ### llama-index-embeddings-openai \[0.5.2] - Respect Retry-After header in OpenAI retry decorator ([#20813](https://github.com/run-llama/llama_index/pull/20813)) ### llama-index-embeddings-upstage \[0.5.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-graph-stores-neo4j \[0.6.0] - Add Neo4j user agent ([#20827](https://github.com/run-llama/llama_index/pull/20827)) - feat(neo4j): add apoc\_sample parameter for large database schema introspection ([#20859](https://github.com/run-llama/llama_index/pull/20859)) ### llama-index-instrumentation \[0.4.3] - otel instrumentation enhancements ([#20816](https://github.com/run-llama/llama_index/pull/20816)) ### llama-index-llms-anthropic \[0.10.11] - Add User-Agent header for Anthropic API calls ([#20771](https://github.com/run-llama/llama_index/pull/20771)) - fix: apply cache\_control only to last block to respect Anthropic’s 4-block limit ([#20875](https://github.com/run-llama/llama_index/pull/20875)) ### llama-index-llms-azure-inference \[0.6.0] - fix(azure-inference): properly manage async client lifecycle to prevent unclosed sessions ([#20885](https://github.com/run-llama/llama_index/pull/20885)) ### llama-index-llms-bedrock-converse \[0.13.0] - fix(bedrock-converse): Improve handling of reasoningContent in responses from Converse & ConverStream requests ([#20853](https://github.com/run-llama/llama_index/pull/20853)) ### llama-index-llms-langchain \[0.7.2] - fix: bump ver to trigger llama-index-llms-langchain integration release ([#20751](https://github.com/run-llama/llama_index/pull/20751)) ### llama-index-llms-mistralai \[0.10.0.post2] - Fix mistralai pkg version bump ([#20776](https://github.com/run-llama/llama_index/pull/20776)) - fix: update Mistral package Python requirement ([#20777](https://github.com/run-llama/llama_index/pull/20777)) ### llama-index-llms-modelslab \[0.1.0] - feat: Add ModelsLab LLM integration (llama-index-llms-modelslab) ([#20731](https://github.com/run-llama/llama_index/pull/20731)) ### llama-index-llms-openai \[0.6.26] - fix-openai-toolcall-after-thinking #20333 ([#20725](https://github.com/run-llama/llama_index/pull/20725)) - fix: forward allow\_parallel\_tool\_calls for OpenAI chat completions ([#20744](https://github.com/run-llama/llama_index/pull/20744)) - feat: gpt-5-chat support ([#20774](https://github.com/run-llama/llama_index/pull/20774)) - feat: support reasoning\_content in OpenAI Chat Completions ([#20786](https://github.com/run-llama/llama_index/pull/20786)) - nit: add openai model name ([#20800](https://github.com/run-llama/llama_index/pull/20800)) - fix: Use constrained decoding for OpenAIResponses structured\_predict ([#20808](https://github.com/run-llama/llama_index/pull/20808)) - Respect Retry-After header in OpenAI retry decorator ([#20813](https://github.com/run-llama/llama_index/pull/20813)) - fix openai tool calls ([#20831](https://github.com/run-llama/llama_index/pull/20831)) - fix: strip parallel\_tool\_calls for reasoning models ([#20866](https://github.com/run-llama/llama_index/pull/20866)) ### llama-index-node-parser-chonkie \[0.1.2] - Fix/20706 chonkie init doc ([#20713](https://github.com/run-llama/llama_index/pull/20713)) ### llama-index-observability-otel \[0.5.1] - feat: add extra span processors to register within the otel tracer ([#20747](https://github.com/run-llama/llama_index/pull/20747)) - feat: pass a custom tracer provider ([#20765](https://github.com/run-llama/llama_index/pull/20765)) - feat: add inheritance for external context ([#20788](https://github.com/run-llama/llama_index/pull/20788)) - otel instrumentation enhancements ([#20816](https://github.com/run-llama/llama_index/pull/20816)) ### llama-index-packs-agent-search-retriever \[0.4.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-amazon-product-extraction \[0.4.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-arize-phoenix-query-engine \[0.4.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) - chore(deps): bump the uv group across 6 directories with 2 updates ([#20856](https://github.com/run-llama/llama_index/pull/20856)) ### llama-index-packs-auto-merging-retriever \[0.5.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-code-hierarchy \[0.6.1] - chore(deps): bump the uv group across 8 directories with 2 updates ([#20758](https://github.com/run-llama/llama_index/pull/20758)) - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) - bump the uv group across 9 directories with 2 updates ([#20798](https://github.com/run-llama/llama_index/pull/20798)) - chore(deps): bump the uv group across 6 directories with 2 updates ([#20856](https://github.com/run-llama/llama_index/pull/20856)) ### llama-index-packs-cohere-citation-chat \[0.5.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-deeplake-deepmemory-retriever \[0.4.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-deeplake-multimodal-retrieval \[0.3.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-dense-x-retrieval \[0.5.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-diff-private-simple-dataset \[0.4.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-evaluator-benchmarker \[0.4.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-fusion-retriever \[0.5.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-fuzzy-citation \[0.4.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-gmail-openai-agent \[0.4.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-koda-retriever \[0.4.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-llama-dataset-metadata \[0.4.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-llama-guard-moderator \[0.4.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-llava-completion \[0.4.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-longrag \[0.5.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-mixture-of-agents \[0.4.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-multi-tenancy-rag \[0.5.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-multidoc-autoretrieval \[0.4.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-nebulagraph-query-engine \[0.5.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-neo4j-query-engine \[0.5.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) - feat(neo4j): add apoc\_sample parameter for large database schema introspection ([#20859](https://github.com/run-llama/llama_index/pull/20859)) ### llama-index-packs-node-parser-semantic-chunking \[0.4.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-ollama-query-engine \[0.5.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-panel-chatbot \[0.4.1] - chore(deps): bump the uv group across 8 directories with 2 updates ([#20758](https://github.com/run-llama/llama_index/pull/20758)) - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) - bump the uv group across 9 directories with 2 updates ([#20798](https://github.com/run-llama/llama_index/pull/20798)) - chore(deps): bump the uv group across 6 directories with 2 updates ([#20856](https://github.com/run-llama/llama_index/pull/20856)) ### llama-index-packs-raft-dataset \[0.4.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-rag-evaluator \[0.4.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-ragatouille-retriever \[0.5.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-raptor \[0.4.1] - chore(deps): bump the uv group across 8 directories with 2 updates ([#20758](https://github.com/run-llama/llama_index/pull/20758)) - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) - bump the uv group across 9 directories with 2 updates ([#20798](https://github.com/run-llama/llama_index/pull/20798)) ### llama-index-packs-recursive-retriever \[0.7.1] - chore(deps): bump the uv group across 8 directories with 2 updates ([#20758](https://github.com/run-llama/llama_index/pull/20758)) - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) - bump the uv group across 9 directories with 2 updates ([#20798](https://github.com/run-llama/llama_index/pull/20798)) - chore(deps): bump the uv group across 6 directories with 2 updates ([#20856](https://github.com/run-llama/llama_index/pull/20856)) ### llama-index-packs-resume-screener \[0.9.3] - chore(deps): bump the uv group across 8 directories with 2 updates ([#20758](https://github.com/run-llama/llama_index/pull/20758)) - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) - bump the uv group across 9 directories with 2 updates ([#20798](https://github.com/run-llama/llama_index/pull/20798)) - chore(deps): bump the uv group across 6 directories with 2 updates ([#20856](https://github.com/run-llama/llama_index/pull/20856)) ### llama-index-packs-retry-engine-weaviate \[0.5.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-searchain \[0.2.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-self-discover \[0.4.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-self-rag \[0.4.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-sentence-window-retriever \[0.5.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-snowflake-query-engine \[0.5.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-stock-market-data-query-engine \[0.5.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-streamlit-chatbot \[0.5.2] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-sub-question-weaviate \[0.4.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-timescale-vector-autoretrieval \[0.4.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-packs-trulens-eval-packs \[0.4.1] - chore(deps): bump the uv group across 47 directories with 3 updates ([#20793](https://github.com/run-llama/llama_index/pull/20793)) ### llama-index-postprocessor-cohere-rerank \[0.7.0] - Update CohereRerank to ClientV2 to enable V4 rerankers ([#20778](https://github.com/run-llama/llama_index/pull/20778)) ### llama-index-readers-github \[0.10.0] - bump the uv group across 9 directories with 2 updates ([#20798](https://github.com/run-llama/llama_index/pull/20798)) ### llama-index-readers-igpt-email \[0.1.0] - feat: Add iGPT Email Intelligence tool and reader integrations ([#20727](https://github.com/run-llama/llama_index/pull/20727)) ### llama-index-readers-microsoft-sharepoint \[0.8.1] - fix: set \_drive\_id\_endpoint before early return in SharePointReader.\_get\_drive\_id ([#20837](https://github.com/run-llama/llama_index/pull/20837)) ### llama-index-readers-preprocess \[0.5.0] - Deprecate Preprocess reader: service discontinued ([#20759](https://github.com/run-llama/llama_index/pull/20759)) ### llama-index-readers-screenpipe \[0.1.0] - feat: add Screenpipe reader integration for screen OCR and audio tran… ([#20789](https://github.com/run-llama/llama_index/pull/20789)) ### llama-index-storage-chat-store-opensearch \[0.1.0] - feat: add OpenSearch chat store integration ([#20796](https://github.com/run-llama/llama_index/pull/20796)) ### llama-index-storage-chat-store-redis \[0.6.0] - perf(redis-chat-store): Use Pydantic directly for ChatMessage serialization & deserialization ([#20931](https://github.com/run-llama/llama_index/pull/20931)) ### llama-index-tools-aws-bedrock-agentcore \[0.2.0] - feat(tools): add browser management and code interpreter lifecycle to AWS Bedrock AgentCore ([#20811](https://github.com/run-llama/llama_index/pull/20811)) ### llama-index-tools-igpt-email \[0.1.0] - feat: Add iGPT Email Intelligence tool and reader integrations ([#20727](https://github.com/run-llama/llama_index/pull/20727)) ### llama-index-tools-mcp \[0.4.8] - fix: handle enum types in \_resolve\_union\_option for Literal unions ([#20780](https://github.com/run-llama/llama_index/pull/20780)) ### llama-index-tools-moss \[0.2.0] - fix: Moss integration bug with QueryOptions ([#20815](https://github.com/run-llama/llama_index/pull/20815)) ### llama-index-tools-seltz \[0.2.0] - feat(seltz): update Seltz integration to SDK 0.2.0 ([#20906](https://github.com/run-llama/llama_index/pull/20906)) ### llama-index-vector-stores-azureaisearch \[0.4.5] - fix(azureaisearch): raise on unsupported query modes ([#20846](https://github.com/run-llama/llama_index/pull/20846)) ### llama-index-vector-stores-lancedb \[0.4.5] - fix(lancedb): paginate table existence checks ([#20841](https://github.com/run-llama/llama_index/pull/20841)) ### llama-index-vector-stores-lantern \[0.4.2] - fix(lantern,yugabytedb): remove deprecated sessionmaker.close\_all() from close() ([#20884](https://github.com/run-llama/llama_index/pull/20884)) ### llama-index-vector-stores-neo4jvector \[0.5.3] - Add Neo4j user agent ([#20827](https://github.com/run-llama/llama_index/pull/20827)) ### llama-index-vector-stores-opensearch \[1.1.1] - fix(opensearch): defer OpensearchVectorClient index creation to first use ([#20849](https://github.com/run-llama/llama_index/pull/20849)) - fix(opensearch): track client ownership and clean up unclosed sessions ([#20903](https://github.com/run-llama/llama_index/pull/20903)) ### llama-index-vector-stores-qdrant \[0.9.2] - fix(qdrant): prevent alpha=0.0 from incorrectly falling back to 0.5 ([#20880](https://github.com/run-llama/llama_index/pull/20880)) ### llama-index-vector-stores-weaviate \[1.5.0] - fix: coerce Weaviate MetadataFilter values to match collection schema types ([#20730](https://github.com/run-llama/llama_index/pull/20730)) ### llama-index-vector-stores-yugabytedb \[0.5.5] - fix(lantern,yugabytedb): remove deprecated sessionmaker.close\_all() from close() ([#20884](https://github.com/run-llama/llama_index/pull/20884)) ## \[2026-02-18] ### llama-index-agent-agentmesh \[0.1.0] - \[Integration] AgentMesh: Trust Layer for LlamaIndex Agents ([#20644](https://github.com/run-llama/llama_index/pull/20644)) ### llama-index-core \[0.14.15] - Support basic operations for multimodal types ([#20640](https://github.com/run-llama/llama_index/pull/20640)) - Feat recursive llm type support ([#20642](https://github.com/run-llama/llama_index/pull/20642)) - fix: remove redundant metadata\_seperator field from TextNode ([#20649](https://github.com/run-llama/llama_index/pull/20649)) - fix(tests): update mock prompt type in mock\_prompts.py ([#20661](https://github.com/run-llama/llama_index/pull/20661)) - Feat multimodal template var formatting ([#20682](https://github.com/run-llama/llama_index/pull/20682)) - Feat multimodal prompt templates ([#20683](https://github.com/run-llama/llama_index/pull/20683)) - Feat multimodal chat prompt helper ([#20684](https://github.com/run-llama/llama_index/pull/20684)) - Add retry and error handling to BaseExtractor ([#20693](https://github.com/run-llama/llama_index/pull/20693)) - ensure at least one message/content block is returned by the old memory ([#20729](https://github.com/run-llama/llama_index/pull/20729)) ### llama-index-embeddings-ibm \[0.6.0.post1] - chore: Remove persistent\_connection parameter support, update ([#20714](https://github.com/run-llama/llama_index/pull/20714)) - docs: Update IBM docs ([#20718](https://github.com/run-llama/llama_index/pull/20718)) ### llama-index-llms-anthropic \[0.10.9] - Sonnet 4-6 addition ([#20723](https://github.com/run-llama/llama_index/pull/20723)) ### llama-index-llms-bedrock-converse \[0.12.10] - fix(bedrock-converse): ensure thinking\_delta is populated in all chat modes ([#20664](https://github.com/run-llama/llama_index/pull/20664)) - feat(bedrock-converse): Add support for Claude Sonnet 4.6 ([#20726](https://github.com/run-llama/llama_index/pull/20726)) ### llama-index-llms-ibm \[0.7.0.post1] - chore: Remove persistent\_connection parameter support, update ([#20714](https://github.com/run-llama/llama_index/pull/20714)) - docs: Update IBM docs ([#20718](https://github.com/run-llama/llama_index/pull/20718)) ### llama-index-llms-mistralai \[0.10.0] - Rrubini/mistral azure sdk ([#20668](https://github.com/run-llama/llama_index/pull/20668)) ### llama-index-llms-oci-data-science \[1.0.0] - Add support for new OCI DataScience endpoint /predictWithStream for streaming use case ([#20545](https://github.com/run-llama/llama_index/pull/20545)) ### llama-index-observability-otel \[0.3.0] - improve otel data serialization by flattening dicts ([#20719](https://github.com/run-llama/llama_index/pull/20719)) - feat: support custom span processor; refactor: use llama-index-instrumentation instead of llama-index-core ([#20732](https://github.com/run-llama/llama_index/pull/20732)) ### llama-index-program-evaporate \[0.5.2] - Sandbox LLM-generated code execution in EvaporateExtractor ([#20676](https://github.com/run-llama/llama_index/pull/20676)) ### llama-index-readers-bitbucket \[0.4.2] - fix: replace mutable default argument in load\_all\_file\_paths ([#20698](https://github.com/run-llama/llama_index/pull/20698)) ### llama-index-readers-github \[0.10.0] - feat: Enhance GitHubRepoReader with selective file fetching and deduplication (Issue #20471) ([#20550](https://github.com/run-llama/llama_index/pull/20550)) ### llama-index-readers-layoutir \[0.1.1] - feat: Add LayoutIR reader integration ([#20708](https://github.com/run-llama/llama_index/pull/20708)) - fix(layoutir): hotfix for output\_dir crash and Block extraction (#20708 follow-up) ([#20715](https://github.com/run-llama/llama_index/pull/20715)) - fix(layoutir): restrict requires-python to >=3.12 to match layoutir dependency ([#20733](https://github.com/run-llama/llama_index/pull/20733)) ### llama-index-readers-microsoft-sharepoint \[0.8.0] - Add pagination support for Microsoft Graph API calls in SharePoint reader ([#20704](https://github.com/run-llama/llama_index/pull/20704)) ### llama-index-readers-whatsapp \[0.4.2] - fix: Update WhatsAppChatLoader to retrieve DataFrame in pandas format ([#20722](https://github.com/run-llama/llama_index/pull/20722)) ### llama-index-tools-mcp \[0.4.7] - feat: propagate partial\_params to get\_tools\_from\_mcp utils ([#20669](https://github.com/run-llama/llama_index/pull/20669)) ### llama-index-vector-stores-faiss \[0.5.3] - Replace eval() with json.loads in FaissMapVectorStore persistence ([#20675](https://github.com/run-llama/llama_index/pull/20675)) ### llama-index-vector-stores-milvus \[1.0.0] - Fix: remove ORM Collection mix-usage with MilvusClient in Milvus vector store ([#20687](https://github.com/run-llama/llama_index/pull/20687)) ## \[2026-02-18] ### llama-index-agent-agentmesh \[0.1.0] - \[Integration] AgentMesh: Trust Layer for LlamaIndex Agents ([#20644](https://github.com/run-llama/llama_index/pull/20644)) ### llama-index-core \[0.14.15] - Support basic operations for multimodal types ([#20640](https://github.com/run-llama/llama_index/pull/20640)) - Feat recursive llm type support ([#20642](https://github.com/run-llama/llama_index/pull/20642)) - fix: remove redundant metadata\_seperator field from TextNode ([#20649](https://github.com/run-llama/llama_index/pull/20649)) - fix(tests): update mock prompt type in mock\_prompts.py ([#20661](https://github.com/run-llama/llama_index/pull/20661)) - Feat multimodal template var formatting ([#20682](https://github.com/run-llama/llama_index/pull/20682)) - Feat multimodal prompt templates ([#20683](https://github.com/run-llama/llama_index/pull/20683)) - Feat multimodal chat prompt helper ([#20684](https://github.com/run-llama/llama_index/pull/20684)) - Add retry and error handling to BaseExtractor ([#20693](https://github.com/run-llama/llama_index/pull/20693)) - ensure at least one message/content block is returned by the old memory ([#20729](https://github.com/run-llama/llama_index/pull/20729)) ### llama-index-embeddings-ibm \[0.6.0.post1] - chore: Remove persistent\_connection parameter support, update ([#20714](https://github.com/run-llama/llama_index/pull/20714)) - docs: Update IBM docs ([#20718](https://github.com/run-llama/llama_index/pull/20718)) ### llama-index-llms-anthropic \[0.10.9] - Sonnet 4-6 addition ([#20723](https://github.com/run-llama/llama_index/pull/20723)) ### llama-index-llms-bedrock-converse \[0.12.10] - fix(bedrock-converse): ensure thinking\_delta is populated in all chat modes ([#20664](https://github.com/run-llama/llama_index/pull/20664)) - feat(bedrock-converse): Add support for Claude Sonnet 4.6 ([#20726](https://github.com/run-llama/llama_index/pull/20726)) ### llama-index-llms-ibm \[0.7.0.post1] - chore: Remove persistent\_connection parameter support, update ([#20714](https://github.com/run-llama/llama_index/pull/20714)) - docs: Update IBM docs ([#20718](https://github.com/run-llama/llama_index/pull/20718)) ### llama-index-llms-mistralai \[0.10.0] - Rrubini/mistral azure sdk ([#20668](https://github.com/run-llama/llama_index/pull/20668)) ### llama-index-llms-oci-data-science \[1.0.0] - Add support for new OCI DataScience endpoint /predictWithStream for streaming use case ([#20545](https://github.com/run-llama/llama_index/pull/20545)) ### llama-index-observability-otel \[0.3.0] - improve otel data serialization by flattening dicts ([#20719](https://github.com/run-llama/llama_index/pull/20719)) - feat: support custom span processor; refactor: use llama-index-instrumentation instead of llama-index-core ([#20732](https://github.com/run-llama/llama_index/pull/20732)) ### llama-index-program-evaporate \[0.5.2] - Sandbox LLM-generated code execution in EvaporateExtractor ([#20676](https://github.com/run-llama/llama_index/pull/20676)) ### llama-index-readers-bitbucket \[0.4.2] - fix: replace mutable default argument in load\_all\_file\_paths ([#20698](https://github.com/run-llama/llama_index/pull/20698)) ### llama-index-readers-github \[0.10.0] - feat: Enhance GitHubRepoReader with selective file fetching and deduplication (Issue #20471) ([#20550](https://github.com/run-llama/llama_index/pull/20550)) ### llama-index-readers-layoutir \[0.1.1] - feat: Add LayoutIR reader integration ([#20708](https://github.com/run-llama/llama_index/pull/20708)) - fix(layoutir): hotfix for output\_dir crash and Block extraction (#20708 follow-up) ([#20715](https://github.com/run-llama/llama_index/pull/20715)) - fix(layoutir): restrict requires-python to >=3.12 to match layoutir dependency ([#20733](https://github.com/run-llama/llama_index/pull/20733)) ### llama-index-readers-microsoft-sharepoint \[0.8.0] - Add pagination support for Microsoft Graph API calls in SharePoint reader ([#20704](https://github.com/run-llama/llama_index/pull/20704)) ### llama-index-readers-whatsapp \[0.4.2] - fix: Update WhatsAppChatLoader to retrieve DataFrame in pandas format ([#20722](https://github.com/run-llama/llama_index/pull/20722)) ### llama-index-tools-mcp \[0.4.7] - feat: propagate partial\_params to get\_tools\_from\_mcp utils ([#20669](https://github.com/run-llama/llama_index/pull/20669)) ### llama-index-vector-stores-faiss \[0.5.3] - Replace eval() with json.loads in FaissMapVectorStore persistence ([#20675](https://github.com/run-llama/llama_index/pull/20675)) ### llama-index-vector-stores-milvus \[1.0.0] - Fix: remove ORM Collection mix-usage with MilvusClient in Milvus vector store ([#20687](https://github.com/run-llama/llama_index/pull/20687)) ## \[2026-02-10] ### llama-index-callbacks-wandb \[0.4.2] - Fix potential crashes and improve security defaults in core components ([#20610](https://github.com/run-llama/llama_index/pull/20610)) ### llama-index-core \[0.14.14] - fix: catch pydantic ValidationError in VectorStoreQueryOutputParser ([#20450](https://github.com/run-llama/llama_index/pull/20450)) - fix: distinguish empty string from None in MediaResource.hash ([#20451](https://github.com/run-llama/llama_index/pull/20451)) - Langchain1.x support ([#20472](https://github.com/run-llama/llama_index/pull/20472)) - Fix DeprecationWarning: ‘asyncio.iscoroutinefunction’ is deprecated ([#20517](https://github.com/run-llama/llama_index/pull/20517)) - fix(core): fallback to bundled nltk cache if env var missing ([#20528](https://github.com/run-llama/llama_index/pull/20528)) - feat(callbacks): add TokenBudgetHandler for cost governance ([#20546](https://github.com/run-llama/llama_index/pull/20546)) - fix(core):handled a edge case in truncate\_text function ([#20551](https://github.com/run-llama/llama_index/pull/20551)) - fix(core):fix in types Thread passing None when target is None instead of copy\_context().run ([#20553](https://github.com/run-llama/llama_index/pull/20553)) - chore: bump llama-index lockfile, and minor test tweaks ([#20556](https://github.com/run-llama/llama_index/pull/20556)) - Compatibility for workflows context changes ([#20557](https://github.com/run-llama/llama_index/pull/20557)) - test(core): fix cache dir path test for Windows compatibility ([#20566](https://github.com/run-llama/llama_index/pull/20566)) - fix(tests): enforce utf-8 encoding in json reader tests for windows compatibility ([#20576](https://github.com/run-llama/llama_index/pull/20576)) - Fix BM25Retriever mapping in upgrade tool / 修复升级工具中的 BM25Retriever 映射 ([#20582](https://github.com/run-llama/llama_index/pull/20582)) - fix(agent): handle empty LLM responses with retry logic and add test cases ([#20596](https://github.com/run-llama/llama_index/pull/20596)) - fix: add show\_progress parameter to run\_transformations to prevent unexpected keyword argument error ([#20608](https://github.com/run-llama/llama_index/pull/20608)) - Fix potential crashes and improve security defaults in core components ([#20610](https://github.com/run-llama/llama_index/pull/20610)) - Add core 3.14 tests ([#20619](https://github.com/run-llama/llama_index/pull/20619)) ### llama-index-embeddings-cohere \[0.7.0] - fix(embeddings-cohere): add retry logic with tenacity ([#20592](https://github.com/run-llama/llama_index/pull/20592)) ### llama-index-embeddings-google-genai \[0.3.2] - Add client headers to Gemini API requests ([#20519](https://github.com/run-llama/llama_index/pull/20519)) ### llama-index-embeddings-siliconflow \[0.3.2] - Fix DeprecationWarning: ‘asyncio.iscoroutinefunction’ is deprecated ([#20517](https://github.com/run-llama/llama_index/pull/20517)) ### llama-index-embeddings-upstage \[0.5.1] - chore(deps): bump the uv group across 4 directories with 4 updates ([#20531](https://github.com/run-llama/llama_index/pull/20531)) ### llama-index-graph-stores-falkordb \[0.4.2] - fix(falkordb): Fix MENTIONS relationship creation with triplet\_source\_id ([#20650](https://github.com/run-llama/llama_index/pull/20650)) ### llama-index-llms-anthropic \[0.10.8] - chore: Update cacheable Anthropic models ([#20581](https://github.com/run-llama/llama_index/pull/20581)) - chore: add support for opus 4.6 ([#20635](https://github.com/run-llama/llama_index/pull/20635)) ### llama-index-llms-bedrock-converse \[0.12.8] - fix bedrock converse empty tool config issue ([#20571](https://github.com/run-llama/llama_index/pull/20571)) - fix(llms-bedrock-converse): improve bedrock converse retry handling ([#20590](https://github.com/run-llama/llama_index/pull/20590)) - feat(bedrock-converse): Add support for Claude Opus 4.6 ([#20637](https://github.com/run-llama/llama_index/pull/20637)) - Add support for adaptive thinking in Bedrock ([#20659](https://github.com/run-llama/llama_index/pull/20659)) - chore(deps): bump the pip group across 2 directories with 7 updates ([#20662](https://github.com/run-llama/llama_index/pull/20662)) ### llama-index-llms-cohere \[0.7.1] - Feat: add custom base\_url support to Cohere LLM ([#20534](https://github.com/run-llama/llama_index/pull/20534)) - fix(llms-cohere): handle additional error types in retry logic ([#20591](https://github.com/run-llama/llama_index/pull/20591)) ### llama-index-llms-dashscope \[0.5.2] - fix(dashscope): remove empty tool\_calls from assistant messages ([#20535](https://github.com/run-llama/llama_index/pull/20535)) ### llama-index-llms-google-genai \[0.8.7] - Add client headers to Gemini API requests ([#20519](https://github.com/run-llama/llama_index/pull/20519)) - fix(decorator):adds logic to llm\_retry\_decorator for async methods. ([#20588](https://github.com/run-llama/llama_index/pull/20588)) - Fix/google genai cleanup ([#20607](https://github.com/run-llama/llama_index/pull/20607)) - fix(google-genai): skip model meta fetch when not needed ([#20639](https://github.com/run-llama/llama_index/pull/20639)) ### llama-index-llms-huggingface-api \[0.6.2] - Update sensible default provider for huggingface inference api ([#20589](https://github.com/run-llama/llama_index/pull/20589)) ### llama-index-llms-langchain \[0.7.1] - Langchain1.x support ([#20472](https://github.com/run-llama/llama_index/pull/20472)) ### llama-index-llms-openai \[0.6.18] - OpenAI response fix ([#20538](https://github.com/run-llama/llama_index/pull/20538)) - feat: Add support for gpt-5.2-chat model ([#20549](https://github.com/run-llama/llama_index/pull/20549)) - fix(openai): make image\_url detail optional in message dict ([#20609](https://github.com/run-llama/llama_index/pull/20609)) - Add new reasoning types ([#20612](https://github.com/run-llama/llama_index/pull/20612)) - fix(openai): exclude unsupported params for all reasoning models ([#20627](https://github.com/run-llama/llama_index/pull/20627)) ### llama-index-llms-openai-like \[0.6.0] - make transformers an optional dependency for openai-like ([#20580](https://github.com/run-llama/llama_index/pull/20580)) ### llama-index-llms-openrouter \[0.4.4] - make transformers an optional dependency for openai-like ([#20580](https://github.com/run-llama/llama_index/pull/20580)) ### llama-index-llms-siliconflow \[0.4.3] - Fix DeprecationWarning: ‘asyncio.iscoroutinefunction’ is deprecated ([#20517](https://github.com/run-llama/llama_index/pull/20517)) ### llama-index-llms-upstage \[0.7.0] - add new upstage model(solar-pro3) ([#20544](https://github.com/run-llama/llama_index/pull/20544)) ### llama-index-llms-vllm \[0.6.2] - feat: add openai-like server mode for VllmServer ([#20537](https://github.com/run-llama/llama_index/pull/20537)) ### llama-index-memory-bedrock-agentcore \[0.1.2] - Add event and memory record deletion methods in bedrock-agentcorememory ([#20428](https://github.com/run-llama/llama_index/pull/20428)) - chore(deps): update llama-index-core dependency lock to include 0.14.x ([#20483](https://github.com/run-llama/llama_index/pull/20483)) ### llama-index-memory-mem0 \[1.0.0] - fix: mem0 integration cleanup + refactor ([#20532](https://github.com/run-llama/llama_index/pull/20532)) ### llama-index-node-parser-chonkie \[0.1.1] - feat: add chonkie integration ([#20622](https://github.com/run-llama/llama_index/pull/20622)) - update readme ([#20656](https://github.com/run-llama/llama_index/pull/20656)) ### llama-index-node-parser-docling \[0.4.2] - fix: catch pydantic ValidationError in VectorStoreQueryOutputParser ([#20450](https://github.com/run-llama/llama_index/pull/20450)) ### llama-index-packs-code-hierarchy \[0.6.1] - chore(deps): bump the uv group across 12 directories with 14 updates ([#20578](https://github.com/run-llama/llama_index/pull/20578)) ### llama-index-packs-gmail-openai-agent \[0.4.1] - chore(deps): bump the uv group across 12 directories with 14 updates ([#20578](https://github.com/run-llama/llama_index/pull/20578)) ### llama-index-packs-multidoc-autoretrieval \[0.4.1] - chore(deps): bump the uv group across 12 directories with 14 updates ([#20578](https://github.com/run-llama/llama_index/pull/20578)) ### llama-index-packs-panel-chatbot \[0.4.1] - chore(deps): bump the uv group across 12 directories with 14 updates ([#20578](https://github.com/run-llama/llama_index/pull/20578)) ### llama-index-packs-recursive-retriever \[0.7.1] - chore(deps): bump the uv group across 12 directories with 14 updates ([#20578](https://github.com/run-llama/llama_index/pull/20578)) - chore(deps): bump the pip group across 2 directories with 7 updates ([#20662](https://github.com/run-llama/llama_index/pull/20662)) ### llama-index-packs-resume-screener \[0.9.3] - chore(deps): bump the uv group across 12 directories with 14 updates ([#20578](https://github.com/run-llama/llama_index/pull/20578)) ### llama-index-packs-retry-engine-weaviate \[0.5.1] - chore(deps): bump the uv group across 12 directories with 14 updates ([#20578](https://github.com/run-llama/llama_index/pull/20578)) ### llama-index-packs-streamlit-chatbot \[0.5.2] - chore(deps): bump the uv group across 12 directories with 14 updates ([#20578](https://github.com/run-llama/llama_index/pull/20578)) ### llama-index-packs-sub-question-weaviate \[0.4.1] - chore(deps): bump the uv group across 12 directories with 14 updates ([#20578](https://github.com/run-llama/llama_index/pull/20578)) ### llama-index-packs-timescale-vector-autoretrieval \[0.4.1] - chore(deps): bump the uv group across 12 directories with 14 updates ([#20578](https://github.com/run-llama/llama_index/pull/20578)) ### llama-index-postprocessor-cohere-rerank \[0.6.0] - fix(cohere-rerank): add retry logic and tenacity dependency to cohere rerank ([#20593](https://github.com/run-llama/llama_index/pull/20593)) ### llama-index-postprocessor-nvidia-rerank \[0.5.4] - fix(nvidia-rerank): fix initialization logic for on-prem auth ([#20560](https://github.com/run-llama/llama_index/pull/20560)) - fix(nvidia-rerank): correct private attribute reference ([#20570](https://github.com/run-llama/llama_index/pull/20570)) - fix(nvidia-rerank): Fix POST request url for locally hosted NIM rerankers ([#20579](https://github.com/run-llama/llama_index/pull/20579)) ### llama-index-postprocessor-tei-rerank \[0.4.2] - fix(tei-rerank): use index field from API response for correct score … ([#20599](https://github.com/run-llama/llama_index/pull/20599)) - test(tei-rerank): add test coverage for rerank retry coverage ([#20600](https://github.com/run-llama/llama_index/pull/20600)) ### llama-index-protocols-ag-ui \[0.2.4] - fix: avoid ValueError in ag-ui message conversion for multi-block ChatMessages ([#20648](https://github.com/run-llama/llama_index/pull/20648)) ### llama-index-readers-datasets \[0.1.0] - chore(deps): bump the uv group across 4 directories with 4 updates ([#20531](https://github.com/run-llama/llama_index/pull/20531)) ### llama-index-readers-microsoft-sharepoint \[0.7.0] - Sharepoint page support events ([#20572](https://github.com/run-llama/llama_index/pull/20572)) ### llama-index-readers-obsidian \[0.6.1] - Langchain1.x support ([#20472](https://github.com/run-llama/llama_index/pull/20472)) ### llama-index-readers-service-now \[0.2.2] - chore(deps): bump the pip group across 2 directories with 7 updates ([#20662](https://github.com/run-llama/llama_index/pull/20662)) ### llama-index-tools-mcp \[0.4.6] - feat: implement partial\_params support to McpToolSpec ([#20554](https://github.com/run-llama/llama_index/pull/20554)) ### llama-index-tools-mcp-discovery \[0.1.0] - Add llama-index-tools-mcp-discovery integration ([#20502](https://github.com/run-llama/llama_index/pull/20502)) ### llama-index-tools-moss \[0.1.0] - feat(tools): add Moss search engine integration ([#20615](https://github.com/run-llama/llama_index/pull/20615)) ### llama-index-tools-seltz \[0.1.0] - feat(tools): add Seltz web knowledge tool integration ([#20626](https://github.com/run-llama/llama_index/pull/20626)) ### llama-index-tools-typecast \[0.1.0] - Migrate Typecast tool to V2 API for voices endpoints ([#20548](https://github.com/run-llama/llama_index/pull/20548)) ### llama-index-tools-wolfram-alpha \[0.5.0] - feat(wolfram-alpha): switch to LLM API with bearer auth ([#20586](https://github.com/run-llama/llama_index/pull/20586)) ### llama-index-vector-stores-clickhouse \[0.6.2] - fix(clickhouse): Add drop\_existing\_table parameter to prevent data loss ([#20651](https://github.com/run-llama/llama_index/pull/20651)) ### llama-index-vector-stores-milvus \[0.9.6] - chore(deps): bump the uv group across 4 directories with 4 updates ([#20531](https://github.com/run-llama/llama_index/pull/20531)) ### llama-index-vector-stores-mongodb \[0.9.1] - Update MongoDB vector store tests to use newer model ([#20515](https://github.com/run-llama/llama_index/pull/20515)) ### llama-index-vector-stores-oceanbase \[0.4.0] - feat(oceanbase): add sparse/fulltext/hybrid search ([#20524](https://github.com/run-llama/llama_index/pull/20524)) ### llama-index-vector-stores-opensearch \[1.0.0] - Changed OpenSearch engine default from deprecated `nmslib` to `faiss` ([#20507](https://github.com/run-llama/llama_index/pull/20507)) - chore(deps): bump the uv group across 4 directories with 4 updates ([#20531](https://github.com/run-llama/llama_index/pull/20531)) ### llama-index-vector-stores-postgres \[0.7.3] - fix(postgres): disable bitmap scan for vector queries ([#20514](https://github.com/run-llama/llama_index/pull/20514)) ### llama-index-vector-stores-yugabytedb \[0.5.4] - Add YugabyteDB as a Vector Store ([#20559](https://github.com/run-llama/llama_index/pull/20559)) - chore(deps): bump the pip group across 2 directories with 7 updates ([#20662](https://github.com/run-llama/llama_index/pull/20662)) ### llama-index-voice-agents-gemini-live \[0.2.2] - Add client headers to Gemini API requests ([#20519](https://github.com/run-llama/llama_index/pull/20519)) ## \[2026-01-21] ### llama-index-core \[0.14.13] - feat: add early\_stopping\_method parameter to agent workflows ([#20389](https://github.com/run-llama/llama_index/pull/20389)) - feat: Add token-based code splitting support to CodeSplitter ([#20438](https://github.com/run-llama/llama_index/pull/20438)) - Add RayIngestionPipeline integration for distributed data ingestion ([#20443](https://github.com/run-llama/llama_index/pull/20443)) - Added the multi-modal version of the Condensed Conversation & Context… ([#20446](https://github.com/run-llama/llama_index/pull/20446)) - Replace ChatMemoryBuffer with Memory ([#20458](https://github.com/run-llama/llama_index/pull/20458)) - fix(bug):Raise value error on when input is empty list in mean\_agg instead of returning float ([#20466](https://github.com/run-llama/llama_index/pull/20466)) - fix: The classmethod of ReActChatFormatter should use cls instead of the class name ([#20475](https://github.com/run-llama/llama_index/pull/20475)) - feat: add configurable empty response message to synthesizers ([#20503](https://github.com/run-llama/llama_index/pull/20503)) ### llama-index-embeddings-bedrock \[0.7.3] - Enable use of ARNs for Bedrock Embedding Models ([#20435](https://github.com/run-llama/llama_index/pull/20435)) ### llama-index-embeddings-ollama \[0.8.6] - Improved Ollama batch embedding ([#20447](https://github.com/run-llama/llama_index/pull/20447)) ### llama-index-embeddings-voyageai \[0.5.3] - Adding voyage-4 models ([#20497](https://github.com/run-llama/llama_index/pull/20497)) ### llama-index-ingestion-ray \[0.1.0] - Add RayIngestionPipeline integration for distributed data ingestion ([#20443](https://github.com/run-llama/llama_index/pull/20443)) ### llama-index-llms-anthropic \[0.10.6] - feat: enhance structured predict methods for anthropic ([#20440](https://github.com/run-llama/llama_index/pull/20440)) - fix: preserve input\_tokens in Anthropic stream\_chat responses ([#20512](https://github.com/run-llama/llama_index/pull/20512)) ### llama-index-llms-apertis \[0.1.0] - Add Apertis LLM integration with example notebook ([#20436](https://github.com/run-llama/llama_index/pull/20436)) ### llama-index-llms-bedrock-converse \[0.12.4] - chore(bedrock-converse): Remove extraneous thinking\_delta kwarg from ChatMessage ([#20455](https://github.com/run-llama/llama_index/pull/20455)) ### llama-index-llms-gemini \[0.6.2] - chore: deprecate llama-index-llms-gemini ([#20511](https://github.com/run-llama/llama_index/pull/20511)) ### llama-index-llms-openai \[0.6.13] - Sanitize OpenAI structured output JSON schema name for generic Pydantic models ([#20452](https://github.com/run-llama/llama_index/pull/20452)) - chore: vbump openai ([#20482](https://github.com/run-llama/llama_index/pull/20482)) ### llama-index-llms-openrouter \[0.4.3] - Feature/openrouter provider routing support ([#20431](https://github.com/run-llama/llama_index/pull/20431)) ### llama-index-packs-recursive-retriever \[0.7.1] - security: remove exposed OpenAI API keys from notebook outputs ([#20474](https://github.com/run-llama/llama_index/pull/20474)) ### llama-index-packs-sentence-window-retriever \[0.5.1] - security: remove exposed OpenAI API keys from notebook outputs ([#20474](https://github.com/run-llama/llama_index/pull/20474)) ### llama-index-readers-datasets \[0.1.0] - Add HuggingFace datasets reader integration ([#20468](https://github.com/run-llama/llama_index/pull/20468)) ### llama-index-readers-patentsview \[1.0.0] - Patentsview reader api changes ([#20481](https://github.com/run-llama/llama_index/pull/20481)) ### llama-index-retrievers-you \[1.0.0] - Revamp YouRetriever integration ([#20493](https://github.com/run-llama/llama_index/pull/20493)) ### llama-index-tools-parallel-web-systems \[0.1.0] - feat: added Parallel Web System tools ([#20442](https://github.com/run-llama/llama_index/pull/20442)) ### llama-index-vector-stores-alibabacloud-mysql \[0.1.0] - Feature/alibaba mysql vector integration ([#20396](https://github.com/run-llama/llama_index/pull/20396)) ### llama-index-vector-stores-milvus \[0.9.6] - Feat milvus partition names ([#20445](https://github.com/run-llama/llama_index/pull/20445)) - improve(llama-index-vector-stores-milvus): Changed the partition parameter to `milvus_partition_name` in add/delete. ([#20460](https://github.com/run-llama/llama_index/pull/20460)) ### llama-index-vector-stores-mongodb \[0.9.1] - INTPYTHON-863 Fix mongodb async integration ([#20444](https://github.com/run-llama/llama_index/pull/20444)) ### llama-index-vector-stores-neo4jvector \[0.5.2] - Handle missing metadata for neo4j vector store ([#20491](https://github.com/run-llama/llama_index/pull/20491)) ### llama-index-vector-stores-opensearch \[0.6.3] - fix (opensearch): add close and aclose methods to vector client ([#20463](https://github.com/run-llama/llama_index/pull/20463)) ### llama-index-vector-stores-qdrant \[0.9.1] - Qdrant search params ([#20476](https://github.com/run-llama/llama_index/pull/20476)) ### llama-index-vector-stores-vertexaivectorsearch \[0.3.4] - feat(vertexaivectorsearch): add hybrid search support ([#20487](https://github.com/run-llama/llama_index/pull/20487)) ### llama-index-vector-stores-volcenginemysql \[0.2.0] - feat: Volcengine MySQL vector store integration ([#20404](https://github.com/run-llama/llama_index/pull/20404)) ## \[2025-12-30] ### llama-index-callbacks-agentops \[0.4.1] - Feat/async tool spec support ([#20338](https://github.com/run-llama/llama_index/pull/20338)) ### llama-index-core \[0.14.12] - Feat/async tool spec support ([#20338](https://github.com/run-llama/llama_index/pull/20338)) - Improve `MockFunctionCallingLLM` ([#20356](https://github.com/run-llama/llama_index/pull/20356)) - fix(openai): sanitize generic Pydantic model schema names ([#20371](https://github.com/run-llama/llama_index/pull/20371)) - Element node parser ([#20399](https://github.com/run-llama/llama_index/pull/20399)) - improve llama dev logging ([#20411](https://github.com/run-llama/llama_index/pull/20411)) - test(node\_parser): add unit tests for Java CodeSplitter ([#20423](https://github.com/run-llama/llama_index/pull/20423)) - fix: crash in log\_vector\_store\_query\_result when result.ids is None ([#20427](https://github.com/run-llama/llama_index/pull/20427)) ### llama-index-embeddings-litellm \[0.4.1] - Add docstring to LiteLLM embedding class ([#20336](https://github.com/run-llama/llama_index/pull/20336)) ### llama-index-embeddings-ollama \[0.8.5] - feat(llama-index-embeddings-ollama): Add keep\_alive parameter ([#20395](https://github.com/run-llama/llama_index/pull/20395)) - docs: improve Ollama embeddings README with comprehensive documentation ([#20414](https://github.com/run-llama/llama_index/pull/20414)) ### llama-index-embeddings-voyageai \[0.5.2] - Voyage multimodal 35 ([#20398](https://github.com/run-llama/llama_index/pull/20398)) ### llama-index-graph-stores-nebula \[0.5.1] - feat(nebula): add MENTIONS edge to property graph store ([#20401](https://github.com/run-llama/llama_index/pull/20401)) ### llama-index-llms-aibadgr \[0.1.0] - feat(llama-index-llms-aibadgr): Add AI Badgr OpenAI‑compatible LLM integration ([#20365](https://github.com/run-llama/llama_index/pull/20365)) ### llama-index-llms-anthropic \[0.10.4] - add back haiku-3 support ([#20408](https://github.com/run-llama/llama_index/pull/20408)) ### llama-index-llms-bedrock-converse \[0.12.3] - fix: bedrock converse thinking block issue ([#20355](https://github.com/run-llama/llama_index/pull/20355)) ### llama-index-llms-google-genai \[0.8.3] - Switch use\_file\_api to Flexible file\_mode; Improve File Upload Handling & Bump google-genai to v1.52.0 ([#20347](https://github.com/run-llama/llama_index/pull/20347)) - Fix missing role from Google-GenAI ([#20357](https://github.com/run-llama/llama_index/pull/20357)) - Add signature index fix ([#20362](https://github.com/run-llama/llama_index/pull/20362)) - Add positional thought signature for thoughts ([#20418](https://github.com/run-llama/llama_index/pull/20418)) ### llama-index-llms-ollama \[0.9.1] - feature: pydantic no longer complains if you pass ‘low’, ‘medium’, ‘h… ([#20394](https://github.com/run-llama/llama_index/pull/20394)) ### llama-index-llms-openai \[0.6.12] - fix: Handle tools=None in OpenAIResponses.\_get\_model\_kwargs ([#20358](https://github.com/run-llama/llama_index/pull/20358)) - feat: add support for gpt-5.2 and 5.2 pro ([#20361](https://github.com/run-llama/llama_index/pull/20361)) ### llama-index-readers-confluence \[0.6.1] - fix(confluence): support Python 3.14 ([#20370](https://github.com/run-llama/llama_index/pull/20370)) ### llama-index-readers-file \[0.5.6] - Loosen constraint on `pandas` version ([#20387](https://github.com/run-llama/llama_index/pull/20387)) ### llama-index-readers-service-now \[0.2.2] - chore(deps): bump urllib3 from 2.5.0 to 2.6.0 in /llama-index-integrations/readers/llama-index-readers-service-now in the pip group across 1 directory ([#20341](https://github.com/run-llama/llama_index/pull/20341)) ### llama-index-tools-mcp \[0.4.5] - fix: pass timeout parameters to transport clients in BasicMCPClient ([#20340](https://github.com/run-llama/llama_index/pull/20340)) - feature: Permit to pass a custom httpx.AsyncClient when creating a BasicMcpClient ([#20368](https://github.com/run-llama/llama_index/pull/20368)) ### llama-index-tools-typecast \[0.1.0] - feat: add Typecast tool integration with text to speech features ([#20343](https://github.com/run-llama/llama_index/pull/20343)) ### llama-index-vector-stores-azurepostgresql \[0.2.0] - Feat/async tool spec support ([#20338](https://github.com/run-llama/llama_index/pull/20338)) ### llama-index-vector-stores-chroma \[0.5.5] - Fix chroma nested metadata filters ([#20424](https://github.com/run-llama/llama_index/pull/20424)) - fix(chroma): support multimodal results ([#20426](https://github.com/run-llama/llama_index/pull/20426)) ### llama-index-vector-stores-couchbase \[0.6.0] - Update FTS & GSI reference docs for Couchbase vector-store ([#20346](https://github.com/run-llama/llama_index/pull/20346)) ### llama-index-vector-stores-faiss \[0.5.2] - fix(faiss): pass numpy array instead of int to add\_with\_ids ([#20384](https://github.com/run-llama/llama_index/pull/20384)) ### llama-index-vector-stores-lancedb \[0.4.4] - Feat/async tool spec support ([#20338](https://github.com/run-llama/llama_index/pull/20338)) - fix(vector\_stores/lancedb): add missing ’<’ filter operator ([#20364](https://github.com/run-llama/llama_index/pull/20364)) - fix(lancedb): fix metadata filtering logic and list value SQL generation ([#20374](https://github.com/run-llama/llama_index/pull/20374)) ### llama-index-vector-stores-mongodb \[0.9.0] - Update mongo vector store to initialize without list permissions ([#20354](https://github.com/run-llama/llama_index/pull/20354)) - add mongodb delete index ([#20429](https://github.com/run-llama/llama_index/pull/20429)) - async mongodb atlas support ([#20430](https://github.com/run-llama/llama_index/pull/20430)) ### llama-index-vector-stores-redis \[0.6.2] - Redis metadata filter fix ([#20359](https://github.com/run-llama/llama_index/pull/20359)) ### llama-index-vector-stores-vertexaivectorsearch \[0.3.3] - feat(vertex-vector-search): Add Google Vertex AI Vector Search v2.0 support ([#20351](https://github.com/run-llama/llama_index/pull/20351)) ## \[2025-12-04] ### llama-index-core \[0.14.10] - feat: add mock function calling llm ([#20331](https://github.com/run-llama/llama_index/pull/20331)) ### llama-index-llms-qianfan \[0.4.1] - test: fix typo ‘reponse’ to ‘response’ in variable names ([#20329](https://github.com/run-llama/llama_index/pull/20329)) ### llama-index-tools-airweave \[0.1.0] - feat: add Airweave tool integration with advanced search features ([#20111](https://github.com/run-llama/llama_index/pull/20111)) ### llama-index-utils-qianfan \[0.4.1] - test: fix typo ‘reponse’ to ‘response’ in variable names ([#20329](https://github.com/run-llama/llama_index/pull/20329)) ## \[2025-12-02] ### llama-index-agent-azure \[0.2.1] - fix: Pin azure-ai-projects version to prevent breaking changes ([#20255](https://github.com/run-llama/llama_index/pull/20255)) ### llama-index-core \[0.14.9] - MultiModalVectorStoreIndex now returns a multi-modal ContextChatEngine. ([#20265](https://github.com/run-llama/llama_index/pull/20265)) - Ingestion to vector store now ensures that \_node-content is readable ([#20266](https://github.com/run-llama/llama_index/pull/20266)) - fix: ensure context is copied with async utils run\_async ([#20286](https://github.com/run-llama/llama_index/pull/20286)) - fix(memory): ensure first message in queue is always a user message after flush ([#20310](https://github.com/run-llama/llama_index/pull/20310)) ### llama-index-embeddings-bedrock \[0.7.2] - feat(embeddings-bedrock): Add support for Amazon Bedrock Application Inference Profiles ([#20267](https://github.com/run-llama/llama_index/pull/20267)) - fix:(embeddings-bedrock) correct extraction of provider from model\_name ([#20295](https://github.com/run-llama/llama_index/pull/20295)) - Bump version of bedrock-embedding ([#20304](https://github.com/run-llama/llama_index/pull/20304)) ### llama-index-embeddings-voyageai \[0.5.1] - VoyageAI correction and documentation ([#20251](https://github.com/run-llama/llama_index/pull/20251)) ### llama-index-llms-anthropic \[0.10.3] - feat: add anthropic opus 4.5 ([#20306](https://github.com/run-llama/llama_index/pull/20306)) ### llama-index-llms-bedrock-converse \[0.12.2] - fix(bedrock-converse): Only use guardrail\_stream\_processing\_mode in streaming functions ([#20289](https://github.com/run-llama/llama_index/pull/20289)) - feat: add anthropic opus 4.5 ([#20306](https://github.com/run-llama/llama_index/pull/20306)) - feat(bedrock-converse): Additional support for Claude Opus 4.5 ([#20317](https://github.com/run-llama/llama_index/pull/20317)) ### llama-index-llms-google-genai \[0.7.4] - Fix gemini-3 support and gemini function call support ([#20315](https://github.com/run-llama/llama_index/pull/20315)) ### llama-index-llms-helicone \[0.1.1] - update helicone docs + examples ([#20208](https://github.com/run-llama/llama_index/pull/20208)) ### llama-index-llms-openai \[0.6.10] - Smallest Nit ([#20252](https://github.com/run-llama/llama_index/pull/20252)) - Feat: Add gpt-5.1-chat model support ([#20311](https://github.com/run-llama/llama_index/pull/20311)) ### llama-index-llms-ovhcloud \[0.1.0] - Add OVHcloud AI Endpoints provider ([#20288](https://github.com/run-llama/llama_index/pull/20288)) ### llama-index-llms-siliconflow \[0.4.2] - \[Bugfix] None check on content in delta in siliconflow LLM ([#20327](https://github.com/run-llama/llama_index/pull/20327)) ### llama-index-node-parser-docling \[0.4.2] - Relax docling Python constraints ([#20322](https://github.com/run-llama/llama_index/pull/20322)) ### llama-index-packs-resume-screener \[0.9.3] - feat: Update pypdf to latest version ([#20285](https://github.com/run-llama/llama_index/pull/20285)) ### llama-index-postprocessor-voyageai-rerank \[0.4.1] - VoyageAI correction and documentation ([#20251](https://github.com/run-llama/llama_index/pull/20251)) ### llama-index-protocols-ag-ui \[0.2.3] - fix: correct order of ag-ui events to avoid event conflicts ([#20296](https://github.com/run-llama/llama_index/pull/20296)) ### llama-index-readers-confluence \[0.6.0] - Refactor Confluence integration: Update license to MIT, remove requirements.txt, and implement HtmlTextParser for HTML to Markdown conversion. Update dependencies and tests accordingly. ([#20262](https://github.com/run-llama/llama_index/pull/20262)) ### llama-index-readers-docling \[0.4.2] - Relax docling Python constraints ([#20322](https://github.com/run-llama/llama_index/pull/20322)) ### llama-index-readers-file \[0.5.5] - feat: Update pypdf to latest version ([#20285](https://github.com/run-llama/llama_index/pull/20285)) ### llama-index-readers-reddit \[0.4.1] - Fix typo in README.md for Reddit integration ([#20283](https://github.com/run-llama/llama_index/pull/20283)) ### llama-index-storage-chat-store-postgres \[0.3.2] - \[FIX] Postgres ChatStore automatically prefix table name with “data\_” ([#20241](https://github.com/run-llama/llama_index/pull/20241)) ### llama-index-vector-stores-azureaisearch \[0.4.4] - `vector-azureaisearch`: check if user agent already in policy before add it to azure client ([#20243](https://github.com/run-llama/llama_index/pull/20243)) - fix(azureaisearch): Add close/aclose methods to fix unclosed client session warnings ([#20309](https://github.com/run-llama/llama_index/pull/20309)) ### llama-index-vector-stores-milvus \[0.9.4] - Fix/consistency level param for milvus ([#20268](https://github.com/run-llama/llama_index/pull/20268)) ### llama-index-vector-stores-postgres \[0.7.2] - Fix postgresql dispose ([#20312](https://github.com/run-llama/llama_index/pull/20312)) ### llama-index-vector-stores-qdrant \[0.9.0] - fix: Update qdrant-client version constraints ([#20280](https://github.com/run-llama/llama_index/pull/20280)) - Feat: update Qdrant client to 1.16.0 ([#20287](https://github.com/run-llama/llama_index/pull/20287)) ### llama-index-vector-stores-vertexaivectorsearch \[0.3.2] - fix: update blob path in batch\_update\_index ([#20281](https://github.com/run-llama/llama_index/pull/20281)) ### llama-index-voice-agents-openai \[0.2.2] - Smallest Nit ([#20252](https://github.com/run-llama/llama_index/pull/20252)) ## \[2025-11-10] ### llama-index-core \[0.14.8] - Fix ReActOutputParser getting stuck when “Answer:” contains “Action:” ([#20098](https://github.com/run-llama/llama_index/pull/20098)) - Add buffer to image, audio, video and document blocks ([#20153](https://github.com/run-llama/llama_index/pull/20153)) - fix(agent): Handle multi-block ChatMessage in ReActAgent ([#20196](https://github.com/run-llama/llama_index/pull/20196)) - Fix/20209 ([#20214](https://github.com/run-llama/llama_index/pull/20214)) - Preserve Exception in ToolOutput ([#20231](https://github.com/run-llama/llama_index/pull/20231)) - fix weird pydantic warning ([#20235](https://github.com/run-llama/llama_index/pull/20235)) ### llama-index-embeddings-nvidia \[0.4.2] - docs: Edit pass and update example model ([#20198](https://github.com/run-llama/llama_index/pull/20198)) ### llama-index-embeddings-ollama \[0.8.4] - Added a test case (no code) to check the embedding through an actual connection to a Ollama server (after checking that the ollama server exists) ([#20230](https://github.com/run-llama/llama_index/pull/20230)) ### llama-index-llms-anthropic \[0.10.2] - feat(llms/anthropic): Add support for RawMessageDeltaEvent in streaming ([#20206](https://github.com/run-llama/llama_index/pull/20206)) - chore: remove unsupported models ([#20211](https://github.com/run-llama/llama_index/pull/20211)) ### llama-index-llms-bedrock-converse \[0.11.1] - feat: integrate bedrock converse with tool call block ([#20099](https://github.com/run-llama/llama_index/pull/20099)) - feat: Update model name extraction to include ‘jp’ region prefix and … ([#20233](https://github.com/run-llama/llama_index/pull/20233)) ### llama-index-llms-google-genai \[0.7.3] - feat: google genai integration with tool block ([#20096](https://github.com/run-llama/llama_index/pull/20096)) - fix: non-streaming gemini tool calling ([#20207](https://github.com/run-llama/llama_index/pull/20207)) - Add token usage information in GoogleGenAI chat additional\_kwargs ([#20219](https://github.com/run-llama/llama_index/pull/20219)) - bug fix google genai stream\_complete ([#20220](https://github.com/run-llama/llama_index/pull/20220)) ### llama-index-llms-nvidia \[0.4.4] - docs: Edit pass and code example updates ([#20200](https://github.com/run-llama/llama_index/pull/20200)) ### llama-index-llms-openai \[0.6.8] - FixV2: Correct DocumentBlock type for OpenAI from ‘input\_file’ to ‘file’ ([#20203](https://github.com/run-llama/llama_index/pull/20203)) - OpenAI v2 sdk support ([#20234](https://github.com/run-llama/llama_index/pull/20234)) ### llama-index-llms-upstage \[0.6.5] - OpenAI v2 sdk support ([#20234](https://github.com/run-llama/llama_index/pull/20234)) ### llama-index-packs-streamlit-chatbot \[0.5.2] - OpenAI v2 sdk support ([#20234](https://github.com/run-llama/llama_index/pull/20234)) ### llama-index-packs-voyage-query-engine \[0.5.2] - OpenAI v2 sdk support ([#20234](https://github.com/run-llama/llama_index/pull/20234)) ### llama-index-postprocessor-nvidia-rerank \[0.5.1] - docs: Edit pass ([#20199](https://github.com/run-llama/llama_index/pull/20199)) ### llama-index-readers-web \[0.5.6] - feat: Add ScrapyWebReader Integration ([#20212](https://github.com/run-llama/llama_index/pull/20212)) - Update Scrapy dependency to 2.13.3 ([#20228](https://github.com/run-llama/llama_index/pull/20228)) ### llama-index-readers-whisper \[0.3.0] - OpenAI v2 sdk support ([#20234](https://github.com/run-llama/llama_index/pull/20234)) ### llama-index-storage-kvstore-postgres \[0.4.3] - fix: Ensure schema creation only occurs if it doesn’t already exist ([#20225](https://github.com/run-llama/llama_index/pull/20225)) ### llama-index-tools-brightdata \[0.2.1] - docs: add api key claim instructions ([#20204](https://github.com/run-llama/llama_index/pull/20204)) ### llama-index-tools-mcp \[0.4.3] - Added test case for issue 19211. No code change ([#20201](https://github.com/run-llama/llama_index/pull/20201)) ### llama-index-utils-oracleai \[0.3.1] - Update llama-index-core dependency to 0.12.45 ([#20227](https://github.com/run-llama/llama_index/pull/20227)) ### llama-index-vector-stores-lancedb \[0.4.2] - fix: FTS index recreation bug on every LanceDB query ([#20213](https://github.com/run-llama/llama_index/pull/20213)) ## \[2025-10-30] ### llama-index-core \[0.14.7] - Feat/serpex tool integration ([#20141](https://github.com/run-llama/llama_index/pull/20141)) - Fix outdated error message about setting LLM ([#20157](https://github.com/run-llama/llama_index/pull/20157)) - Fixing some recently failing tests ([#20165](https://github.com/run-llama/llama_index/pull/20165)) - Fix: update lock to latest workflow and fix issues ([#20173](https://github.com/run-llama/llama_index/pull/20173)) - fix: ensure full docstring is used in FunctionTool ([#20175](https://github.com/run-llama/llama_index/pull/20175)) - fix api docs build ([#20180](https://github.com/run-llama/llama_index/pull/20180)) ### llama-index-embeddings-voyageai \[0.5.0] - Updating the VoyageAI integration ([#20073](https://github.com/run-llama/llama_index/pull/20073)) ### llama-index-llms-anthropic \[0.10.0] - feat: integrate anthropic with tool call block ([#20100](https://github.com/run-llama/llama_index/pull/20100)) ### llama-index-llms-bedrock-converse \[0.10.7] - feat: Add support for Bedrock Guardrails streamProcessingMode ([#20150](https://github.com/run-llama/llama_index/pull/20150)) - bedrock structured output optional force ([#20158](https://github.com/run-llama/llama_index/pull/20158)) ### llama-index-llms-fireworks \[0.4.5] - Update FireworksAI models ([#20169](https://github.com/run-llama/llama_index/pull/20169)) ### llama-index-llms-mistralai \[0.9.0] - feat: mistralai integration with tool call block ([#20103](https://github.com/run-llama/llama_index/pull/20103)) ### llama-index-llms-ollama \[0.9.0] - feat: integrate ollama with tool call block ([#20097](https://github.com/run-llama/llama_index/pull/20097)) ### llama-index-llms-openai \[0.6.6] - Allow setting temp of gpt-5-chat ([#20156](https://github.com/run-llama/llama_index/pull/20156)) ### llama-index-readers-confluence \[0.5.0] - feat(confluence): make SVG processing optional to fix pycairo install… ([#20115](https://github.com/run-llama/llama_index/pull/20115)) ### llama-index-readers-github \[0.9.0] - Add GitHub App authentication support ([#20106](https://github.com/run-llama/llama_index/pull/20106)) ### llama-index-retrievers-bedrock \[0.5.1] - Fixing some recently failing tests ([#20165](https://github.com/run-llama/llama_index/pull/20165)) ### llama-index-tools-serpex \[0.1.0] - Feat/serpex tool integration ([#20141](https://github.com/run-llama/llama_index/pull/20141)) - add missing toml info ([#20186](https://github.com/run-llama/llama_index/pull/20186)) ### llama-index-vector-stores-couchbase \[0.6.0] - Add Hyperscale and Composite Vector Indexes support for Couchbase vector-store ([#20170](https://github.com/run-llama/llama_index/pull/20170)) ## \[2025-10-26] ### llama-index-core \[0.14.6] - Add allow\_parallel\_tool\_calls for non-streaming ([#20117](https://github.com/run-llama/llama_index/pull/20117)) - Fix invalid use of field-specific metadata ([#20122](https://github.com/run-llama/llama_index/pull/20122)) - update doc for SemanticSplitterNodeParser ([#20125](https://github.com/run-llama/llama_index/pull/20125)) - fix rare cases when sentence splits are larger than chunk size ([#20147](https://github.com/run-llama/llama_index/pull/20147)) ### llama-index-embeddings-bedrock \[0.7.0] - Fix BedrockEmbedding to support Cohere v4 response format ([#20094](https://github.com/run-llama/llama_index/pull/20094)) ### llama-index-embeddings-isaacus \[0.1.0] - feat: Isaacus embeddings integration ([#20124](https://github.com/run-llama/llama_index/pull/20124)) ### llama-index-embeddings-oci-genai \[0.4.2] - Update OCI GenAI cohere models ([#20146](https://github.com/run-llama/llama_index/pull/20146)) ### llama-index-llms-anthropic \[0.9.7] - Fix double token stream in anthropic llm ([#20108](https://github.com/run-llama/llama_index/pull/20108)) - Ensure anthropic content delta only has user facing response ([#20113](https://github.com/run-llama/llama_index/pull/20113)) ### llama-index-llms-baseten \[0.1.7] - add GLM ([#20121](https://github.com/run-llama/llama_index/pull/20121)) ### llama-index-llms-helicone \[0.1.0] - integrate helicone to llama-index ([#20131](https://github.com/run-llama/llama_index/pull/20131)) ### llama-index-llms-oci-genai \[0.6.4] - Update OCI GenAI cohere models ([#20146](https://github.com/run-llama/llama_index/pull/20146)) ### llama-index-llms-openai \[0.6.5] - chore: openai vbump ([#20095](https://github.com/run-llama/llama_index/pull/20095)) ### llama-index-readers-imdb-review \[0.4.2] - chore: Update selenium dependency in imdb-review reader ([#20105](https://github.com/run-llama/llama_index/pull/20105)) ### llama-index-retrievers-bedrock \[0.5.0] - feat(bedrock): add async support for AmazonKnowledgeBasesRetriever ([#20114](https://github.com/run-llama/llama_index/pull/20114)) ### llama-index-retrievers-superlinked \[0.1.3] - Update README.md ([#19829](https://github.com/run-llama/llama_index/pull/19829)) ### llama-index-storage-kvstore-postgres \[0.4.2] - fix: Replace raw SQL string interpolation with proper SQLAlchemy parameterized APIs in PostgresKVStore ([#20104](https://github.com/run-llama/llama_index/pull/20104)) ### llama-index-tools-mcp \[0.4.3] - Fix BasicMCPClient resource signatures ([#20118](https://github.com/run-llama/llama_index/pull/20118)) ### llama-index-vector-stores-postgres \[0.7.1] - Add GIN index support for text array metadata in PostgreSQL vector store ([#20130](https://github.com/run-llama/llama_index/pull/20130)) ## \[2025-10-15] ### llama-index-core \[0.14.5] - Remove debug print ([#20000](https://github.com/run-llama/llama_index/pull/20000)) - safely initialize RefDocInfo in Docstore ([#20031](https://github.com/run-llama/llama_index/pull/20031)) - Add progress bar for multiprocess loading ([#20048](https://github.com/run-llama/llama_index/pull/20048)) - Fix duplicate node positions when identical text appears multiple times in document ([#20050](https://github.com/run-llama/llama_index/pull/20050)) - chore: tool call block - part 1 ([#20074](https://github.com/run-llama/llama_index/pull/20074)) ### llama-index-instrumentation \[0.4.2] - update instrumentation package metadata ([#20079](https://github.com/run-llama/llama_index/pull/20079)) ### llama-index-llms-anthropic \[0.9.5] - ✨ feat(anthropic): add prompt caching model validation utilities ([#20069](https://github.com/run-llama/llama_index/pull/20069)) - fix streaming thinking/tool calling with anthropic ([#20077](https://github.com/run-llama/llama_index/pull/20077)) - Add haiku 4.5 support ([#20092](https://github.com/run-llama/llama_index/pull/20092)) ### llama-index-llms-baseten \[0.1.6] - Baseten provider Kimi K2 0711, Llama 4 Maverick and Llama 4 Scout Model APIs deprecation ([#20042](https://github.com/run-llama/llama_index/pull/20042)) ### llama-index-llms-bedrock-converse \[0.10.5] - feat: List Claude Sonnet 4.5 as a reasoning model ([#20022](https://github.com/run-llama/llama_index/pull/20022)) - feat: Support global cross-region inference profile prefix ([#20064](https://github.com/run-llama/llama_index/pull/20064)) - Update utils.py for opus 4.1 ([#20076](https://github.com/run-llama/llama_index/pull/20076)) - 4.1 opus bedrockconverse missing in funcitoncalling models ([#20084](https://github.com/run-llama/llama_index/pull/20084)) - Add haiku 4.5 support ([#20092](https://github.com/run-llama/llama_index/pull/20092)) ### llama-index-llms-fireworks \[0.4.4] - Add Support for Custom Models in Fireworks LLM ([#20023](https://github.com/run-llama/llama_index/pull/20023)) - fix(llms/fireworks): Cannot use Fireworks Deepseek V3.1-20006 issue ([#20028](https://github.com/run-llama/llama_index/pull/20028)) ### llama-index-llms-oci-genai \[0.6.3] - Add support for xAI models in OCI GenAI ([#20089](https://github.com/run-llama/llama_index/pull/20089)) ### llama-index-llms-openai \[0.6.4] - Gpt 5 pro addition ([#20029](https://github.com/run-llama/llama_index/pull/20029)) - fix collecting final response with openai responses streaming ([#20037](https://github.com/run-llama/llama_index/pull/20037)) - Add support for GPT-5 models in utils.py (JSON\_SCHEMA\_MODELS) ([#20045](https://github.com/run-llama/llama_index/pull/20045)) - chore: tool call block - part 1 ([#20074](https://github.com/run-llama/llama_index/pull/20074)) ### llama-index-llms-sglang \[0.1.0] - Added Sglang llm integration ([#20020](https://github.com/run-llama/llama_index/pull/20020)) ### llama-index-readers-gitlab \[0.5.1] - feat(gitlab): add pagination params for repository tree and issues ([#20052](https://github.com/run-llama/llama_index/pull/20052)) ### llama-index-readers-json \[0.4.2] - vbump the JSON reader ([#20039](https://github.com/run-llama/llama_index/pull/20039)) ### llama-index-readers-web \[0.5.5] - fix: ScrapflyReader Pydantic validation error ([#19999](https://github.com/run-llama/llama_index/pull/19999)) ### llama-index-storage-chat-store-dynamodb \[0.4.2] - bump dynamodb chat store deps ([#20078](https://github.com/run-llama/llama_index/pull/20078)) ### llama-index-tools-mcp \[0.4.2] - 🐛 fix(tools/mcp): Fix dict type handling and reference resolution in … ([#20082](https://github.com/run-llama/llama_index/pull/20082)) ### llama-index-tools-signnow \[0.1.0] - feat(signnow): SignNow mcp tools integration ([#20057](https://github.com/run-llama/llama_index/pull/20057)) ### llama-index-tools-tavily-research \[0.4.2] - feat: Add Tavily extract function for URL content extraction ([#20038](https://github.com/run-llama/llama_index/pull/20038)) ### llama-index-vector-stores-azurepostgresql \[0.2.0] - Add hybrid search to Azure PostgreSQL integration ([#20027](https://github.com/run-llama/llama_index/pull/20027)) ### llama-index-vector-stores-milvus \[0.9.3] - fix: Milvus get\_field\_kwargs() ([#20086](https://github.com/run-llama/llama_index/pull/20086)) ### llama-index-vector-stores-opensearch \[0.6.2] - fix(opensearch): Correct version check for efficient filtering ([#20067](https://github.com/run-llama/llama_index/pull/20067)) ### llama-index-vector-stores-qdrant \[0.8.6] - fix(qdrant): Allow async-only initialization with hybrid search ([#20005](https://github.com/run-llama/llama_index/pull/20005)) ## \[2025-10-03] ### llama-index-core \[0.14.4] - fix pre-release installs ([#20010](https://github.com/run-llama/llama_index/pull/20010)) ### llama-index-embeddings-anyscale \[0.4.2] - fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944)) ### llama-index-embeddings-baseten \[0.1.2] - fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944)) ### llama-index-embeddings-fireworks \[0.4.2] - fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944)) ### llama-index-embeddings-opea \[0.2.2] - fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944)) ### llama-index-embeddings-text-embeddings-inference \[0.4.2] - Fix authorization header setup logic in text embeddings inference ([#19979](https://github.com/run-llama/llama_index/pull/19979)) ### llama-index-llms-anthropic \[0.9.3] - feat: add anthropic sonnet 4.5 ([#19977](https://github.com/run-llama/llama_index/pull/19977)) ### llama-index-llms-anyscale \[0.4.2] - fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944)) ### llama-index-llms-azure-openai \[0.4.2] - fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944)) ### llama-index-llms-baseten \[0.1.5] - fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944)) ### llama-index-llms-bedrock-converse \[0.9.5] - feat: Additional support for Claude Sonnet 4.5 ([#19980](https://github.com/run-llama/llama_index/pull/19980)) ### llama-index-llms-deepinfra \[0.5.2] - fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944)) ### llama-index-llms-everlyai \[0.4.2] - fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944)) ### llama-index-llms-fireworks \[0.4.2] - fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944)) ### llama-index-llms-google-genai \[0.6.2] - Fix for ValueError: ChatMessage contains multiple blocks, use ‘ChatMe… ([#19954](https://github.com/run-llama/llama_index/pull/19954)) ### llama-index-llms-keywordsai \[1.1.2] - fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944)) ### llama-index-llms-localai \[0.5.2] - fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944)) ### llama-index-llms-mistralai \[0.8.2] - Update list of MistralAI LLMs ([#19981](https://github.com/run-llama/llama_index/pull/19981)) ### llama-index-llms-monsterapi \[0.4.2] - fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944)) ### llama-index-llms-nvidia \[0.4.4] - fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944)) ### llama-index-llms-ollama \[0.7.4] - Fix `TypeError: unhashable type: 'dict'` in Ollama stream chat with tools ([#19938](https://github.com/run-llama/llama_index/pull/19938)) ### llama-index-llms-openai \[0.6.1] - feat(OpenAILike): support structured outputs ([#19967](https://github.com/run-llama/llama_index/pull/19967)) ### llama-index-llms-openai-like \[0.5.3] - feat(OpenAILike): support structured outputs ([#19967](https://github.com/run-llama/llama_index/pull/19967)) ### llama-index-llms-openrouter \[0.4.2] - chore(openrouter,anthropic): add py.typed ([#19966](https://github.com/run-llama/llama_index/pull/19966)) ### llama-index-llms-perplexity \[0.4.2] - fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944)) ### llama-index-llms-portkey \[0.4.2] - fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944)) ### llama-index-llms-sarvam \[0.2.1] - fixed Sarvam Integration and Typos (Fixes #19931) ([#19932](https://github.com/run-llama/llama_index/pull/19932)) ### llama-index-llms-upstage \[0.6.4] - fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944)) ### llama-index-llms-yi \[0.4.2] - fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944)) ### llama-index-memory-bedrock-agentcore \[0.1.0] - feat: Bedrock AgentCore Memory integration ([#19953](https://github.com/run-llama/llama_index/pull/19953)) ### llama-index-multi-modal-llms-openai \[0.6.2] - fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944)) ### llama-index-readers-confluence \[0.4.4] - Fix: Respect cloud parameter when fetching child pages in ConfluenceR… ([#19983](https://github.com/run-llama/llama_index/pull/19983)) ### llama-index-readers-service-now \[0.2.2] - Bug Fix :- Not Able to Fetch Page whose latest is empty or null ([#19916](https://github.com/run-llama/llama_index/pull/19916)) ### llama-index-selectors-notdiamond \[0.4.0] - fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944)) ### llama-index-tools-agentql \[1.2.0] - fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944)) ### llama-index-tools-playwright \[0.3.1] - chore: fix playwright tests ([#19946](https://github.com/run-llama/llama_index/pull/19946)) ### llama-index-tools-scrapegraph \[0.2.2] - feat: update scrapegraphai ([#19974](https://github.com/run-llama/llama_index/pull/19974)) ### llama-index-vector-stores-chroma \[0.5.3] - docs: fix query method docstring in ChromaVectorStore Fixes #19969 ([#19973](https://github.com/run-llama/llama_index/pull/19973)) ### llama-index-vector-stores-mongodb \[0.8.1] - fix llm deps for openai ([#19944](https://github.com/run-llama/llama_index/pull/19944)) ### llama-index-vector-stores-postgres \[0.7.0] - fix index creation in postgres vector store ([#19955](https://github.com/run-llama/llama_index/pull/19955)) ### llama-index-vector-stores-solr \[0.1.0] - Add ApacheSolrVectorStore Integration ([#19933](https://github.com/run-llama/llama_index/pull/19933)) ## \[2025-09-24] ### llama-index-core \[0.14.3] - Fix Gemini thought signature serialization ([#19891](https://github.com/run-llama/llama_index/pull/19891)) - Adding a ThinkingBlock among content blocks ([#19919](https://github.com/run-llama/llama_index/pull/19919)) ### llama-index-llms-anthropic \[0.9.0] - Adding a ThinkingBlock among content blocks ([#19919](https://github.com/run-llama/llama_index/pull/19919)) ### llama-index-llms-baseten \[0.1.4] - added kimik2 0905 and reordered list for validation ([#19892](https://github.com/run-llama/llama_index/pull/19892)) - Baseten Dynamic Model APIs Validation ([#19893](https://github.com/run-llama/llama_index/pull/19893)) ### llama-index-llms-google-genai \[0.6.0] - Add missing FileAPI support for documents ([#19897](https://github.com/run-llama/llama_index/pull/19897)) - Adding a ThinkingBlock among content blocks ([#19919](https://github.com/run-llama/llama_index/pull/19919)) ### llama-index-llms-mistralai \[0.8.0] - Adding a ThinkingBlock among content blocks ([#19919](https://github.com/run-llama/llama_index/pull/19919)) ### llama-index-llms-openai \[0.6.0] - Adding a ThinkingBlock among content blocks ([#19919](https://github.com/run-llama/llama_index/pull/19919)) ### llama-index-protocols-ag-ui \[0.2.2] - improve how state snapshotting works in AG-UI ([#19934](https://github.com/run-llama/llama_index/pull/19934)) ### llama-index-readers-mongodb \[0.5.0] - Use PyMongo Asynchronous API instead of Motor ([#19875](https://github.com/run-llama/llama_index/pull/19875)) ### llama-index-readers-paddle-ocr \[0.1.0] - \[New Package] Add PaddleOCR Reader for extracting text from images in PDFs ([#19827](https://github.com/run-llama/llama_index/pull/19827)) ### llama-index-readers-web \[0.5.4] - feat(readers/web-firecrawl): migrate to Firecrawl v2 SDK ([#19773](https://github.com/run-llama/llama_index/pull/19773)) ### llama-index-storage-chat-store-mongo \[0.3.0] - Use PyMongo Asynchronous API instead of Motor ([#19875](https://github.com/run-llama/llama_index/pull/19875)) ### llama-index-storage-kvstore-mongodb \[0.5.0] - Use PyMongo Asynchronous API instead of Motor ([#19875](https://github.com/run-llama/llama_index/pull/19875)) ### llama-index-tools-valyu \[0.5.0] - Add Valyu Extractor and Fast mode ([#19915](https://github.com/run-llama/llama_index/pull/19915)) ### llama-index-vector-stores-azureaisearch \[0.4.2] - Fix/llama index vector stores azureaisearch fix ([#19800](https://github.com/run-llama/llama_index/pull/19800)) ### llama-index-vector-stores-azurepostgresql \[0.1.0] - Add support for Azure PostgreSQL ([#19709](https://github.com/run-llama/llama_index/pull/19709)) ### llama-index-vector-stores-qdrant \[0.8.5] - Add proper compat for old sparse vectors ([#19882](https://github.com/run-llama/llama_index/pull/19882)) ### llama-index-vector-stores-singlestoredb \[0.4.2] - Fix SQLi Vulnerability in SingleStore Db ([#19914](https://github.com/run-llama/llama_index/pull/19914)) ## \[2025-09-15] ### `llama-index-core` \[0.14.2] - fix: handle data urls in ImageBlock (#19856) - fix: Move IngestionPipeline docstore document insertion after transformations (#19849) - fix: Update IngestionPipeline async document store insertion (#19868) - chore: remove stepwise usage of workflows from code (#19877) ### `llama-index-embeddings-fastembed` \[0.5.0] - feat: make fastembed cpu or gpu optional (#19878) ### `llama-index-llms-deepseek` \[0.2.2] - feat: pass context\_window to super in deepseek llm (#19876) ### `llama-index-llms-google-genai` \[0.5.0] - feat: Add GoogleGenAI FileAPI support for large files (#19853) ### `llama-index-readers-solr` \[0.1.0] - feat: Add Solr reader integration (#19843) ### `llama-index-retrievers-alletra-x10000-retriever` \[0.1.0] - feat: add AlletraX10000Retriever integration (#19798) ### `llama-index-vector-stores-oracledb` \[0.3.2] - feat: OraLlamaVS Connection Pool Support + Filtering (#19412) ### `llama-index-vector-stores-postgres` \[0.6.8] - feat: Add `customize_query_fn` to PGVectorStore (#19847) ## \[2025-09-14] ### `llama-index-core` \[0.14.1] - feat: add verbose option to RetrieverQueryEngine for detailed output (#19807) - feat: feat: add support for additional kwargs in `aget_text_embedding_batch` method (#19808) - feat: add `thinking_delta` field to AgentStream events to expose llm reasoning (#19785) - fix: Bug fix agent streaming thinking delta pydantic validation (#19828) - fix: handle positional args and kwargs both in tool calling (#19822) ### `llama-index-instrumentation` \[0.4.1] - feat: add sync event/handler support (#19825) ### `llama-index-llms-google-genai` \[0.4.0] - feat: Add VideoBlock and GoogleGenAI video input support (#19823) ### `llama-index-llms-ollama` \[0.7.3] - fix: Fix bug using Ollama with Agents and None tool\_calls in final message (#19844) ### `llama-index-llms-vertex` \[0.6.1] - fix: align complete/acomplete responses (#19806) ### `llama-index-readers-confluence` \[0.4.3] - chore: Bump version constraint for atlassian-python-api to include 4.x (#19824) ### `llama-index-readers-github` \[0.6.2] - fix: Make url optional (#19851) ### `llama-index-readers-web` \[0.5.3] - feat: Add OlostepWebReader Integration (#19821) ### `llama-index-tools-google` \[0.6.2] - feat: Add optional creds argument to GoogleCalendarToolSpec (#19826) ### `llama-index-vector-stores-vectorx` \[0.1.0] - feat: Add vectorx vectorstore (#19758) ## \[2025-09-08] **NOTE:** All packages have been bumped to handle the latest llama-index-core version. ### `llama-index-core` \[0.14.0] - breaking: bumped `llama-index-workflows` dependency to 2.0 - Improve stacktraces clarity by avoiding wrapping errors in WorkflowRuntimeError - Remove deprecated checkpointer feature - Remove deprecated sub-workflows feature - Remove deprecated `send_event` method from Workflow class (still existing on the Context class) - Remove deprecated `stream_events()` methods from Workflow class (still existing on the Context class) - Remove deprecated support for stepwise execution ### `llama-index-llms-openai` \[0.5.6] - feat: add support for document blocks in openai chat completions (#19809) ## \[2025-09-06] ### `llama-index-core` \[0.13.6] - chore: remove openai selector from core utils function (#19803) ### `llama-index-llms-cometapi` \[0.1.0] - feat: Add CometAPI LLM integration (#19793) ## \[2025-09-04] ### `llama-index-core` \[0.13.5] - feat: add thinking delta field to AgentStream events to expose from LLM responses (#19785) - fix: fix path handling in SimpleDirectoryReader and PDFReader path fix (#19794) ### `llama-index-llms-bedrock-converse` \[0.9.0] - feat: add system prompt and tool caching config kwargs to BedrockConverse (#19737) ### `llama-index-llms-litellm` \[0.6.2] - fix: Handle missing tool call IDs with UUID fallback (#19789) - fix: Fix critical context window calculation (#19787) ### `llama-index-readers-file` \[0.5.3] - fix: fix path handling in SimpleDirectoryReader and PDFReader path fix (#19794) ### `llama-index-storage-chat-store-yugabytedb` \[0.1.0] - feat: add Yugabytedb chat store (#19768) ### `llama-index-vector-stores-milvus` \[0.9.1] - fix: create TextNode if no ‘\_node\_content’ set (#19772) ### `llama-index-vector-stores-postgres` \[0.6.5] - fix: make postgres regex punctuation handling consistent with plainto\_tsquery (#19781) ## \[2025-09-01] ### `llama-index-core` \[0.13.4] - feat: Add PostgreSQL schema support to Memory and SQLAlchemyChatStore (#19741) - feat: add missing sync wrapper of put\_messages in memory (#19746) - feat: add option for an initial tool choice in FunctionAgent (#19738) - fix: Calling ContextChatEngine with a QueryBundle (instead of a string) (#19714) ### `llama-index-embeddings-baseten` \[0.1.0] - feat: baseten integration (#19710) ### `llama-index-embeddings-ibm` \[0.5.0] - feat: Support for additional/external urls, make instance\_id deprecated (#19749) ### `llama-index-llms-baseten` \[0.1.0] - feat: baseten integration (#19710) ### `llama-index-llms-bedrock-converse` \[0.8.3] - feat: add `amazon.nova-premier-v1:0` to BEDROCK\_MODELS (#19728) ### `llama-index-llms-ibm` \[0.6.0] - feat: Support for additional/external urls, make instance\_id deprecated (#19749) ### `llama-index-postprocessor-ibm` \[0.3.0] - feat: Support for additional/external urls, make instance\_id deprecated (#19749) ### `llama-index-postprocessor-sbert-rerank` \[0.4.1] - fix: fix SentenceTransformerRerank init device (#19756) ### `llama-index-readers-google` \[0.7.1] - feat: raise google drive errors (#19752) ### `llama-index-readers-web` \[0.5.1] - feat: Add ZenRows web reader (#19699) ### `llama-index-vector-stores-chroma` \[0.5.2] - feat: add mmr search to chroma (#19731) ### `llama-index-vector-stores-postgres` \[0.6.4] - fix: Use the indexed metadata field ‘ref\_doc\_id’ instead of ‘doc\_id’ during deletion (#19759) ### `llama-index-vector-stores-qdrant` \[0.8.2] feat: Payload indexes support to QdrantVectorStore (#19743) ## \[2025-08-22] ### `llama-index-core` \[0.13.3] - fix: add timeouts on image `.get()` requests (#19723) - fix: fix StreamingAgentChatResponse losses message bug (#19674) - fix: Fixing crashing when retrieving from empty vector store index (#19706) - fix: Calling ContextChatEngine with a QueryBundle (instead of a string) (#19714) - fix: Fix faithfulness evaluate crash when no images provided (#19686) ### `llama-index-embeddings-heroku` \[0.1.0] - feat: Adds support for HerokuEmbeddings (#19685) ### `llama-index-embeddings-ollama` \[0.8.2] - feat: enhance OllamaEmbedding with instruction support (#19721) ### `llama-index-llms-anthropic` \[0.8.5] - fix: Fix prompt caching with CachePoint (#19711) ### `llama-index-llms-openai` \[0.5.4] - feat: add gpt-5-chat-latest model support (#19687) ### `llama-index-llms-sagemaker-endpoint` \[0.4.1] - fix: fix constructor region read to not read region\_name before is popped from kwargs, and fix assign to super (#19705) ### `llama-index-llms-upstage` \[0.6.2] - chore: remove deprecated model(solar-pro) (#19704) ### `llama-index-readers-confluence` \[0.4.1] - fix: Support concurrent use of multiple ConfluenceReader instances (#19698) ### `llama-index-vector-stores-chroma` \[0.5.1] - fix: fix `get_nodes()` with empty node ids (#19711) ### `llama-index-vector-stores-qdrant` \[0.8.1] - feat: support qdrant sharding (#19652) ### `llama-index-vector-stores-tencentvectordb` \[0.4.1] - fix: Resolve AttributeError in CollectionParams.filter\_fields access (#19695) ## \[2025-08-14] ### `llama-index-core` \[0.13.2] - feat: allow streaming to be disabled in agents (#19668) - fix: respect the value of NLTK\_DATA env var if present (#19664) - fix: Order preservation and fetching in batch non-cached embeddings in `a/get_text_embedding_batch()` (#19536) ### `llama-index-embeddings-ollama` \[0.8.1] - fix: Access embedding output (#19635) - fix: use normalized embeddings (#19622) ### `llama-index-graph-rag-cognee` \[0.3.0] - fix: Update and fix cognee integration (#19650) ### `llama-index-llms-anthropic` \[0.8.4] - fix: Error in Anthropic extended thinking with tool use (#19642) - chore: context window for claude 4 sonnet to 1 mln tokens (#19649) ### `llama-index-llms-bedrock-converse` \[0.8.2] - feat: add openai-oss models to BedrockConverse (#19653) ### `llama-index-llms-ollama` \[0.7.1] - fix: fix ollama role response detection (#19671) ### `llama-index-llms-openai` \[0.5.3] - fix: AzureOpenAI streaming token usage (#19633) ### `llama-index-readers-file` \[0.5.1] - feat: enhance PowerPoint reader with comprehensive content extraction (#19478) ### `llama-index-retrievers-bm25` \[0.6.3] - fix: fix persist+load for bm25 (#19657) ### `llama-index-retrievers-superlinked` \[0.1.0] - feat: add Superlinked retriever integration (#19636) ### `llama-index-tools-mcp` \[0.4.0] - feat: Handlers for custom types and pydantic models in tools (#19601) ### `llama-index-vector-stores-clickhouse` \[0.6.0] - chore: Updates to ClickHouse integration based on new vector search capabilities in ClickHouse (#19647) ### `llama-index-vector-stores-postgres` \[0.6.3] - fix: Add other special characters in `ts_query` normalization (#19637) ## \[2025-08-08] ### `llama-index-core` \[0.13.1] - fix: safer token counting in messages (#19599) - fix: Fix Document truncation in `FunctionTool._parse_tool_output` (#19585) - feat: Enabled partially formatted system prompt for ReAct agent (#19598) ### `llama-index-embeddings-ollama` \[0.8.0] - fix: use /embed instead of /embeddings for ollama (#19622) ### `llama-index-embeddings-voyageai` \[0.4.1] - feat: Add support for voyage context embeddings (#19590) ### `llama-index-graph-stores-kuzu` \[0.9.0] - feat: Update Kuzu graph store integration to latest SDK (#19603) ### `llama-index-indices-managed-llama-cloud` \[0.9.1] - chore: deprecate llama-index-indices-managed-llama-cloud in favor of llama-cloud-services (#19608) ### `llama-index-llms-anthropic` \[0.8.2] - feat: anthropic citation update to non-beta support (#19624) - feat: add support for opus 4.1 (#19593) ### `llama-index-llms-heroku` \[0.1.0] - feat: heroku llm integration (#19576) ### `llama-index-llms-nvidia` \[0.4.1] - feat: add support for gpt-oss NIM (#19618) ### `llama-index-llms-oci-genai` \[0.6.1] - chore: update list of supported LLMs for OCI integration (#19604) ### `llama-index-llms-openai` \[0.5.2] - fix: fix isinstance check in openai (#19617) - feat: add gpt-5 (#19613) ### `llama-index-llms-upstage` \[0.6.1] - fix: Fix reasoning\_effort parameter ineffective and Add new custom parameters (#19619) ### `llama-index-postprocessor-presidio` \[0.5.0] - feat: Support presidio entities (#19584) ### `llama-index-retrievers-bm25` \[0.6.2] - fix: BM25 Retriever allow `top_k` value greater than number of nodes added (#19577) - feat: Add metadata filtering support to BM25 Retriever and update documentation (#19586) ### `llama-index-tools-aws-bedrock-agentcore` \[0.1.0] - feat: Bedrock AgentCore browser and code interpreter toolspecs (#19559) ### `llama-index-vector-stores-baiduvectordb` \[0.6.0] - fix: fix filter operators and add stores\_text support (#19591) - feat: add wait logic for critical operations (#19587) ### `llama-index-vector-stores-postgres` \[0.6.2] - fix: Fixed special character bug in PGVectorStore query (#19621) - fix: change ts\_query definition to avoid double-stemming (#19581) ## \[2025-07-30] **NOTE:** All packages have been bumped to handle the latest llama-index-core version. ### `llama-index-core` \[0.13.0] - breaking: removed deprecated agent classes, including `FunctionCallingAgent`, the older `ReActAgent` implementation, `AgentRunner`, all step workers, `StructuredAgentPlanner`, `OpenAIAgent`, and more. All users should migrate to the new workflow based agents: `FunctionAgent`, `CodeActAgent`, `ReActAgent`, and `AgentWorkflow` (#19529) - breaking: removed deprecated `QueryPipeline` class and all associated code (#19554) - breaking: changed default `index.as_chat_engine()` to return a `CondensePlusContextChatEngine`. Agent-based chat engines have been removed (which was the previous default). If you need an agent, use the above mentioned agent classes. (#19529) - fix: Update BaseDocumentStore to not return Nones in result (#19513) - fix: Fix FunctionTool param doc parsing and signature mutation; update tests (#19532) - fix: Handle empty prompt in MockLLM.stream\_complete (#19521) ### `llama-index-embeddings-mixedbreadai` \[0.5.0] - feat: Update mixedbread embeddings and rerank for latest sdk (#19519) ### `llama-index-instrumentation` \[0.4.0] - fix: let wrapped exceptions bubble up (#19566) ### `llama-index-llms-google-genai` \[0.3.0] - feat: Add Thought Summaries and signatures for Gemini (#19505) ### `llama-index-llms-nvidia` \[0.4.0] - feat: add support for kimi-k2-instruct (#19525) ### `llama-index-llms-upstage` \[0.6.0] - feat: add new upstage model(solar-pro2) (#19526) ### `llama-index-postprocessor-mixedbreadai-rerank` \[0.5.0] - feat: Update mixedbread embeddings and rerank for latest sdk (#19519) ### `llama-index-readers-github` \[0.8.0] - feat: Github Reader enhancements for file filtering and custom processing (#19543) ### `llama-index-readers-s3` \[0.5.0] - feat: add support for region\_name via `client_kwargs` in S3Reader (#19546) ### `llama-index-tools-valyu` \[0.4.0] - feat: Update Valyu sdk to latest version (#19538) ### `llama-index-voice-agents-gemini-live` \[0.2.0] - feat(beta): adding first implementation of gemini live (#19489) ### `llama-index-vector-stores-astradb` \[0.5.0] - feat: astradb get nodes + delete nodes support (#19544) ### `llama-index-vector-stores-milvus` \[0.9.0] - feat: Add support for specifying partition\_names in Milvus search configuration (#19555) ### `llama-index-vector-stores-s3` \[0.2.0] - fix: reduce some metadata keys from S3VectorStore to save space (#19550) ### `llama-index-vector-stores-postgres` \[0.6.0] - feat: Add support for ANY/ALL postgres operators (#19553) ## \[2025-07-22] ### `llama-index-core` \[0.12.52.post1] - fix: do not write system prompt to memory in agents (#19512) ### `llama-index-core` \[0.12.52] - fix: Fix missing prompt in async MultiModalLLMProgram calls (#19504) - fix: Properly raise errors from docstore, fixes Vector Index Retrieval for `stores_text=True/False` (#19501) ### `llama-index-indices-managed-bge-m3` \[0.5.0] - feat: optimize memory usage for BGEM3Index persistence (#19496) ### `llama-index-readers-web` \[0.4.5] - feat: Add timeout to webpage readers, defaults to 60 seconds (#19503) ### `llama-index-tools-jira-issue` \[0.1.0] - feat: added jira issue tool spec (#19457) ### `llama-index-vector-stores-azureaisearch` \[0.3.10] - chore: add `**kwargs` into AzureAISearchVectorStore super init (#19500) ### `llama-index-vector-stores-neo4jvector` \[0.4.1] - fix: Patch Neo4jVector Call version (#19498) ## \[2025-07-21] ### `llama-index-core` \[0.12.51] - feat: Enhance FunctionTool with auto type conversion for basic Python types like date when using pydantic fields in functions (#19479) - fix: Fix retriever KeyError when using FAISS and other vector stores that do no store text (#19476) - fix: add system prompt to memory and use it also for structured generation (#19490) ### `llama-index-readers-azstorage-blob` \[0.3.2] - fix: Fix metadata serialization issue in AzStorageBlobReader (#19491) ## \[2025-07-19] ### `llama-index-core` \[0.12.50] - feat: support html table extraction in MarkdownElementNodeParser (#19449) - fix/slightly breaking: make `get_cache_dir()` function more secure by changing default location (#19415) - fix: resolve race condition in SQLAlchemyChatStore with precise timestamps (#19432) - fix: update document store import to use BaseDocumentStore in DocumentContextExtractor (#19466) - fix: improve empty retrieval check in vector index retriever (#19471) - fix: Fix running workflow agents as MCP servers by adding start event handling to workflow agents (#19470) - fix: handle ID type mismatch in various retrievers (#19448) - fix: add structured output to multi agent also from secondary constructor + tests (#19435) - fix: duplicated `session_id` metadata\_filter in VectorMemoryBlock (#19427) - fix: make sure to stop agent on function tool return direct (#19413) - fix: use a private folder to store NTLK cache (#19444) - fix: Update ReAct agent parse error message (#19431) ### `llama-index-instrumentation` \[0.3.0] - feat: Improve instrumentation span name (#19454) ### `llama-index-llms-bedrock-converse` \[0.7.6] - chore: added llama 4 models in Bedrock Converse, remove llama 3.2 1b and 3b from function calling models (#19434) ### `llama-index-llms-cloudflare-ai-gateway` \[0.1.0] - feat: introduce cloudflare ai gateway (#19395) ### `llama-index-llms-google-genai` \[0.2.5] - feat: Add `google_search` Tool Support to GoogleGenAI LLM Integration (#19406) ### `llama-index-readers-confluence` \[0.3.2] - refactor: various Confluence reader enhancements (logging, error handling) (#19424) ### `llama-index-readers-service-now` \[0.1.0] - feat: added service-now reader (#19429) ### `llama-index-protocols-ag-ui` \[0.1.4] - chore: remove some stray debug prints from AGUI (#19469) ### `llama-index-tools-wikipedia` \[0.3.1] - fix: Remove load\_kwargs from `WikipediaToolSpec.load_data` tool (#19464) ### `llama-index-vector-stores-baiduvectordb` \[0.3.1] - fix: pass `**kwargs` to `super().__init__` in BaiduVectorDB (#19436) ### `llama-index-vector-stores-moorcheh` \[0.1.1] - fix: Update Moorcheh Vector Store namespace resolution (#19461) ### `llama-index-vector-stores-s3` \[0.1.0] - feat: s3 vectors support (#19456) ## \[2025-07-14] ### `llama-index-core` \[0.12.49] - fix: skip tests on CI (#19416) - fix: fix structured output (#19414) - Fix: prevent duplicate triplets in SimpleGraphStore.upsert\_triplet (#19404) - Add retry capability to workflow agents (#19393) - chore: modifying raptors dependencies with stricter rules to avoid test failures (#19394) - feat: adding a first implementation of structured output in agents (#19337) - Add tests for and fix issues with Vector Store node serdes (#19388) - Refactor vector index retrieval (#19382) - Retriever Query Engine should use async node postprocessors (#19380) ### `llama-index-llms-bedrock-converse` \[0.7.5] - Fix BedrockConverse streaming token counting by handling messageStop … (#19369) ### `llama-index-llms-nvidia` \[0.3.5] - nvidia-llm : Adding support to use llm models outside default list (#19366) ### `llama-index-llms-oci-genai` \[0.5.2] - Fix bugs in tool calling for OCI generative AI Llama models (#19376) ### `llama-index-postprocessor-flashrank-rerank` \[0.1.0] - Fix bugs in tool calling for OCI generative AI Llama models (#19376) ### `llama-index-readers-web` \[0.4.4] - fix: avoid SimpleWebPageReader and others to use url as a Document id (#19398) ### `llama-index-storage-docstore-duckdb` \[0.1.0] - Add DuckDB KV, Document, and Index Store (#19282) ### `llama-index-storage-index-store-duckdb` \[0.1.0] - Add DuckDB KV, Document, and Index Store (#19282) ### `llama-index-storage-kvstore-duckdb` \[0.1.3] - DuckDB: Deadlocks-b-gone (#19401) - Improvements for DuckDB thread safety and embed dimension handling (#19391) - Add DuckDB KV, Document, and Index Store (#19282) ### `llama-index-vector-stores-duckdb` \[0.4.6] - DuckDB: Deadlocks-b-gone (#19401) - Improvements for DuckDB thread safety and embed dimension handling (#19391) - DuckDB Async and Faster Cosine Similarity (#19383) - DuckDB Small clean-up and add embeddings to returned nodes (#19377) ### `llama-index-vector-stores-moorcheh` \[0.1.0] - feat: Add Moorcheh vector store integration (#19349) ## \[2025-07-09] ### `llama-index-core` \[0.12.48] - fix: convert dict chat\_history to ChatMessage objects in AgentWorkflowStartEvent (#19371) - fix: Replace ctx.get/set with ctx.store.get/set in Context (#19350) - Bump the pip group across 6 directories with 1 update (#19357) - Make fewer trips to KV store during Document Hash Checks (#19362) - Don’t store Copy of document in metadata and properly return Nodes (#19343) - Bump llama-index-core from 0.12.8 to 0.12.41 in /docs in the pip group across 1 directory (#19345) - fix: Ensure CallbackManager is applied to default embed\_model (#19335) - fix publish sub-package workflow (#19338) ### `llama-index-embeddings-huggingface-optimum-intel` \[0.3.1] - Fix IntelEmbedding base.py (#19351) ### `llama-index-indices-managed-lancedb` \[0.1.0] - Fix broken lancedb tests (#19352) ### `llama-index-indices-managed-llamacloud` \[0.7.10] - vbump llama-cloud (#19355) - Fix async retrieval of page figure nodes (#19334) ### `llama-index-llms-google-genai` \[0.2.4] - Add Cached Content Support to GoogleGenAI LLM Integration (#19361) ### `llama-index-llms-oci-genai` \[0.5.1] - Add support of Image prompt for OCI generative AI Llama models (#19306) ### `llama-index-readers-file` \[0.4.11] - swamp xml for defusedxml (#19342) ### `llama-index-storage-chat-stores-postgres` \[0.2.2] - Update asyncpg (#19365) ## \[2025-07-06] ### `llama-index-core` \[0.12.47] - feat: add default `max_iterations` arg to `.run()` of 20 for agents (#19035) - feat: set `tool_required` to `True` for `FunctionCallingProgram` and structured LLMs where supported (#19326) - fix: fix missing raw in agent workflow events (#19325) - fix: fixed parsing of empty list in parsing json output (#19318) - chore: Deprecate Multi Modal LLMs (#19115) - All existing multi-modal llms are now extensions of their base `LLM` counterpart - Base `LLM` classes support multi-modal features in `llama-index-core` - Base `LLM` classes use `ImageBlock` internally to support multi-modal features ### `llama-index-cli` \[0.4.4] - fix: prevent command injection vulnerability in RAG CLI —clear flag (#19322) ### `llama-index-indices-managed-lancedb` \[0.1.0] - feat: Adding an integration for LanceDB MultiModal AI LakeHouse (#19232) ### `llama-index-llms-anthropic` \[0.7.6] - feat: anthropic citations support (#19316) ### `llama-index-llms-oci-genai` \[0.5.1] - feat: Add support of Image prompt for OCI generative AI Llama models (#19306) ### `llama-index-readers-web` \[0.4.3] - chore: Add firecrawl integration source (#19203) ## \[2025-07-02] ### `llama-index-core` \[0.12.46] - feat: Add async delete and insert to vector store index (#19281) - fix: Fixing ChatMessage to str handling of empty inputs (#19302) - fix: fix function tool context detection with typed context (#19309) - fix: inconsistent ref node handling (#19286) - chore: simplify citation block schema (#19308) ### `llama-index-embeddings-google-genai` \[0.2.1] - chore: bump min google-genai version (#19304) ### `llama-index-embeddings-nvidia` \[0.3.4] - fix: embedding model with custom endpoints 404 error (#19295) ### `llama-index-llms-google-genai` \[0.2.3] - chore: bump min google-genai version (#19304) ### `llama-index-tools-mcp` \[0.2.6] - fix: configuring resources from the mcp server correctly (#19307) ### `llama-index-voice-agents-elevenlabs` \[0.3.0-beta] - fix: Migrating Elevenlabs to adjust it to framework standard (#19273) ## \[2025-06-30] ### `llama-index-core` \[0.12.45] - feat: allow tools to output content blocks (#19265) - feat: Add chat UI events and models to core package (#19242) - fix: Support loading `Node` from ingestion cache (#19279) - fix: Fix SemanticDoubleMergingSplitterNodeParser not respecting max\_chunk\_size (#19235) - fix: replace `get_doc_id()` with `id_` in base index (#19266) - chore: remove usage and references to deprecated Context get/set API (#19275) - chore: deprecate older agent packages (#19249) ### `llama-index-llms-anthropic` \[0.7.5] - feat: Adding new AWS Claude models available on Bedrock (#19233) ### `llama-index-embeddings-azure-openai` \[0.3.9] - feat: Add dimensions parameter to AzureOpenAIEmbedding (#19239) ### `llama-index-embeddings-bedrock` \[0.5.2] - feat: Update aioboto3 dependency (#19237) ### `llama-index-llms-bedrock-converse` \[0.7.4] - feat: Update aioboto3 dependency (#19237) ### `llama-index-llms-dashscope` \[0.4.1] - fix: Fix dashscope qwen assistant api Error response problem, extract `tool_calls` info from ChatMessage kwargs to top level (#19224) ### `llama-index-memory-mem0` \[0.3.2] - feat: Adapting Mem0 to new framework memory standard (#19234) ### `llama-index-tools-google` \[0.5.0] - feat: Add proper async google search to tool spec (#19250) - fix: Clean up results in GoogleSearchToolSpec (#19246) ### `llama-index-vector-stores-postgres` \[0.5.4] - fix: Fix pg vector store sparse query (#19241) ## \[2025-06-25] ### `llama-index-core` \[0.12.44] - feat: Adding a `CachePoint` content block for caching chat messages (#19193) - fix: fix react system header formatting in workflow agent (#19158) - fix: fix ReActOutputParser when no “Thought:” prefix is produced by the LLM (#19190) - fix: Fixed string striping in react output parser (#19192) - fix: properly handle system prompt for CodeAct agent (#19191) - fix: Exclude raw field in AgentStream event to fix potential serialization issue (#19150) - chore: Mark older agent architectures in core as deprecated (#19205) - chore: deprecate query pipelines in code (#19206) ### `llama-index-embeddings-fastembed` \[0.3.5] - feat: Add Batch Support for FastEmbed (#19147) ### `llama-index-embeddings-huggingface` \[0.5.5] - feat: Add async batching for huggingface using `asyncio.to_thread` (#19207) ### `llama-index-llms-anthropic` \[0.7.4] - fix: update kwargs for anthropic bedrock (#19169) ### `llama-index-llms-google-genai` \[0.2.2] - fix: Setting up System instruction properly for google genai client (#19196) ### `llama-index-llms-mistralai` \[0.6.1] - fix: Fix image url handling in Mistral AI (#19139) ### `llama-index-llms-perplexity` \[0.3.7] - fix: make api\_key use `PPLX_API_KEY` in perplexity llm integration (#19217) ### `llama-index-postprocessor-bedrock-rerank` \[0.4.0] - fix: Avoid changing ‘top\_n’ self attribute at runtime (#19221) ### `llama-index-postprocessor-sbert-rerank` \[0.3.2] - feat: add `cross_encoder_kwargs` parameter for advanced configuration (#19148) ### `llama-index-utils-workflow` \[0.3.5] - feat: Adding visualization functions for single/multi agent workflows (#19101) ### `llama-index-vector-stores-azureaisearch` \[0.3.8] - feat: Enable forwarding of arbitrary Azure Search SDK parameters in AzureAISearchVectorStore for document retrieval (#19173) ### `llama-index-vector-stores-db2` \[0.1.0] - feat: add IBM Db2 vector store (#19195) ### `llama-index-vector-stores-duckdb` \[0.4.0] - feat: refactor DuckDB VectorStore (#19106) ### `llama-index-vector-stores-pinecone` \[0.6.0] - feat: support pinecone v7 (#19163) - fix: support python version `>=3.9,<4.0` for `llama-index-vector-stores-pinecone` (#19186) ### `llama-index-vector-stores-qdrant` \[0.6.1] - fix: fix types with IN/NIN filters in qdrant (#19159) ### `llama-index-voice-agents-openai` \[0.1.1-beta] - feat: Adding beta OpenAI Realtime Conversation integration (#19010) ## \[2025-06-18] ### `llama-index-core` \[0.12.43] - feat: Make BaseWorkflowAgent a workflow itself (#19052) - fix: make the progress bar of title extractor unified (#19131) - fix: Use `get_tqdm_iterable` in SimpleDirectoryReader (#18722) - chore: move out Workflows code to `llama-index-workflows` and keeping backward compatibility (#19043) - chore: move instrumentation code out to its own package `llama-index-instrumentation` (#19062) ### `llama-index-llms-bedrock-converse` \[0.7.2] - fix: improve empty tool call handling in bedrock converse (#19084) ### `llama-index-llms-openai` \[0.4.7] - fix: fix building openai responses dicts (#19089, #19094) ### `llama-index-llms-perplexity` \[0.3.6] - feat: Perf/improve robustness of perplexity llm integration (#19022) ### `llama-index-postprocessor-sbert-rerank` \[0.3.1] - feat: Added cache dir to Sentence Transformers post processor (#19097) ### `llama-index-protocols-ag-ui` \[0.1.2] - feat: add `ag-ui` protocol support (#19104, #19103, #19102, #18898) ### `llama-index-readers-google` \[0.6.2] - fix: Fix error getting metadata file IDs in google drive reader (#19118) ### `llama-index-readers-hive` \[0.3.1] - chore: deprecate and remove hive reader (#18990) ### `llama-index-readers-mongodb` \[0.3.2] - feat: Added Async driver for `alazy_load_data` for mongodb reader (#19038) ### `llama-index-storage-chat-store-sqlite` \[0.1.1] - fix: sqlite chat store compatibility with sqlalchemy 1.4 (#19067) ### `llama-index-tools-hive` \[0.1.0] - feat: Add Hive Intelligence search tool (#19029) ### `llama-index-utils-workflow` \[0.3.4] - feat: support drawing mermaid diagrams of workflows (#19083) ### `llama-index-vector-stores-lancedb` \[0.3.3] - fix: create table with pre-defined schema (#19064) ### `llama-index-vector-stores-milvus` \[0.8.5] - fix: `Connections.connect()` got multiple values for argument `alias` (#19119) ### `llama-index-vector-stores-opengauss` \[0.1.0] - feat: add openGauss integration (#19024) ## \[2025-06-11] ### `llama-index-core` \[0.12.42] - fix: pass input message to memory get (#19054) - fix: use async memory operations within async functions (#19032) - fix: Using uuid instead of hashing for broader compatibility in SQLTableNodeMapping (#19011) ### `llama-index-embeddings-bedrock` \[0.5.1] - feat: Update aioboto3 dependency (#19015) ### `llama-index-indices-managed-llama-cloud` \[0.7.7] - feat: figure retrieval SDK integration (#19017) - fix: Return empty list when argument `raw_figure_nodes` is None type in `page_figure_nodes_to_node_with_score` (#19053) ### `llama-index-llms-mistralai` \[0.6.0] - feat: Add reasoning support to mistralai LLM + magistral (#19048) ### `llama-index-llms-openai` \[0.4.5] - feat: O3 pro day 0 support (#19030) - fix: skip tool description length check in openai response api (#18956) ### `llama-index-llms-perplexity` \[0.3.5] - fix: perplexity llm integration bug fix (#19007) ### `llama-index-multi-modal-llms-openai-like` \[0.1.0] - feat: add openai like multi-modal LLM (#18997) ### `llama-index-postprocessor-bedrock-rerank` \[0.3.3] - feat: Prefer ‘BedrockRerank’ over ‘AWSBedrockRerank’ (#19016) ### `llama-index-readers-papers` \[0.3.1] - fix: make filename hashing more robust (#18318) ### `llama-index-tools-artifact-editor` \[0.1.0] - feat: Create ArtifactEditorToolSpec for editing pydantic objects (#18989) ### `llama-index-utils-workflow` \[0.3.3] - feat: Add label truncation to workflow visualization (#19027) ### `llama-index-vector-stores-opensearch` \[0.5.6] - feat: Add ability to exclude source fields from query response (#19018) ### `llama-index-voice-agents-elevenlabs` \[0.2.0-beta] - fix: Docs corrections + integrating tools for ElevenLabs integration (#19014) ## \[2025-06-07] ### `llama-index-core` \[0.12.41] - feat: Add MutableMappingKVStore for easier caching (#18893) - fix: async functions in tool specs (#19000) - fix: properly apply file limit to SimpleDirectoryReader (#18983) - fix: overwriting of LLM callback manager from Settings (#18951) - fix: Adding warning in the docstring of JsonPickleSerializer for the user to deserialize only safe things, rename to PickleSerializer (#18943) - fix: ImageDocument path and url checking to ensure that the input is really an image (#18947) - chore: remove some unused utils from core (#18985) ### `llama-index-embeddings-azure-openai` \[0.3.8] - fix: Azure api-key and azure-endpoint resolution fixes (#18975) - fix: api\_base vs azure\_endpoint resolution fixes (#19002) ### `llama-index-graph-stores-ApertureDB` \[0.1.0] - feat: Aperturedb propertygraph (#18749) ### `llama-index-indices-managed-llama-cloud` \[0.7.4] - fix: resolve retriever llamacloud index (#18949) - chore: composite retrieval add ReRankConfig (#18973) ### `llama-index-llms-azure-openai` \[0.3.4] - fix: api\_base vs azure\_endpoint resolution fixes (#19002) ### `llama-index-llms-bedrock-converse` \[0.7.1] - fix: handle empty message content to prevent ValidationError (#18914) ### `llama-index-llms-litellm` \[0.5.1] - feat: Add DocumentBlock support to LiteLLM integration (#18955) ### `llama-index-llms-ollama` \[0.6.2] - feat: Add support for the new think feature in ollama (#18993) ### `llama-index-llms-openai` \[0.4.4] - feat: add OpenAI JSON Schema structured output support (#18897) - fix: skip tool description length check in openai response api (#18956) ### `llama-index-packs-searchain` \[0.1.0] - feat: Add searchain package (#18929) ### `llama-index-readers-docugami` \[0.3.1] - fix: Avoid hash collision in XML parsing (#18986) ### `llama-index-readers-file` \[0.4.9] - fix: pin llama-index-readers-file pandas for now (#18976) ### `llama-index-readers-gcs` \[0.4.1] - feat: Allow newer versions of gcsfs (#18987) ### `llama-index-readers-obsidian` \[0.5.2] - fix: Obsidian reader checks and skips hardlinks (#18950) ### `llama-index-readers-web` \[0.4.2] - fix: Use httpx instead of urllib in llama-index-readers-web (#18945) ### `llama-index-storage-kvstore-postgres` \[0.3.5] - fix: Remove unnecessary psycopg2 from llama-index-storage-kvstore-postgres dependencies (#18964) ### `llama-index-tools-mcp` \[0.2.5] - fix: actually format the workflow args into a start event instance (#19001) - feat: Adding support for log recording during MCP tool calls (#18927) ### `llama-index-vector-stores-chroma` \[0.4.2] - fix: Update ChromaVectorStore port field and argument types (#18977) ### `llama-index-vector-stores-milvus` \[0.8.4] - feat: Upsert Entities supported in Milvus (#18962) ### `llama-index-vector-stores-redis` \[0.5.2] - fix: Correcting Redis URL/Client handling (#18982) ### `llama-index-voice-agents-elevenlabs` \[0.1.0-beta] - feat: ElevenLabs beta integration (#18967) ## \[2025-06-02] ### `llama-index-core` \[0.12.40] - feat: Add StopEvent step validation so only one workflow step can handle StopEvent (#18932) - fix: Add compatibility check before providing `tool_required` to LLM args (#18922) ### `llama-index-embeddings-cohere` \[0.5.1] - fix: add batch size validation with 96 limit for Cohere API (#18915) ### `llama-index-llms-anthropic` \[0.7.2] - feat: Support passing static AWS credentials to Anthropic Bedrock (#18935) - fix: Handle untested no tools scenario for anthropic tool config (#18923) ### `llama-index-llms-google-genai` \[0.2.1] - fix: use proper auto mode for google-genai function calling (#18933) ### `llama-index-llms-openai` \[0.4.2] - fix: clear up some field typing issues of OpenAI LLM API (#18918) - fix: migrate broken `reasoning_effort` kwarg to `reasoning_options` dict in OpenAIResponses class (#18920) ### `llama-index-tools-measurespace` \[0.1.0] - feat: Add weather, climate, air quality and geocoding tool from Measure Space (#18909) ### `llama-index-tools-mcp` \[0.2.3] - feat: Add headers handling to BasicMCPClient (#18919) ## \[2025-05-30] ### `llama-index-core` \[0.12.39] - feat: Adding Resource to perform dependency injection in Workflows (docs coming soon!) (#18884) - feat: Add `require_tool` param to function calling LLMs (#18654) - fix: make prefix and response non-required for hitl events (#18896) - fix: SelectionOutputParser when LLM chooses no choices (#18886) ### `llama-index-indices-managed-llama-cloud` \[0.7.2] - feat: add non persisted composite retrieval (#18908) ### `llama-index-llms-bedrock-converse` \[0.7.0] - feat: Update aioboto3 dependency to allow latest version (#18889) ### `llama-index-llms-ollama` \[0.6.1] - Support ollama 0.5.0 SDK, update ollama docs (#18904) ### `llama-index-vector-stores-milvus` \[0.8.3] - feat: Multi language analyzer supported in Milvus (#18901) ## \[2025-05-28] ### `llama-index-core` \[0.12.38] - feat: Adding a very simple implementation of an embeddings cache (#18864) - feat: Add `cols_retrievers` in NLSQLRetriever (#18843) - feat: Add row, col, and table retrievers as args in NLSQLTableQueryEngine (#18874) - feat: add configurable allow\_parallel\_tool\_calls to FunctionAgent (#18829) - feat: Allow ctx in BaseToolSpec functions, other ctx + tool calling overhauls (#18783) - feat: Optimize get\_biggest\_prompt for readability and efficiency (#18808) - fix: prevent DoS attacks in JSONReader (#18877) - fix: SelectionOutputParser when LLM chooses no choices (#18886) - fix: resuming AgentWorkflow from ctx during hitl (#18844) - fix: context serialization during AgentWorkflow runs (#18866) - fix: Throw error if content block resolve methods yield empty bytes (#18819) - fix: Reduce issues when parsing “Thought/Action/Action Input” ReActAgent completions (#18818) - fix: Strip code block backticks from QueryFusionRetriever llm response (#18825) - fix: Fix `get_function_tool` in function\_program.py when schema doesn’t have “title” key (#18796) ### `llama-index-agent-azure-foundry` \[0.1.0] - feat: add azure foundry agent integration (#18772) ### `llama-index-agent-llm-compiler` \[0.3.1] - feat: llm-compiler support `stream_step`/`astream_step` (#18809) ### `llama-index-embeddings-google-genai` \[0.2.0] - feat: add gemini embeddings tests and retry configs (#18846) ### `llama-index-embeddings-openai-like` \[0.1.1] - fix: Pass `http_client` & `async_http_client` to parent for OpenAILikeEmbedding (#18881) ### `llama-index-embeddings-voyageai` \[0.3.6] - feat: Introducing voyage-3.5 models (#18793) ### `llama-index-indices-managed-llama-cloud` \[0.7.1] - feat: add client support for `search_filters_inference_schema` (#18867) - feat: add async methods and blank index creation (#18859) ### `llama-index-llms-anthropic` \[0.6.19] - feat: update for claude 4 support in Anthropic LLM (#18817) - fix: thinking + tool calls in anthropic (#18834) - fix: check thinking is non-null in anthropic messages (#18838) - fix: update/fix claude-4 support (#18820) ### `llama-index-llms-bedrock-converse` \[0.6.0] - feat: add-claude4-model-support (#18827) - fix: fixing DocumentBlock usage within Bedrock Converse (#18791) - fix: calling tools with empty arguments (#18786) ### `llama-index-llms-cleanlab` \[0.5.0] - feat: Update package name and models (#18483) ### `llama-index-llms-featherlessai` \[0.1.0] - feat: featherless-llm-integration (#18778) ### `llama-index-llms-google-genai` \[0.1.14] - fix: Google GenAI token counting behavior, add basic retry mechanism (#18876) ### `llama-index-llms-ollama` \[0.5.6] - feat: Attempt to automatically set context window in ollama (#18822) - feat: use default temp in ollama models (#18815) ### `llama-index-llms-openai` \[0.3.44] - feat: Adding new OpenAI responses features (image gen, mcp call, code interpreter) (#18810) - fix: Update OpenAI response type imports for latest openai library compatibility (#18824) - fix: Skip tool description length check in OpenAI agent (#18790) ### `llama-index-llms-servam` \[0.1.1] - feat: add Servam AI LLM integration with OpenAI-like interface (#18841) ### `llama-index-observability-otel` \[0.1.0] - feat: OpenTelemetry integration for observability (#18744) ### `llama-index-packs-raptor` \[0.3.2] - Use global `llama_index` tokenizer in Raptor clustering (#18802) ### `llama-index-postprocessor-rankllm-rerank` \[0.5.0] - feat: use latest rank-llm sdk (#18831) ### `llama-index-readers-azstorage-blob` \[0.3.1] - fix: Metadata and filename in azstorageblobreader (#18816) ### `llama-index-readers-file` \[0.4.8] - fix: reading pptx files from remote fs (#18862) ### `llama-index-storage-kvstore-postgres` \[0.3.1] - feat: Create PostgresKVStore from existing SQLAlchemy Engine (#18798) ### `llama-index-tools-brightdata` \[0.1.0] - feat: brightdata integration (#18690) ### `llama-index-tools-google` \[0.3.1] - fix: `GmailToolSpec.load_data()` calls search with missing args (#18832) ### `llama-index-tools-mcp` \[0.2.2] - feat: enhance SSE endpoint detection for broader compatibility (#18868) - feat: overhaul `BasicMCPClient` to support all MCP features (#18833) - fix: McpToolSpec fetch all tools given the empty allowed\_tools list (#18879) - fix: add missing `BasicMCPClient.with_oauth()` kwargs (#18845) ### `llama-index-tools-valyu` \[0.2.0] - feat: Update to valyu 2.0.0 (#18861) ### `llama-index-vector-stores-azurecosmosmongo` \[0.6.0] - feat: Add Vector Index Compression support for Azure Cosmos DB Mongo vector store (#18850) ### `llama-index-vector-stores-opensearch` \[0.5.5] - feat: add filter support to check if a metadata key doesn’t exist (#18851) - fix: dont pass in both `extra_info` and `metadata` in vector store nodes (#18805) ## \[2025-05-19] ### `llama-index-core` \[0.12.37] - Ensure `Memory` returns at least one message (#18763) - Separate text blocks with newlines when accessing `message.content` (#18763) - reset `next_agent` in multi agent workflows (#18782) - support sqlalchemy v1 in chat store (#18780) - fix: broken hotpotqa dataset URL (#18764) - Use `get_tqdm_iterable` in SimpleDirectoryReader (#18722) - Pass agent workflow kwargs into start event (#18747) - fix(chunking): Ensure correct handling of multi-byte characters during AST node chunking (#18702) ### `llama-index-llms-anthropic` \[0.6.14] - Fixed DocumentBlock handling in OpenAI and Anthropic (#18769) ### `llama-index-llms-bedrock-converse` \[0.5.4] - Fix tool call parsing for bedrock converse (#18781) - feat: add missing client params for bedrock (#18768) - fix merging multiple tool calls in bedrock converse (#18761) ### `llama-index-llms-openai` \[0.3.42] - Fixed DocumentBlock handling in OpenAI and Anthropic (#18769) - Remove tool-length check in openai (#18784) - Add check for empty tool call delta, bump version (#18745) ### `llama-index-llms-openai-like` \[0.3.5] - Remove tool-length check in openai (#18784) ### `llama-index-retrievers-vectorize` \[0.1.0] - Add Vectorize retriever (#18685) ### `llama-index-tools-desearch` \[0.1.0] - Feature/desearch integration (#18738) ## \[2025-05-14] ### `llama-index-core` \[0.12.36] - add support for automatic session\_id filtering in vector memory blocks (#18730) - Add feature: support for DocumentBlock in chat messages (#18719) - Added initial Async methods for BaseIndex (#18711) - use fs to check ingestion pipeline path (#18680) - add edge case handling in StreamingAgentChatResponse (#18679) ### `llama-index-embeddings-azure-openai` \[0.3.5] - look for azure openai key env var in auzre embeddings (#18703) - only get `api_key` if not `use_azure_ad` (#18708) - fix typo of the if branch of get `api_key` if not `use_azure_ad` (#18720) ### `llama-index-embeddings-cohere` \[0.5.0] - Support Cohere V4 embeddings and V2 client (#18464) ### `llama-index-embeddings-fastembed` \[0.3.2] - Bugfix: FastEmbedEmbedding was missing code to pass extra arguments to the api (#18695) ### `llama-index-graph-stores-neptune` \[0.3.3] - fix: Handle possible OverflowError when getting Neptune node properties (#18687) ### `llama-index-readers-legacy-office` \[0.1.1] - feat: `legacy_office`, Apache Tika based `.doc` reader (#18649) - chore: fix lagecy office reader bloated metadata (#18696) ### `llama-index-retrievers-vectorize` \[0.1.0] - Add Vectorize retriever (#18685) ### `llama-index-tools-brightdata` \[0.1.0] - Feature/brightdata integration (#18690) ### `llama-index-tools-mcp` \[0.1.3] - MCP one-liners for workflow servers and function tools (#18729) ### `llama-index-tools-openapi` \[0.4.0] - feat Improve OpenAPI and Requests tool capabilities and reliability (#18681) ### `llama-index-tools-requests` \[0.4.0] - feat Improve OpenAPI and Requests tool capabilities and reliability (#18681) ### `llama-index-vector-stores-milvus` \[0.8.2] - fix(MilvusVectorStore): use primary key from milvus by its name instead of ‘id’ (#18714) ### `llama-index-vector-stores-postgres` \[0.5.3] - Add `IS_EMPTY` support for PGVectorStore (#18667) ### `llama-index-vector-stores-redis` \[0.5.1] - Adding Async Redis Vector Store support (#18675) ## \[2025-05-08] ### `llama-index-core` \[0.12.35] - add support for prefilling partial tool kwargs on `FunctionTool` (#18658) - Fix/react agent max iterations skipping (#18634) - handling for edge-case serialization in prebuilt workflows like `AgentWorkflow` (#18628) - memory revamp with new base class (#18594) - add prebuilt memory blocks (#18607) ### `llama-index-embeddings-autoembeddings` \[0.1.0] - Support for AutoEmbeddings integration from chonkie (#18578) ### `llama-index-embeddings-huggingface-api` \[0.3.1] - Fix dep versions for huggingface-hub (#18662) ### `llama-index-indices-managed-vectara` \[0.4.5] - Bugfix in using cutoff argument with chain reranker in Vectara (#18610) ### `llama-index-llms-anthropic` \[0.6.12] - anthropic citations and tool calls (#18657) ### `llama-index-llms-cortex` \[0.3.0] - Cortex enhancements 2 for auth (#18588) ### `llama-index-llms-dashscope` \[0.3.3] - Fix dashscope tool call parsing (#18608) ### `llama-index-llms-google-genai` \[0.1.12] - Fix modifying object references in google-genai llm (#18616) - feat(llama-index-llms-google-genai): 2.5-flash-preview tests (#18575) - Fix last\_msg indexing (#18611) ### `llama-index-llms-huggingface-api` \[0.4.3] - Huggingface API fixes for task and deps (#18662) ### `llama-index-llms-litellm` \[0.4.2] - fix parsing streaming tool calls (#18653) ### `llama-index-llms-meta` \[0.1.1] - Support Meta Llama-api as an LLM provider (#18585) ### `llama-index-node-parser-docling` \[0.3.2] - Fix/docling node parser metadata (#186390) ### `llama-index-node-parser-slide` \[0.1.0] - add SlideNodeParser integration (#18620) ### `llama-index-readers-github` \[0.6.1] - Fix: Add follow\_redirects=True to GitHubIssuesClient (#18630) ### `llama-index-readers-markitdown` \[0.1.1] - Fix MarkItDown Reader bugs (#18613) ### `llama-index-readers-oxylabs` \[0.1.2] - Add Oxylabs readers (#18555) ### `llama-index-readers-web` \[0.4.1] - Fixes improper invocation of Firecrawl library (#18646) - Add Oxylabs readers (#18555) ### `llama-index-storage-chat-store-gel` \[0.1.0] - Add Gel integrations (#18503) ### `llama-index-storage-docstore-gel` \[0.1.0] - Add Gel integrations (#18503) ### `llama-index-storage-kvstore-gel` \[0.1.0] - Add Gel integrations (#18503) ### `llama-index-storage-index-store-gel` \[0.1.0] - Add Gel integrations (#18503) ### `llama-index-utils-workflow` \[0.3.2] - Fix event colors of draw\_all\_possible\_flows (#18660) ### `llama-index-vector-stores-faiss` \[0.4.0] - Add Faiss Map Vector store and fix missing index\_struct delete (#18638) ### `llama-index-vector-stores-gel` \[0.1.0] - Add Gel integrations (#18503) ### `llama-index-vector-stores-postgres` \[0.5.2] - add indexed metadata fields (#18595) ## \[2025-04-30] - Migrate repo from poetry to uv (#18524) ### `llama-index-core` \[0.12.34] - fix: `aextract_table_summaries` cause unwanted output when showprogress is False (#18528) ### `llama-index-embeddings-cohere` \[0.4.1] - Fix Cohere Embedding Multiprocessing with Custom Endpoint (#18551) ### `llama-index-embeddings-openvino-genai` \[0.5.0] - add openvino genai embedding (#18569) ### `llama-index-llms-bedrock-converse` \[0.5.0] - Add support for AWS Bedrock Application Inference Profiles (#18549) ### `llama-index-llms-google-genai` \[0.1.10] - 2.5-flash-preview tests + structured predict changes/fixes (#18575) - unlock pillow dep in google genai llm (#18533) - merge tool messages properly (#18527) ### `llama-index-llms-huggingface-api` \[0.4.2] - Add provider support to HuggingFaceInferenceAPI (#18574) ### `llama-index-llms-vllm` \[0.5.1] - feat: add is\_chat\_model option (#18552) ### `llama-index-packs-code-hierarchy` \[0.5.1] - Code Hierarchy Agent Pack Issue with Empty and different encoding based files (#18538) ### `llama-index-postprocessor-cohere-rerank` \[0.4.0] - update default model version to v3.0 in CohereRerank (#18579) ### `llama-index-readers-database` \[0.4.0] - Enhance DatabaseReader with new features and improved documentation (#18537) ### `llama-index-tools-mcp` \[0.1.2] - Prevent MCP Connections Hang (#18512) ### `llama-index-vector-stores-opensearch` \[0.5.3] - Add OpensearchVectorClient to conditionally check index existence for AOSS (#18560) ### `llama-index-vector-stores-postgres` \[0.5.1] - Implement aget\_nodes and adelete in PGVectorStore (#18515) - Allow PGVectorStore to allow passing in engines (#18507) ## \[2025-04-23] ### `llama-index-core` \[0.12.33 / 0.12.33.post1] - bundle newer tiktoken encodings, bump min tiktoken version (#18509) ### `llama-index-vector-stores-milvus` \[0.8.1] - Milvus Vector Store: Update metadata filtering demo (#18502) ## \[2025-04-21] ### `llama-index-core` \[0.12.32] - Fix media resource serialization (#18496) - fix react agent prompt updates (#18494) ### `llama-index-indices-managed-vectara` \[0.4.4] - Close “session” in VectaraIndex on GC (#18484) ### `llama-index-llms-openai` \[0.3.38] - allow content blocks in openai assistant messages (#18495) ### `llama-index-llms-openvino-genai` \[0.1.1] - fix the openvino llm initialize issue (#18481) ### `llama-index-vector-stores-milvus` \[0.8.0] - MilvusVectorStore: BM25 as default sparse embedding function (#18460) ## \[2025-04-16] ### `llama-index-core` \[0.12.31] - Fix/memory multimodal content serialization (#18447) - add async to memory and postprocessor base classes (#18438) ### `llama-index-callbacks-arize-pheonix` \[0.5.1] - llama index callbacks arize phoenix python version bump (#18466) ### `llama-index-graph-stores-nebula` \[0.4.2] - fix nebula index ddl (#18461) ### `llama-index-indices-managed-vectara` \[0.4.3] - Added `llm_name` argument for Vectara (#18472) ### `llama-index-llms-cohere` \[0.4.1] - expand cohere model support (#18440) ### `llama-index-llms-llama-api` \[0.4.0] - Fix LlamaAPI integration by wrapping OpenAI (#18437) ### `llama-index-llms-perplexity` \[0.3.3] - Update Perplexity Implementation for new models (#18442) ### `llama-index-llms-openai` \[0.3.37] - Added model names for OpenAI 4.1 support (#18456) - o3 and o4-mini support (#18473) - Don’t create a sync openai client when using async methods with Azure (#18471) ### `llama-index-storage-chat-store-sqlite` \[0.1.0] - Feat add sqlite chat store (#18432) ### `llama-index-vector-stores-ApertureDB` \[0.0.1] - Add ApertureDB vector store (#18428) ### `llama-index-vector-stores-elasticsearch` \[0.4.3] - implement missing BasePydanticVectorStore methods (#18454) ## \[2025-04-10] ### `llama-index-core` \[0.12.30] - Fix multi-agent state formatting (#18417) - use to\_thread for async reader methods by default (#18418) ### `llama-index-callbacks-arize-pheonix` \[0.5.0] - Connect new phoenix tracing option for separate context (#18415) ### `llama-index-graph-stores-nebula` \[0.4.1] - fix nebula properties get (#18423) ### `llama-index-llms-openai` \[0.3.33] - Actually fix pass-by-reference errors in OpenAIResponses (#18420) ## \[2024-04-08] ### `llama-index-core` \[0.12.29] - better enforce agent handoffs in AgentWorkflow (#18399) - waiting for events refactor to handle multiple `wait_for_event` calls (#18226) - fix: 🐛 Replace broken and discontinued `tree_sitter_languages` with `tree_sitter_language_pack` (#18387) - Fix the costly pop(0) in SentenceSplitter when parsing numerous texts (#18359) ### `llama-index-embeddings-huggingface` \[0.5.3] - add option to toggle progress bars in HuggingFaceEmbedding (#18404) ### `llama-index-embeddings-openai-like` \[0.1.0] - Add OpenAILikeEmbedding, update docs (#18364) ### `llama-index-llms-bedrock-converse` \[0.4.15] - feature: add multi-modal support for bedrock converse (#18373) - support bedrock converse deepseek r1 (#18371) ### `llama-index-llms-ibm` \[0.3.4] - cache watsonx context window (#18350) ### `llama-index-llms-openai` \[0.3.31] - fix openai json decode error (#18352) - enable openai responses override (#18402) ### `llama-index-llms-vertex` \[0.4.6] - Add ImageBlock and TextBlock support for Gemini models (#18344) ### `llama-index-graph-stores-kuzu` \[0.7.0] - Update to Kuzu 0.9.0 (#18382) ### `llama-index-indices-managed-llama-cloud` \[0.6.11] - remove org id kwarg (#18355) ### `llama-index-readers-microsoft-sharepoint` \[0.5.1] - Fix Sharepoint folder path encoding issue (#18357) ### `llama-index-readers-papers` \[0.3.2] - fix: use defusexml instead of xml.etree (#18362) ### `llama-index-readers-stripe-docs` \[0.3.1] - fix: use defusexml instead of xml.etree (#18362) ### `llama-index-readers-uniprot` \[0.1.0] - Add uniprot reader (#18356) ### `llama-index-readers-web` \[0.3.9] - fix: use defusexml instead of xml.etree (#18362) ### `llama-index-retrievers-galaxia` \[0.1.0] - Add GalaxiaRetriever (#18317) ### `llama-index-vector-stores-azureaisearch` \[0.3.7] - chore: add title and keywords to semantic config (#18354) ### `llama-index-vector-stores-lancedb` \[0.3.2] - fix overwrite vs append logic in LanceDB (#18405) ### `llama-index-utils-workflow` \[0.3.1] - Fix `draw_all_possible_flows` for custom StopEvents (#18347) ## \[2025-04-01] ### `llama-index-core` \[0.12.28] - add a code act agent + docs + from-scratch guide (#18329) - fix template var mapping for `RichPromptTemplate`, add docs (#18309) - Support multi-modal agents in `AgentWorkflow` / `ReActAgent` / `FunctionAgent` / `CodeActAgent` (#18330) - fix include Node metadata in hash calculation in new node class (#18303) - Fix `Context._events_queue` when loaded from `Context.from_dict` (#18304) - docs: add Langfuse instrumentation (#18321) ### `llama-index-embeddings-fastembed` \[0.3.1] - add providers kwarg (#18310) ### `llama-index-graph-stores-memgraph` \[0.3.1] - Update Memgraph integration to latest syntax (#18319) ### `llama-index-indices-managed-llama-cloud` \[0.6.10] - misc fixes in constructing client (#18323) ### `llama-index-llms-asi` \[0.1.0] - add asi llm integration (#18292) ### `llama-index-llms-dashscope` \[0.3.2] - Update DashScope integration with new tool handling and dependency version bump (#18311) ### `llama-index-llms-ipex-llm` \[0.3.1] - fix IpexLLM constructor error (#18200) ### `llama-index-llms-litellm` \[0.4.1] - LiteLLM: better support tools streaming, and support multimodal inputs (#18314) ### `llama-index-readers-obsidian` \[0.5.1] - fix: prevent path traversal from symlinks (#18320) ### `llama-index-readers-papers` \[0.3.1] - fix: make filename hashing more robust (#18318) ### `llama-index-tools-mcp` \[0.1.1] - Fixed case when `json_type` is a list (multiple possible types) (#18306) ### `llama-index-vector-stores-clickhouse` \[0.4.1] - fix: patch multiple sql-injection vulnerabilities (#18316) ### `llama-index-vector-stores-couchbase` \[0.3.1] - fix: patch multiple sql-injection vulnerabilities (#18316) ### `llama-index-vector-stores-deeplake` \[0.3.3] - fix: patch multiple sql-injection vulnerabilities (#18316) ### `llama-index-vector-stores-jaguar` \[0.3.1] - fix: patch multiple sql-injection vulnerabilities (#18316) ### `llama-index-vector-stores-lantern` \[0.3.1] - fix: patch multiple sql-injection vulnerabilities (#18316) ### `llama-index-vector-stores-nile` \[0.2.2] - fix: patch multiple sql-injection vulnerabilities (#18316) ### `llama-index-vector-stores-milvus` \[0.7.2] - \[bugfix] Milvus create index when existed (#18315) - Add more unit tests for milvus vector store (#18331) ### `llama-index-vector-stores-oracledb` \[0.2.1] - fix: patch multiple sql-injection vulnerabilities (#18316) ### `llama-index-vector-stores-singlestoredb` \[0.3.1] - fix: patch multiple sql-injection vulnerabilities (#18316) ## \[2025-03-28] ### `llama-index-core` \[0.12.27] - optimize initial imports by lazily importing and loading nltk data (#18289) - support postponed type hints in workflow step signatures (#18225) ### `llama-index-llms-litellm` \[0.3.1] - feat: added tool calling support for LiteLLM (#18235) ### `llama-index-llms-openai` \[0.3.29] - Add `OpenAIResponses` class to support OpenAI’s responses API (#18300) - type safe structured predict in overridden methods (#18290) ### `llama-index-tools-dappier` \[0.1.0] - Add Dappier Real Time Search and AI Recommendations Tools (#18211) ### `llama-index-vector-stores-milvus` \[0.7.1] - Milvus Vector Store: Support full-text search by BM25 (#18281) - Fix Milvus vector store to handle text field retrieval ## \[2025-03-26] ### `llama-index-core` \[0.12.26] - simplify FunctionAgent/ReActAgent usage for single-agent workflows (#18227) - Introduce RichPromptTemplate for jinja-like templating (#18178) - add implementation for structured llm reranker (#18216) ### `llama-index-embeddings-azure-openai` \[0.3.2] - Fix `api_base` and `azure_deployment` mutually exclusive in `AzureOpenAIEmbedding` class (#18219) - Fix `api_base` parameter in `AzureOpenAIEmbedding` class (#18191) ### `llama-index-finetuning` \[0.3.1] - Update to SentenceTransformersFinetuneEngine to expose transformer checkpoint related arguments (#18194) ### `llama-index-llms-dashscope` \[0.3.1] - add `astream_chat` and `astream_complete` for dashscope llm (#18196) ### `llama-index-llms-bedrock` \[0.3.8] - deprecate older google and bedrock packages (#18210) - add Bedrock application inference profile support (#18213) - Fixed provider-resolution for foundation-model ARNs (#18283) ### `llama-index-llms-bedrock-converse` \[0.4.12] - Do not append None to chat history in bedrock converse (#18206) - Add new apac bedrock llms (#18045) - handle chat message as user msg in converse chat with tools (#18187) ### `llama-index-llms-gemini` \[0.4.13] - Ensure `stream_complete` accumulates text and sets delta (#18246) ### `llama-index-llms-google-genai` \[0.1.6] - deprecate older google and bedrock packages (#18210) - fix google genai tool description (#18242) - fix: support anyof, optional and union in google-genai (#18231) ### `llama-index-llms-openai` \[0.3.27] - add o1-pro support (#18207) - improve default image quality in openai llm (#18258) ### `llama-index-llms-text-generation-inference` \[0.3.2] - Fix `model_name` validation error in TextGenerationInference, its not requested from TGI endpoint and results in exception (#18234) ### `llama-index-llms-vertx` \[0.4.4] - deprecate older google and bedrock packages (#18210) - Vertex LLM does not handle FunctionCall tools (#18201) ### `llama-index-readers-file` \[0.4.7] - feat: improve data retrieval by adding headers with the columns for pandas excel reader (#18233) ### `llama-index-storage-chat-store-dynomodb` \[0.3.1] - feat: Add TTL support for DynamoDB chat store (#18084) ### `llama-index-storage-chat-store-redis` \[0.4.1] - Fix Runtime Warning for Coroutine never awaited in Redis chat store (#18274) ### `llama-index-vector-stores-milvus` \[0.6.1] - Escape single quotes in milvus filters (#18244) - Speed up Milvus async\_add (#18243) ### `llama-index-vector-stores-qdrant` \[0.6.0] - update qdrant to always prefer named vectors (#18192) - bump qdrant version python deps (#18273) ## \[2025-03-18] ### `llama-index-core` \[0.12.25] - Ensuring original text is preserved in CHUNKING\_REGEX in splitters (#18054) - use SimpleDirectoryReader without llama-index-readers-file package (#18173) - Improved Annotations and Error Handling in utils.py and exec\_utils.py (#18153) - Add `build_semantic_nodes_from_nodes` to SemanticDoubleMergingSplitterNodeParser (#18114) - fix: Optimize memory management of the Context object (#18170) - fix: allow streaming events from context after workflows ends (#18174) - feat: Add a clear method to the Context class (#18136) ### `llama-index-embeddins-clip` \[0.4.0] - unpin ClipEmbedding deps (#18165) ### `llama-index-embeddings-netmind` \[0.1.0] - add netmind integrations (#18078) ### `llama-index-indices-managed-llama-cloud` \[0.6.9] - fix kwargs for LlamaCloudCompositeRetriever (#18141) ### `llama-index-llms-bedrock-converse` \[0.4.10] - Bug fix: Calling tools with no arguments (#18143) - add token counts to the chat and achat methods of BedrockConverse (#18148) ### `llama-index-llms-contextual` \[0.0.1] - fixes for contextual glm (#18145) ### `llama-index-llms-google-genai` \[0.1.4] - genai image output (#18138) ### `llama-index-llms-langchain` \[0.6.1] - Replace deprecated predict with invoke in llama-index-llms-langchain (#18169) ### `llama-index-llms-netmind` \[0.1.0] - add netmind integrations (#18078) ### `llama-index-llms-novita` \[0.1.0] - add NovitaAI llm class (#18134) ### `llama-index-postprocessor-aimon-rerank` \[0.1.0] - AIMon reranker integration into LlamaIndex node postprocessors (#18087) ### `llama-index-readers-mongodb` \[0.3.1] - feat(mongo reader): field\_extractors (#18063) ### `llama-index-tools-vectara-query` \[0.3.1] - Update Vectara Tool for Metadata Changes to VectaraIndex (#18126) ### `llama-index-vector-stores-azurecosmosnosql` \[1.3.2] - Fix: AzureCosmosNoSQL vector\_store; delete based on `ref_doc_id` (#18120) ### `llama-index-vector-stores-pinecone` \[0.4.5] - bump compatible pinecone version (#18113) ## \[2025-03-13] ### `llama-index-core` \[0.12.24] - fix get content node metadata duplicated templates (#18110) - remove assert for multimodal llms in multimodal vector store/query engine (#18112) - fix: make run\_step return all the events produced by a step (#18082) - fix(multimodal nodes): check image path is file before open (#18043) ### `llama-index-embeddings-google-genai` \[0.1.0] - Google genai embeddings (#18079) ### `llama-index-graph-stores-neptune` \[0.3.2] - Fix the TypeError in the upsert\_triplet method of the Neptune (#18051) ### `llama-index-indices-managed-vectara` \[0.4.2] - Update Vectara Index to return both document level and page level metadata (#17976) ### `llama-index-llms-contextual` \[0.1.0] - Contextual Generate model (#17913) ### `llama-index-llms-google-genai` \[0.1.3] - Use GenAI package for google (#17939) - fix gemini roles (#18108) - fix null model meta references (#18109) - \[BUG FIX] Google genai vertexai error (#18070) ### `llama-index-memory-mem0` \[0.3.0] - Mem0Memory Integration Issue: Update Required for Mem0 API Parameter Changes (#18066) ### `llama-index-postprocessor-contextual-rerank` \[0.1.0] - Contextual reranker (#18075) ### `llama-index-readers-elasticsearch` \[0.3.1] - Fix the redundancy of ElasticsearchReader (#18106) ### `llama-index-readers-google` \[0.6.1] - Use int type for redirect URI port (#18097) ## \[2025-03-07] ### `llama-index-core` \[0.12.23] - added `merging_separator` argument to allow for specifying chunk merge separator in semantic splitter (#18027) - Add support for running single-agent workflows within the BaseWorkflowAgent class (#18038) - Fix the error raised when ReactAgent is created without an explicit system message (#18041) - add a field keep\_whitespaces to TokenTextSplitter (#17998) - do not convert raw tool output to string in AgentWorkflow (#18006) ### `llama-index-embeddings-ollama` \[0.6.0] - feat: add client\_kwargs Parameter to OllamaEmbedding Class (#18012) ### `llama-index-llms-anthropic` \[0.6.10] - anthropic caching and thinking updates (#18039) - allow caching of tool results (#18028) - support caching of anthropic system prompt (#18008) - Ensure resuming a workflow actually works (#18023) - \[MarkdownNodeParser] Adding customizable header path separator char (#17964) - feat: return event instance from run() when stop event is custom (#18001) ### `llama-index-llms-azure-openai` \[0.3.2] - AzureOpenAI: api\_base and azure\_endpoint are mutually exclusive (#18037) - Add base\_url to AzureOpenAI (#17996) ### `llama-index-llms-bedrock-converse` \[0.4.8] - message text is required in boto3 model (#17989) ### `llama-index-llms-ollama` \[0.5.3] - Make request\_timeout in Ollama LLM optional (#18007) ### `llama-index-llms-mistralai` \[0.4.0] - MistralAI support for multImodal content blocks (#17997) ### `llama-index-readers-file` \[0.4.6] - Bugfix: Use `torch.no grad()` in inference in ImageVisionLLMReader when PyTorch is installed (#17970) ### `llama-index-storage-chat-store-mongo` \[0.1.0] - Feat/mongo chat store (#17979) ### `llama-index-core` \[0.12.23] - added `merging_separator` argument to allow for specifying chunk merge separator in semantic splitter (#18027) - Add support for running single-agent workflows within the BaseWorkflowAgent class (#18038) - Fix the error raised when ReactAgent is created without an explicit system message (#18041) - add a field keep\_whitespaces to TokenTextSplitter (#17998) ## \[2025-02-28] ### `llama-index-core` \[0.12.22] - fix agentworkflow tool call tracking on final response (#17968) ### `llama-index-readers-github` \[0.6.0] - Ensure that Github reader uses timeout and retries params (#17959) ### `llama-index-readers-web` \[0.3.7] - chore: update FireCrawlWebReader integration to support extract (#17957) ## \[2025-02-27] ### `llama-index-core` \[0.12.21] - fix: remove warnings from workflow tests (#17943) - fix: take step workers into account when running a workflow step-wise (#17942) - feat: auto-detect custom start and stop events in workflow classes (#17865) - Feature/remove retriever tool template override (#17909) - only modify delta if ‘Answer:’ was actually detected (#17901) - Fix CitationQueryEngine init function for response\_synthesizer (#17897) - fix ChatSummaryMemoryBuffer.\_summarize\_oldest\_chat\_history (#17845) - fix: make base64 detection more robust across the board (#17930) - fix: stepwise execution breaks when steps do async work (#17914) - safer workflow cancel + fix restored context bug (#17938) ### `llama-index-cli` \[0.4.1] - fix: escape user input before shelling out command (#17953) - llamaindex-cli to handle glob patterns correctly (#17904) ### `llama-index-embeddings-gaudi` \[0.2.1] - fix: Remove cache\_dir Pydantic field validation (#17947) ### `llama-index-indices-managed-vectara` \[0.4.1] - Support for custom vectara\_base\_url (#17934) ### `llama-index-llms-anthropic` \[0.6.7] - fix: tools param cannot be Null when calling Anthropic Messages API (#17928) ### `llama-index-llms-bedrock` \[0.3.4] - feat(bedrock): add Claude 3.7 Sonnet model support (#17950) ### `llama-index-llms-bedrock-converse` \[0.4.7] - feat(bedrock converse): add Meta Llama 3.3 70B instruct model support (#17915) ### `llama-index-llms-gemini` \[0.4.11] - feat: change maximum allowed model temperature to 2.0 for Gemini (#17886) ### `llama-index-llms-ibm` \[0.3.3] - Update WatsonxLLM.metadata property to avoid validation error when model\_limits field isn’t present (#17839) ### `llama-index-llms-openai` \[0.3.24] - add gpt-4.5-preview (#17954) - fix: openai-like openai agent streaming over vLLM (#17927) - Fix “Invalid value for ‘content’: expected a string, got null.” openai error in case of empty assistant messages (#17921) ### `llama-index-multi-modal-llms-azure-openai` \[0.4.0] - Refactored to be a light wrapper on top of the normal AzureOpenAI llm (which also supports images using content blocks) to prevent code duplication (#17951) ### `llama-index-multi-modal-llms-huggingface` \[0.4.2] - Support text-only prompts for LlamaMultiModal class (#17855) ### `llama-index-multi-modal-llms-openai` \[0.5.0] - Refactored to be a light wrapper on top of the normal OpenAI llm (which also supports images using content blocks) to prevent code duplication (#17951) ### `llama-index-postprocessor-ibm` \[0.1.0] - feat: Add ibm-watsonx-ai rerank integration (#17900) ### `llama-index-readers-web` \[0.3.6] - fix: respect max\_depth in KnowledgeBaseWebReader (#17949) ### `llama-index-retrievers-tldw` \[0.0.1] - tl;dw AI Integration for Retrievers (#17872) ### `llama-index-tools-valyu` \[0.1.0] - feat: Add Valyu Integration (#17892) ### `llama-index-vector-stores-azureaisearch` \[0.3.6] - azureaisearch: add default mySemanticConfig as name when creating index (#17908) ### `llama-index-vector-stores-databricks` \[0.4.0] - build: support python3=3.9,<4.0 for llama-index-vector-stores-databricks (#17937) ### `llama-index-vector-stores-duckdb` \[0.3.1] - fix: escape params in SQL queries in DuckDB vector store (#17952) ### `llama-index-vector-stores-elasticsearch` \[0.4.2] - fix: fix adelete method and add delete\_nodes to elasticsearch vector store (#17890) ## \[2025-02-25] ### `llama-index-core` \[0.12.20] - feat: Attach more metadata to retrieved image node (#17868) - fix: FunctionAgent and ReActAgent error out when LLM response contains no chat messages (#17884) - fix: Convert Embedding Functions to Async (#17888) ### `llama-index-networks` \[0.6.0] - fix: Bump python-jose version (#17866) ### `llama-index-vector-stores-redis` \[0.5.0] - fix: Update for redisvl 0.4.0 (#17902) ### `llama-index-llms-anthropic` \[0.6.6] - fix: Add support for Claude 3.7-family models (#17905) ### `llama-index-readers-microsoft-outlook-emails` \[0.1.1] - fix: Import path was incorrect for microsoft\_outlook\_emails integration (#17867) ### `llama-index-llms-vertex` \[0.4.3] - fix: Chat messages with tool calls incorrectly mapping to Vertex message (#17893) ### `llama-index-llms-bedrock-converse` \[0.4.6] - feat: add Claude 3.7 Sonnet model support (#17911) ## \[2025-02-17] ### `llama-index-core` \[0.12.19] - Added sync/async Function tool callback (#16637) - Tweaked regex for template vars ### `llama-index-experimental` \[0.5.4] - Experimental natural language retrievers using duck db (#15642) ### `llama-index-graph-stores-memgraph` \[0.3.0] - fix version on memgraph (#17842) ### `llama-index-indices-managed-llama-cloud` \[0.6.7] - Image Metadata Test + Sync Implementation (#17844) ### `llama-index-postprocessor-nvidia-rerank` \[0.4.2] - NVIDIARerank add http\_client parameter to pass custom clients (#17832) ### `llama-index-llms-mistralai` \[0.3.3] - mistral saba support (#17847) ## \[2025-02-16] ### `llama-index-core` \[0.12.18] - improve prompt helper multimodal support (#17831) - Retain return type from `@dispatcher.span` (#17817) - Silence nltk downloader (#17816) - Keep a reference to asyncio tasks in `astream_chat()` (#17812) ### `llama-index-indices-managed-llama-cloud` \[0.6.6] - include file & page metadata when returning image node from llamacloud retriever (#17823) - Improve error logs for llamacloud indices (#17827) ### `llama-index-indices-managed-vertexai` \[0.2.1] - Add textnode metadata (#17814) ### `llama-index-llms-anthropic` \[0.6.5] - feat: ✨ add support to anthropic claude-3-5-haiku-latest model name (#17818) ### `llama-index-llms-openai` \[0.3.20] - openai developer message fix for older o1 models (#17833) ### `llama-index-readers-microsoft-outlook-emails` \[0.1.0] - feat: add Microsoft Outlook Email Reader integration (#17829) ### `llama-index-tools-mcp` \[0.1.0] - feat: add mcp tool spec (#17795) ### `llama-index-tools-playwright` \[0.1.1] - Fix: Change Playwright browser tool from sync to async (#17808) ### `llama-index-vector-stores-azureaisearch` \[0.3.5] - Expand AzureAISearchVectorStore filter options (#17811) - azureaisearch: prefer using hybrid\_top\_k over similarity\_top\_k for hybrid search (#17612) - azureaisearch: add default to None for semantic configuration name (#17807) ### `llama-index-vector-stores-mariadb` \[0.3.1] - MariaDB Vector Store Integration: Add tuning parameters and utility functions (#17791) ## \[2025-02-11] ### `llama-index-core` \[0.12.17] - Added support for AudioBlocks in chat messages (OpenAI only for now) (#17780) - Fix: SimpleDirectoryReader metadata handles timezones inconsistently (#17724) ### `llama-index-agent-openai` \[0.4.4] - added additional parameters in openai assistant agent (#17729) - Avoid async race conditions in `aput_messages` (#17754) ### `llama-index-embeddings-siliconflow` \[0.2.1] - Add retry logic to siliconflow llm and embeddings (#17771) ### `llama-index-graph-rag-cognee` \[0.1.3] - Cognee integration version update (#17769) ### `llama-index-graph-stores-neptune` \[0.3.1] - fix: update the upsert\_triplet method in neptune integration (#17727) ### `llama-index-llms-gemini` \[0.4.9] - fix gemini tool choice (#17747) - fix gemini multi-turn tool calling (#17764) - chore: add tests for latest gemini structured gen (#17762) ### `llama-index-llms-ibm` \[0.3.2] - fix: Update `WatsonxLLM.stream_chat()` to adapt to upcoming `ibm-watsonx-ai 1.2.7` and avoid error. (#17772) ### `llama-index-llms-langchain` \[0.6.0] - Update the llama-index-llms-langchain to latest langchain API - removes the deprecation warning (#17770) ### `llama-index-llms-ollama` \[0.5.2] - Ollama Native Multimodal support with ImageBlocks (#17759) ### `llama-index-llms-openai` \[0.3.19] - add audio support to openai (#17780) ### `llama-index-llms-openvino-genai` \[0.1.0] - Add llama-index-llms-openvino-genai package (#17714) ### `llama-index-llms-siliconflow` \[0.2.1] - Add retry logic to siliconflow llm and embeddings (#17771) ### `llama-index-readers-whisper` \[0.1.0] - Add OpenAI Whisper Reader (#17778) ### `llama-index-retrievers-bm25` \[0.5.2] - BM25Retriever: UnicodeError Handling and Encoding Flexibility Improvement (#17643) ### `llama-index-retrievers-kendra` \[0.1.0] - Add kendra retriever (#17760) ### `llama-index-tools-jira` \[0.1.0] - Jira tools integration (#17763) ### `llama-index-tools-playwright` \[0.1.0] - feat: playwright browser tool (#17706) ### `llama-index-vector-stores-elasticsearch` \[0.4.1] - missed keyword suffix for delete query (#17750) ## \[2025-01-05] ### `llama-index-core` \[0.12.16] - Be more lenient with leading whitespaces emitted by some models when doing ReAct (#17701) - Fix `user_msg` vs `chat_history` AgentWorkflow inputs (#17690) ### `llama-index-embeddings-oci-data-science` \[0.1.0] - Add OCI Data Science Model Deployment Embedding Integration (#17243) ### `llama-index-embeddings-vllm` \[0.1.0] - Add vLLM offline inference supports for embedding (#17675) ### `llama-index-embeddings-voyageai` \[0.3.5] - small async voyageai fix (#17698) ### `llama-index-llms-gemini` \[0.4.7] - gemini 2.0 support (#17720) - feat: support basic function call for gemini (google-generativeai) (#17696) ### `llama-index-llms-oci-data-science` \[0.1.0] - Add OCI Data Science Model Deployment LLM Integration (#17241) ### `llama-index-llms-oci-genai` \[0.3.1] - Option to pass auth\_file\_location, in-order to overwrite default config file location i.e. \~/.oci/config (#17695) ### `llama-index-llms-ollama` \[0.5.1] - fix: avoid missing tool calls while streaming ### `llama-index-llms-openai` \[0.3.17] - fix: max\_tokens in O1 (#17703) - o3 mini support (#17689) - fix max\_tokens, add reasoning\_effort for openai reasoning models (#17694) ### `llama-index-readers-obsidian` \[0.5.0] - Improved Obsidian Reader (#17699) ### `llama-index-tools-scrapegraph` \[0.1.1] - feat: add new scrapegraph endpoint (#17709) ## \[2025-01-31] ### `llama-index-core` \[0.12.15] - Add error\_on\_tool\_error param to FunctionCallingLLM.predict\_and\_call (#17663) - Get tool description from pydantic field (#17679) - fix: make ctx.\_events\_buffer json-serializable (#17676) - feat: allow to exclude empty file simple directory reader (#17656) - improve markdown llm output parsing (#17577) - small typo fix in the default plan refine prompt (#17644) ### `llama-index-agent-openai` \[0.4.3] - fix repeated sources when doing parallel tool calling (#17645) ### `llama-index-embeddings-text-embeddings-inference` \[0.3.2] - Add endpoint parameter to TextEmbeddingsInference (#17598) ### `llama-index-llms-bedrock-converse` \[0.4.5] - fix bedrock function calling (#17658) ### `llama-index-llms-cortex` \[0.1.0] - Add Snowflake Cortex Integration (#17585) ### `llama-index-llms-fireworks` \[0.3.2] - Deepseek-r1 is now supported by fireworks (#17657) - Deepseek-v3 is now supported by fireworks (#17518) ### `llama-index-llms-gemini` \[0.4.5] - adding the chat decorators to async calls (#17678) ### `llama-index-llms-llama-cpp` \[0.4.0] - update llama-cpp integration + docs (#17647) ### `llama-index-vector-stores-azureaisearch` \[0.3.3] - Feat/fix Azure AI Search Hybrid Semantic Search Unusability due to hardcoded parameter (#17683) ### `llama-index-vector-stores-pinecone` \[0.4.4] - `get_nodes()` now accepts include\_values param to return embeddings (#17635) ## \[2025-01-25] ### `llama-index-core` \[0.12.14] - Fix agentworkflow handoffs for non-openai llms (#17631) - small fixes to the multi-agent workflow demo notebook (#17628) ### `llama-index-embeddings-bedrock` \[0.5.0] - Implement async bedrock embeddings (#17610) ### `llama-index-llms-bedrock-converse` \[0.4.4] - Fix prompt stacking in bedrock converse (#17613) ### `llama-index-llms-deepseek` \[0.1.0] - DeepSeek official API LLM (#17625) ### `llama-index-readers-google` \[0.6.0] - GoogleDriveReader support file extensions (#17620) ## \[2025-01-23] ### `llama-index-core` \[0.12.13] - Fixing header\_path bug re: markdown level vs. stack depth in MarkdownNodeParser (#17602) - Advanced text to sql sample rows, adding row retrieval for few-shot prompts (#17479) - Made the message role of ReAct observation configurable (#17521) - fix reconstructing a tool in AgentWorkflow (#17596) - support content blocks in chat templates (#17603) - Add contextual retrieval support with a new `DocumentContextExtractor` (#17367) ### `llama-index-graph-stores-memgraph` \[0.2.1] - Vector index support for Memgraph’s integration (#17570) ### `llama-index-graph-stores-neo4j` \[0.4.6] - Improves connections for neo4j objects and adds some tests (#17562) ### `llama-index-indices-managed-llama-cloud` \[0.6.4] - Add framework integration for composite retrieval (#17536) ### `llama-index-llms-langchain` \[0.5.1] - get valid string when streaming (#17566) ### `llama-index-llms-mistralai` \[0.3.2] - update function calling models in mistral (#17604) ### `llama-index-llms-openai` \[0.3.14] - fix openai.BadRequestError: Invalid value for ‘content’: expected a string, got null for tool calls (#17556) ### `llama-index-readers-file` \[0.4.3] - Refactor markdown\_to\_tups method to better handle multi-level headers (#17508) ### `llama-index-readers-web` \[0.3.5] - feat: Agentql Web Loader (#17575) ### `llama-index-tools-linkup-research` \[0.3.0] - add linkup tool (#17541) ### `llama-index-tools-notion` \[0.3.1] - fix: correct the input params of “load\_data” in NotionPageReader (#17529) ### `llama-index-vector-stores-pinecone` \[0.4.3] - build: 🆙 replace pinecone-client with pinecone package (#17587) ### `llama-index-vector-stores-postgres` \[0.4.2] - Add support for halfvec vector type (#17534) ## \[2025-01-20] ### `llama-index-core` \[0.12.12] - feat: add AgentWorkflow system to support single and multi-agent workflows (#17237) - Fix image-path validation in ImageNode (#17558) ### `llama-index-indices-managed-vectara` \[0.4.0] - (breaking change) API Migration (#17545) ### `llama-index-llms-anthropic` \[0.6.4] - feat: support direct PDF handling for Anthropic (#17506) ### `llama-index-llms-fireworks` \[0.3.1] - Deepseek-v3 is now supported by fireworks (#17518) ### `llama-index-llms-stepfun` \[1.0.0] - feat: add stepfun integrations (#17514) ### `llama-index-multi-modal-llms-gemini` \[0.5.0] - refact: make GeminiMultiModal a thin wrapper around Gemini (#17501) ### `llama-index-postprocessor-longllmlingua` \[0.4.0] - Add longllmlingua2 integration (#17531) ### `llama-index-readers-web` \[0.3.4] - feat: Hyperbrowser Web Reader (#17489) ## \[2025-01-15] ### `llama-index-core` \[0.12.11] - fix: bug in MediaResource validator (#17509) - handle pandas errors in md to df in MarkdownElementNodeParser (#17511) - bugfix: Duplicated citation nodes (#17440) - Fixed issue #17397 by updating the markdown format in MarkdownReader (#17429) - feat: support adding images to ChatMessage through additional\_kwargs (#17477) - feat: async semantic splitter noder parser (#17449) - more exception handling in schema llm extractor (#17432) ### `llama-index-agent-openai` \[0.4.2] - Async memory management for OpenAIAgentWorker (#17375) ### `llama-index-embeddings-huggingface` \[0.5.0] - multimodal huggingface embeddings support (#17463) ### `llama-index-embeddings-gemini` \[0.3.1] - add request options to gemini (#17452) ### `llama-index-embeddings-opea` \[0.1.0] - Add support for OPEA LLMs in Llama-Index (#16666) ### `llama-index-embeddings-upstage` \[0.4.1] - bugfix: Fix upstage embedding available model mapping (#17460) ### `llama-index-graph-stores-neo4j` \[0.4.5] - Fix neo4j schema bug (#17448) ### `llama-index-llms-gemini` \[0.4.3] - add request options to gemini (#17452) ### `llama-index-llms-opea` \[0.1.0] - Add support for OPEA LLMs in Llama-Index (#16666) ### `llama-index-llms-openai` \[0.3.13] - adjust openai model temperature to accept values between 0 and 2 (#17453) ### `llama-index-multi-modal-llms-bedrock` \[0.1.0] - Add Multi Modal Bedrock Integration (#17451) ### `llama-index-postprocessor-bedrock-rerank` \[0.3.1] - Change `top_n` if number of input nodes are less (#17374) ### `llama-index-readers-slack` \[0.3.1] - Added support to allow only public slack channels (#17399) ### `llama-index-storage-chat-store-tablestore` \[0.1.0] - Tablestore Support ChatStore/KvStore/DocStore/IndexStore (#17473) ### `llama-index-storage-docstore-tablestore` \[0.1.0] - Tablestore Support ChatStore/KvStore/DocStore/IndexStore (#17473) ### `llama-index-storage-index-store-tablestore` \[0.1.0] - Tablestore Support ChatStore/KvStore/DocStore/IndexStore (#17473) ### `llama-index-storage-kvstore-tablestore` \[0.1.0] - Tablestore Support ChatStore/KvStore/DocStore/IndexStore (#17473) ### `llama-index-vector-stores-mariadb` \[0.3.0] - Support MariaDB 11.7 in the MariaDB vector store integration (#17497) ### `llama-index-vector-stores-neptune` \[0.3.1] - add test, fix missing method (#17485) ### `llama-index-vector-stores-qdrant` \[0.4.3] - Add new operator for Qdrant Vector store (#17490) ## \[2024-12-31] ### `llama-index-core` \[0.12.10] - remove asserts from schema llm extractor (#17425) - feat: support typing.Annotated for adding parameter descriptions in FunctionTools (#17411) - Guess image\_mimetype for ImageNode (#17422) ### `llama-index-embeddings-nvidia` \[0.3.1] - NVIDIA Support for v2 Embedding & Reranking NIMs #(17410) ### `llama-index-embeddings-openvino` \[0.5.1] - update deps of OpenVINO packages (#17419) ### `llama-index-multi-modal-llms-openai` \[0.4.2] - Add support for gpt-4o-2024-08-06 to multi modal llms (#17405) ### `llama-index-packs-raptor` \[0.3.1] - Fix for llama\_index.packs.raptor tree\_traversal retrieval (#17406) ### `llama-index-postprocessor-openvino-rerank` \[0.4.1] - update deps of OpenVINO packages (#17419) ### `llama-index-readers-file` \[0.4.2] - Remove MarkdownReader from the default loaders in SimpleDirectoryReader (#17412) ### `llama-index-core` \[0.12.9] - clean up type hints in schema extractor (#17394) - Fix IndexError in LLM Reranking when handling malformed LLM responses (#17353) ### `llama-index-llms-bedrock-converse` \[0.4.3] - Fix Regression on Tools use for Bedrock Converse (#17364) ### `llama-index-llms-sagemaker-endpoint` \[0.3.1] - Pass `aws_region_name` to `get_aws_service_client()` in SageMakerLLM (#12000) ### `llama-index-postprocessor-voyageai-rerank` \[0.3.2] - VoyageAIRerank constructor fix for truncation (#17343) ### `llama-index-readers-gitlab` \[0.3.1] - Fix: Properly add blob documents from Gitlab Repo (#17392) ### `llama-index-readers-rss` \[0.3.2] - Fix minor issues in rss (#17351) ### `llama-index-readers-web` \[0.3.3] - fix: prevent infinite recursion in `get_article_urls` (#17360) ### `llama-index-vector-stores-azureaisearch` \[0.3.2] - azureaisearch: add semantic search mode support for async queries (#17335) ### `llama-index-vector-stores-azurecosmosnosql` \[1.3.1] - fix storeindex cosmosnosql query issue - (BadRequest) (#17385) ### `llama-index-vector-stores-milvus` \[0.5.0] - feat: milvus async (#17378) ### `llama-index-vector-stores-opensearch` \[0.5.2] - Fix typo in property name (#17365) - bugfix when initializing with async aoss vector store (#17340) ### `llama-index-vector-stores-tablestore` \[0.2.2] - TablestoreVectorStore: support hybrid query, modify some documents. (#17366) - TablestoreVectorStore check the Dimension of the embedding when writing it to store. (#17321) ### `llama-index-vector-stores-qdrant` \[0.4.2] - qdrant filter fix for `query_str` is None (#17377) ### `llama-index-vector-stores-weaviate` \[1.3.1] - implement `client_kwargs["custom_batch"]` for weaviate (#17347) ## \[2024-12-20] ### `llama-index-core` \[0.12.8] - Fix exclude text in document serialization (#17341) - Fix missing aput in awrite\_response\_to\_history (#17338) ### `llama-index-graph-rag-cognee` \[0.1.0] - Cognee integration (#17314) ### `llama-index-llms-openai` \[0.3.12] - Tweak o1 function calling reqs (#17328) ## \[2024-12-18] ### `llama-index-core` \[0.12.7] - fix: add a timeout to langchain callback handler (#17296) - fix: make Document serialization event more backward compatible (#17312) ### `llama-index-embeddings-voyageai` \[0.3.4] - Exposing additional keyword arguments for VoyageAI’s embedding model (#17315) ### `llama-index-llms-keywordsai` \[0.1.0] - Added KeywordsAI LLM (#16860) ### `llama-index-llms-oci-genai` \[0.4.0] - Add OCI Generative AI tool calling support (#16888) ### `llama-index-llms-openai` \[0.3.11] - support new o1 models (#17307) ### `llama-index-postprocessor-voyageai-rerank` \[0.3.1] - VoyageAI Reranker optional API Key (#17310) ### `llama-index-vector-stores-azureaisearch` \[0.3.1] - improve async search client handling (#17319) ### `llama-index-vector-stores-azurecosmosmongo` \[0.4.0] - CosmosDB insertion timestamp bugfix (#17290) ### `llama-index-vector-stores-azurecosmosnosql` \[1.3.0] - CosmosDB insertion timestamp bugfix (#17290) ## \[2024-12-17] ### `llama-index-core` \[0.12.6] - \[bug fix] Ensure that StopEvent gets cleared from Context.\_in\_progress\[“\_done”] after a Workflow run (#17300) - fix: add a timeout to langchain callback handler (#17296) - tweak User vs tool in react prompts (#17273) - refact: Refactor Document to be natively multimodal (#17204) - fix: make ImageDocument derive from Document, backward compatible (#17259) - fix: accept already base64-encoded data in ImageBlock (#17244) - fix(metrics): fixed NDCG calculation and updated previous tests (#17236) - fix: remove llama-index-legacy dependency in llama-index-core (#17231) - Refined the default documentation generation for function tools (#17208) ### `llama-index-embeddings-voyageai` \[0.3.3] - add support for voyageai >=0.3.0 (#17120) - Introducting VoyageAI’s new multimodal embeddings model (#17261) - VoyageAI multimodal embedding, correction (#17284) ### `llama-index-experimental` \[0.5.2] - Fixed import errors for experimental JSONalyzeQueryEngine (#17228) ### `llama-index-grapg-stores-neo4j` \[0.4.4] - Add cypher corrector and allow graph schema filtering (#17223) - Add timeout config to neo4j graph (#17267) - Add text and embedding type to neo4j enhanced schema (#17289) ### `llama-index-llms-anthropic` \[0.6.3] - add content blocks to anthropic (#17274) - Do not send blank content to anthropic (#17278) - Update anthropic type imports for v0.41.0 release (#17299) - Fix Anthropic tokenizer protocol (fix by Devin) (#17201) ### `llama-index-llms-bedrock` \[0.3.3] - Add Amazon bedrock guardrails (#17281) ### `llama-index-llms-bedrock-converse` \[0.4.2] - Add Amazon bedrock guardrails (#17281) ### `llama-index-llms-gemini` \[0.4.1] - Gemini 2.0 support (#17249) ### `llama-index-llms-mistralai` \[0.3.1] - add tool call id/name to mistral chat messages (#17280) ### `llama-index-llms-nvidia` \[0.3.1] - Adding llama 3.3-70b as function-calling-capable (#17253) ### `llama-index-llms-openai` \[0.3.10] - fix openai message dicts for tool calls (#17254) ### `llama-index-llms-text-generation-inference` \[0.3.1] - Fix: TGI context window (#17252) ### `llama-index-multi-modal-llms-anthropic` \[0.3.1] - handle more response types in anthropic multi modal llms (#17302) ### `llama-index-readers-confluence` \[0.3.1] - Support Confluence cookies (#17276) ### `llama-index-vector-stores-milvus` \[0.4.0] - Parse “milvus\_search\_config” out of “vector\_store\_kwargs” (#17221) - refactor and optimize milvus code (#17229) ### `llama-index-vector-stores-pinecone` \[0.4.2] - Handle empty retrieved Pinecone index values (#17242) ### `llama-index-vector-stores-qdrant` \[0.4.1] - feat: Add NOT filter condition to MetadataFilter and QdrantVectorStore (#17270) ### `llama-index-vector-stores-weaviate` \[1.3.0] - Add async support to weaviate vector store integration (#17220) ## \[2024-12-09] ### `llama-index-core` \[0.12.5] - Refined the default description generation for function tools (#17208) ### `llama-index-multi-modal-llms-azure-openai` \[0.3.2] - fix: relax pin on openai llm dependency (#17210) ### `llama-index-postprocessor-pinecone-native-rerank` \[0.1.0] - feat: integration on pinecone hosted rerankers (#17192) ### `llama-index-tools-scrapegraph` \[0.1.0] - Add Scrapegraph tool integration (#17238) ### `llama-index-vector-stores-postgres` \[0.3.3] - Update pgvector dependency to version 0.3.6 (#17195) ## \[2024-12-08] ### `llama-index-core` \[0.12.4] - Fix sync and async structured streaming (#17194) - unpin pydantic to allow 2.8 or greater (#17193) - Update core structured predict streaming, add ollama structured predict (#17188) - bump tenacity dependency in llama-index-core (#17178) ### `llama-index-indices-managed-vectara` \[0.3.1] - Add Verbose to Vectara `as_query_engine` (#17176) ### `llama-index-llms-ollama` \[0.5.0] - Update core structured predict streaming, add ollama structured predict (#17188) ### `llama-index-llms-perplexity` \[0.3.2] - Fix message format for perplexity (#17182) ### `llama-index-readers-web` \[0.3.1] - Add possibility to use URI as doc id in WholeSiteReader (#17187) ### `llama-index-vector-stores-chroma` \[0.4.1] - BUG FIX: llama-index-vectorstore-chromadb to work with chromadb v0.5.17 (#17184) ## \[2024-12-06] ### `llama-index-core` \[0.12.3] - cover SimpleDirectoryReader with unit tests (#17156) - docs: rewrite openai image reasoning example without multimodal LLM (#17148) - fix(metrics): fixed NDCG calculation and added comprehensive test cases (#17126) - feat: improve ImageBlock (#17111) - Remove forgotten print in ChatMemoryBuffer (#17114) - \[FIX] Move JSONalyzeQueryEngine to experimental (#17110) ### `llama-index-embeddings-clip` \[0.3.1] - Unrestrict clip models to use (#17162) ### `llama-index-embeddings-openai` \[0.3.1] - fix/openai-embbeding-retry (#17072) ### `llama-index-embeddings-text-embeddings-inference` \[0.3.1] - proper auth token in TEI (#17158) ### `llama-index-indices-managed-llama-cloud` \[0.6.3] - chore: fix httpx\_client typo in LlamaCloudRetriever (#17101) - fix: wrong project id variable in LlamaCloudRetriever (#17086) ### `llama-index-llms-bedrock-converse` \[0.4.1] - Adding AWS Nova models to Bedrock Converse (#17139) ### `llama-index-llms-ollama` \[0.4.2] - Ollama LLM: Added TypeError exception to `_get_response_token_counts` (#17150) ### `llama-index-llms-sambanovasystems` \[0.4.3] - changes in openai identification in url (#17161) ### `llama-index-memory-mem0` \[0.2.1] - Fix mem0 version check (#17159) ### `llama-index-multi-modal-llms-openai` \[0.4.0] - fix: make OpenAIMultiModal work with new ChatMessage (#17138) ### `llama-index-postprocessor-bedrock-rerank` \[0.3.0] - Add AWS Bedrock Reranker (#17134) ### `llama-index-readers-file` \[0.4.1] - update doc id for unstructured reader (#17160) ### `llama-index-retrievers-duckdb-retriever` \[0.4.0] - fix: use prepared statement in DuckDBRetriever (#17092) ### `llama-index-vector-stores-postgres` \[0.3.2] - Create tables for pgvector regardless of schema status (#17100) ### `llama-index-vector-stores-weaviate` \[1.2.4] - make alpha not none in weaviate (#17163) - Make Weaviate Vector Store integration work with complex properties (#17129) - Add support for `IS_EMPTY` metadata filters to Weaviate Vector Store integration (#17128) - Make Weaviate Vector Store integration support nested metadata filtering (#17107) ## \[2024-11-26] ### `llama-index-core` \[0.12.2] - improve traceback logging for workflows (#17040) - Initial version of checkpointing for Workflows (#17006) - Fix base component tests (#17062) - mark code splitter tests as optional (#17060) - update contributing guide and dev deps (#17051) - fix Handling of WorkflowDone exception (#17047) ### `llama-index-embeddings-vertex` \[0.3.1] - remove pyarrow from vertex deps (#16997) ### `llama-index-llms-ibm` \[0.3.1] - IBM watsonx.ai acomplete & achat integration (#17034) ### `llama-index-llms-openai` \[0.3.2] - fixes tool\_choice in certain scenarios for openai (#17058) ### `llama-index-llms-perplexity` \[0.3.1] - Fix: update perplexity models, add unit tests and minor fixes (#17045) ### `llama-index-llms-vertex` \[0.4.1] - remove pyarrow from vertex deps (#16997) ### `llama-index-multi-modal-llms-huggingface` \[0.2.1] - Add stream\_chat and conditionally set AutoModelClass to MllamaForConditionalGeneration (#17031) ### `llama-index-readers-box` \[0.3.1] - Fix box api - mypy breakage (#17061) ### `llama-index-vector-stores-deeplake` \[0.3.2] - deeplake v3 backward compatibility (#17057) ### `llama-index-vector-stores-mongodb` \[0.6.0] - MongoDB Atlas: Adds search index commands and tests/examples of metadata filters (#15265) ### `llama-index-vector-stores-postgres` \[0.3.1] - check if schema exists before doing rest of init during pgvector table creation (#17063) ## \[2024-11-20] ### `llama-index-core` \[0.12.1] - Pin pydantic to `<2.10` temporarily - feat\[react-multimodal]: add gemini support for images in MultimodalReActAgentWorker (#16992) ### `llama-index-indices-managed-llama-cloud` \[0.6.2] - api\_key typo in llama-cloud-index (#17001) ### `llama-index-llms-openai` \[0.3.1] - Add support for latest gpt-4o model (#17015) ### `llama-index-llms-zhipuai` \[0.2.1] - zhipuai add stop param to api (#16996) ### `llama-index-multi-modal-llms-mistralai` \[0.3.1] - Add support for mistral latest models (#16991) ### `llama-index-multi-modal-llms-replicate` \[0.3.1] - Fix: Correct typo in replicate multi modal package (#16998) ### `llama-index-vector-stores-pinecone` \[0.4.1] - add get\_nodes to pinecone (#17007) ## \[2024-11-17] **NOTE:** Updating to v0.12.0 will require bumping every other `llama-index-*` package! Every package has had a version bump. Only notable changes are below. ### `llama-index-core` \[0.12.0] - Dropped python3.8 support, Unpinned numpy (#16973) - Kg/dynamic pg triplet retrieval limit (#16928) ### `llama-index-indices-managed-llama-cloud` \[0.6.1] - Add ID support for LlamaCloudIndex & update from\_documents logic, modernize apis (#16927) - allow skipping waiting for ingestion when uploading file (#16934) - add support for files endpoints (#16933) ### `llama-index-indices-managed-vectara` \[0.3.0] - Add Custom Prompt Parameter (#16976) ### `llama-index-llms-bedrock` \[0.3.0] - minor fix for messages/completion to prompt (#15729) ### `llama-index-llms-bedrock-converse` \[0.4.0] - Fix async streaming with bedrock converse (#16942) ### `llama-index-multi-modal-llms-nvidia` \[0.2.0] - add vlm support (#16751) ### `llama-index-readers-confluence` \[0.3.0] - Permit passing params to Confluence client (#16961) ### `llama-index-readers-github` \[0.5.0] - Add base URL extraction method to GithubRepositoryReader (#16926) ### `llama-index-vector-stores-weaviate` \[1.2.0] - Allow passing in Weaviate vector store kwargs (#16954) ## \[2024-11-11] ### `llama-index-core` \[0.11.23] - Fix workflow timeout when streaming and exception happens (#16852) - New function for core.multi\_modal\_llms.generic\_utils (#16896) - Added docstrings and unit tests for core.multimodal (#16872) - actually setting num\_workers = num\_cpus for ingestion pipeline (#16803) ### `llama-index-embeddings-nvidia` \[0.2.5] - skip model validation for nvdev embedding models (#16883) ### `llama-index-embeddings-modelscope` \[0.3.0] - Add ModelScope embedding support (#16873) ### `llama-index-graph-stores-kuzu` \[0.4.0] - BREAKING: Update relationship table label nomenclature, existing graphs will need to be recreated (#16886) ### `llama-index-llms-anthropic` \[0.4.0] - use new anthropic token counting api (#16909) ### `llama-index-llms-bedrock-converse` \[0.3.8] - Add inference profile support to Bedrock Converse and add Llama 3.1/3.2 (#16827) ### `llama-index-llms-nvidia` \[0.2.7] - skip model validation for nvdev llm models (#16882) ### `llama-index-llms-modelscope` \[0.3.0] - Fix modelscope ‘pipeline’ referenced before assignment (#16864) ### `llama-index-llms-ollama` \[0.3.6] - fix ignoring tool calls in additional kwargs of messages (#16764) ### `llama-index-llms-siliconflow` \[0.1.0] - add siliconflow llm class (#16861) ### `llama-index-postprocessor-tei-rerank` \[0.2.1] - fix top-n parameter in TEI reranker (#16884) ### `llama-index-readers-gitbook` \[0.2.0] - add gitbook reader (#16862) ### `llama-index-readers-google` \[0.4.3] - feat: add relative file path google drive (#16907) ### `llama-index-readers-file` \[0.3.0] - Bump versions and update pypdf dependency to 5.1.0 (#16905) ### `llama-index-vector-stores-azureaisearch` \[0.2.9] - Add UserAgent header “llamaindex-python” for azure search (#16895) ### `llama-index-vector-stores-clickhouse` \[0.3.2] - fix clickhouse init in vector store (#16903) ## \[2024-11-05] ### `llama-index-core` \[0.11.22] - bring back support for prompt templates in context chat engines (#16821) - Fixed the JSON Format of Generated Sub-Question (double curly brackets) (#16820) - markdown splitter improve metadata (#16789) - fix empty index + generation synthesizer (#16785) ### `llama-index-embeddings-azure-inference` \[0.2.4] - Support for api\_version and Azure AI model inference service (#16802) ### `llama-index-embeddings-gemini` \[0.2.2] - fix await-async-embeddings (#16790) ### `llama-index-embeddings-siliconflow` \[0.1.0] - add siliconflow embedding class (#16753) ### `llama-index-indices-managed-vectara` \[0.2.4] - Hotfix: Chain Query Configuration (#16818) ### `llama-index-llms-anthropic` \[0.3.9] - Add Anthropic Claude Haiku 3.5 to the list of supported Claude models (#16823) ### `llama-index-llms-azure-inference` \[0.2.4] - Support for api\_version and Azure AI model inference service (#16802) ### `llama-index-llms-bedrock` \[0.2.6] - Add Anthropic Claude Haiku 3.5 to the list of supported Claude models for bedrock and bedrock-converse integrations (#16825) ### `llama-index-llms-bedrock-converse` \[0.3.7] - Add Anthropic Claude Haiku 3.5 to the list of supported Claude models for bedrock and bedrock-converse integrations (#16825) ### `llama-index-llms-dashscope` \[0.2.5] - More tolerant definition of LLMMetadata information (#16830) - Fix abstract method signature error (#16809) ### `llama-index-llms-vllm` \[0.3.0] - remove beam search param for latest vllm (#16817) ### `llama-index-postprocessor-colpali-rerank` \[0.1.0] - Add ColPali as reranker (#16829) ### `llama-index-postprocessor-siliconflow-rerank` \[0.1.0] - add siliconflow rerank class (#16737) ### `llama-index-readers-microsoft-onedrive` \[0.2.2] - fix: add required\_exts for one drive reader (#16822) ### `llama-index-vector-stores-chroma` \[0.3.0] - Support breaking changes to filter syntax in latest chroma (#16806) ### `llama-index-vector-stores-pinecone` \[0.3.0] - support sparse embedding models, fix delete for serverless for pinecone (#16819) ## \[2024-10-31] ### `llama-index-core` \[0.11.21] - Fixed issue with default value set as None for workflow `ctx.get()` (#16756) - fix various issues with react agent streaming (#16755) - add unit test for query pipeline (#16749) - Fix \_merge\_ref\_doc\_kv\_pairs duped for-loop (#16739) - bugfix: determine if nodes is none when creating index (#16703) - fixes LLMRerank default\_parse\_choice\_select\_answer\_fn parsing issue (#16736) - fix return type check on workflows (#16724) - Fixing a verbose issue and making sql errors more informative (#16686) ### `llama-index-embeddings-siliconflow` \[0.1.0] - add siliconflow embedding class (#16753) ### `llama-index-graph-stores-falkordb` \[0.2.4] - Multi-Graph-Supported-FalkorDB (#16482) ### `llama-index-llms-anthropic` \[0.3.8] - adding additional claude model name, for vertex AI (#16692) ### `llama-index-llms-bedrock-converse` \[0.3.6] - Added mistral large2 model id in bedrock (#16742) - Improve Bedrock Tool Calling (#16723) - add new sonnet3.5 to function calling bedrock converse models (#16702) - update bedrock models (#16698) ### `llama-index-llms-bedrock` \[0.2.5] - Added mistral large2 model id in bedrock (#16742) - add new sonnet3.5 to function calling bedrock converse models (#16702) - update bedrock models (#16698) ### `llama-index-llms-cohere` \[0.3.2] - Adding support to the new Aya-Expanse models from Cohere (#16733) ### `llama-index-llms-dashscope` \[0.2.3] - DashScope llm support async (#16711) ### `llama-index-llms-nvidia` \[0.3.4] - add nvidia/llama-3.2-nv-embedqa-1b-v1 to set of supported models (#16694) ### `llama-index-llms-pipeshift` \[0.1.0] - Pipeshift llama index integration (#16610) ### `llama-index-memory-mem0` \[0.1.0] - add Mem0 as a memory (#16708) ### `llama-index-multi-modal-llms-anthropic` \[0.2.4] - Fix anthropic multimodal deps conflict, update models (#16699) ### `llama-index-node-parser-docling` \[0.2.0] - feat: update Docling reader & node parser to Docling v2 (#16677) ### `llama-index-postprocessor-nvidia-rerank` \[0.3.3] - add nvidia/llama-3.2-nv-rerankqa-1b-v1 to set of supported models (#16695) ### `llama-index-postprocessor-siliconflow-rerank` \[0.1.0] - add siliconflow rerank class (#16737) ### `llama-index-readers-docling` \[0.2.0] - feat: update Docling reader & node parser to Docling v2 (#16677) ### `llama-index-readers-microsoft-onedrive` \[0.2.1] - feat: add permissions to one drive metadata (#16646) ### `llama-index-storage-chat-store-azure` \[0.2.4] - Add Managed Identity authentication support for Azure storage components (#16710) - Add missing awaits in azure chat store (#16645) ### `llama-index-storage-docstore-azure` \[0.2.1] - Add Managed Identity authentication support for Azure storage components (#16710) ### `llama-index-storage-index-store-azure` \[0.3.1] - Add Managed Identity authentication support for Azure storage components (#16710) ### `llama-index-storage-kvstore-azure` \[0.2.1] - Add Managed Identity authentication support for Azure storage components (#16710) ### `llama-index-tools-openai-image-generation` \[0.3.0] - Makes the tool more compatible with the options, also for the future (#16676) ### `llama-index-tools-vectara-query` \[0.1.0] - Add Vectara Query Tool (#16722) ### `llama-index-vector-stores-azureaisearch` \[0.2.6] - Allow defining retrievable fields in Azure Vector Store (#16766) - feat: add get\_nodes azureai search (#16761) - Added get\_nodes() function in AISearch vector store (#16653) - Fix querying for ID in AzureAISearchVectorStore (fixes delete\_nodes by node\_ids) (#16769) ### `llama-index-vector-stores-hnswlib` \[0.2.0] - Fixed issue with persistence, rearranged and added new options to construction of HnswlibVectorStore (#16673) ### `llama-index-vector-stores-opensearch` \[0.4.1] - Init OpensearchVectorClient with `os_async_client` (#16767) ### `llama-index-vector-stores-qdrant` \[0.3.3] - chore: add embeddings on qdrant get\_nodes return (#16760) ### `llama-index-vector-stores-weaviate` \[1.1.3] - add default ID if node ID is not provided (#16671) ## \[2024-10-24] ### `llama-index-core` \[0.11.20] - \[actually nothing!] ### `llama-index-embeddings-cohere` \[0.3.0] - Add support for cohere multi-modal embeddings (#16667) ### `llama-index-embeddings-litellm` \[0.2.2] - support timeout param in litellmembedding (#16532) ### `llama-index-graph-stores-neo4j` \[0.3.5] - Make neo4j schema refresh configurable (#16651) - fix: receive warnings from dbms server in neo4j queries (#16598) ### `llama-index-indices-managed-vectara` \[0.2.3] - add chain postprocessing for vectara (#16627) ### `llama-index-llms-anthropic` \[0.3.7] - update anthropic model names (#16643) ### `llama-index-llms-openai` \[0.2.16] - fix: skip processing of choice.delta when it is None (#16636) ### `llama-index-llms-reka` \[0.1.0] - Reka llamaindex integration (llm and multi-modal-llm) (#15753) ### `llama-index-multi-modal-llms-reka` \[0.1.0] - Reka llamaindex integration (llm and multi-modal-llm) (#15753) ### `llama-index-postprocessor-dashscope-rerank` \[0.2.1] - Fix BUG where the api\_key parameter is not set when calling DashScopeRerank (#16665) ### `llama-index-readers-microsoft-sharepoint` \[0.3.4] - add retry logic to requests in cases where access token expires (#16662) ### `llama-index-storage-docstore-mongodb` \[0.2.1] - fix missing dependency error for mongodb docstore (#16654) ### `llama-index-storage-docstore-couchbase` \[0.1.0] - Add support for Couchbase for DocStore & IndexStore (#16509) ### `llama-index-storage-kvstore-couchbase` \[0.1.0] - Add support for Couchbase for DocStore & IndexStore (#16509) ### `llama-index-storage-index-store-couchbase` \[0.1.0] - Add support for Couchbase for IndexStore (#16509) ### `llama-index-storage-kvstore-mongodb` \[0.2.1] - add missing dependency for mongodb kvstore (#16632) ### `llama-index-utils-workflow` \[0.2.2] - Fix drawing for HITL (#16624) ## \[2024-10-18] ### `llama-index-core` \[0.11.19] - Raise errors in instrumentation properly when handling asyncio futures (#16603) - fix: pass params to VectorStoreQuery properly in PGRetriever (#16586) - Fix structured predict type hints (#16585) - Add async version of retry\_on\_exceptions\_with\_backoff utility (#16374) - Refine CONTRIBUTING.md Documentation (#16548) ### `llama-index-embeddings-gaudi` \[0.1.0] - Add embedding integration with Intel Gaudi in llama-index-embeddings-gaudi (#16521) ### `llama-index-embeddings-openvino` \[0.4.1] - Add OpenClip support through OpenVINO embedding (#16554) ### `llama-index-graph-stores-neo4j` \[0.3.4] - fix: remove warnings from dbms server in neo4j queries (#16598) ### `llama-index-llms-ibm` \[0.2.2] - IBM watsonx.ai Chat integration + function calling support (#16589) ### `llama-index-llms-mistralai` \[0.2.7] - Add support for mistral latest models (#16571) ### `llama-index-llms-openai` \[0.2.15] - Added check for fine-tuned models in function\_calling method (#16568) - allow passing in openai clients directly (#16560) ### `llama-index-llms-replicate` \[0.3.0] - Use Replicate streaming API (#16597) ### `llama-index-multi-modal-llms-openvino` \[0.1.0] - Add OpenVINO multimodal support (#16567) ### `llama-index-multi-modal-llms-zhipuai` \[0.1.0] - add zhipuai multi modal llm class (#16551) ### `llama-index-readers-google` \[0.4.2] - Use port of redirect uri in credential file to run local server in GoogleDocsReader (#16327) ### `llama-index-storage-chat-store-postgres` \[0.1.0] - feat: postgres chat store Integration (#16557) ### `llama-index-storage-chat-store-upstash` \[0.1.2] - Fix pydantic errors in upstash chat store (#16559) ### `llama-index-vector-stores-azurecosmosmongo` \[0.2.2] - Add DiskANN for Azure Cosmos DB Mongo vector store (#16581) ### `llama-index-vector-stores-hnswlib` \[0.1.0] - Hnswlib Vector Store integration (#16443) ### `llama-index-vector-stores-oceanbase` \[0.1.0] - Add vector store integration of OceanBase (#16550) ### `llama-index-vector-stores-qdrant` \[0.3.2] - Added optional name of text field in Qdrant vector database. (#16576) ## \[2024-10-14] ### `llama-index-core` \[0.11.18] - Handle Empty Nodes List in PG Retrieval while adding text (#16447) - Improved text2sql parsing (#16445) ### `llama-index-embeddings-litellm` \[0.2.2] - support timeout param in litellmembedding (#16532) ### `llama-index-embeddings-zhipuai` \[0.1.0] - add zhipuai embedding class (#16505) ### `llama-index-graph-stores-memgraph` \[0.1.0] - Add Memgraph Graph Store Integration (#16345) ### `llama-index-llms-anthropic` \[0.3.6] - Add anthropic bedrock support (#16478) ### `llama-index-llms-databricks` \[0.2.1] - Fix Databricks structured\_predict (#16527) ### `llama-index-multi-modal-llms-anthropic` \[0.2.3] - Propagate default\_headers in AnthropicMultiModal (#16496) ### `llama-index-readers-document360` \[0.1.0] - Added Document360Reader. Contributed by the PLACE team. (#16305) ### `llama-index-readers-zyte-serp` \[0.1.0] - Add Zyte serp integration (#16417) ### `llama-index-readers-upstage` \[0.2.1] - Added UpstageDocumentParseReader (#16099) ### `llama-index-storage-chat-store-azure` \[0.2.2] - Fix async methods in azure chat store (#16531) ### `llama-index-tools-weather` \[0.1.0] - Fix format temp function (#16487) ### `llama-index-vector-stores-elasticsearch` \[0.3.3] - Add Support for Custom Metadata Keyword Suffix in Elasticsearch Integration (#16519) ### `llama-index-vector-stores-nile` \[0.1.0] - Add vector store integration for Nile (multi-tenant postgres) (#16437) ### `llama-index-vector-stores-opensearch` \[0.4.0] - Use efficient kNN filtering, fix filtering when input value is array of string (#16393) ### `llama-index-vector-stores-oracledb` \[0.1.4] - Various fixes for Oracle vector store integration (#16536) ### `llama-index-vector-stores-qdrant` \[0.3.1] - Update model name typo in Qdrant utils.py (#16494) ### `llama-index-vector-stores-timescalevector` \[0.2.2] - fix timescale vector store class (#16539) ### `llama-index-vector-stores-weaviate` \[1.1.2] - Fixed issue for similarity score from Weaviate (#16489) ## \[2024-10-08] ### `llama-index-core` \[0.11.17] - Fix ChatMessage serialization with janky openai types (#16410) ### `llama-index-embeddings-gemini` \[0.2.1] - fix gemini embedding async method (#16369) ### `llama-index-llms-gaudi` \[0.1.0] - Add llm integration with Intel Gaudi in llama-index-llms-gaudi (#16308) ### `llama-index-llms-openai` \[0.2.12] - don’t include tool calls if there was none (#16408) ### `llama-index-multi-modal-llms-huggingface` \[0.1.1] - LlamaMultiModal class bug fix (#16413) - MultiModal.HuggingFaceMultiModal: fix errors and README, add stream\_complete (#16376) ### `llama-index-node-parser-docling` \[0.1.0] - feat: add Docling reader and node parser (#16406) ### `llama-index-readers-docling` \[0.1.0] - feat: add Docling reader and node parser (#16406) ### `llama-index-readers-zyte-serp` \[0.1.0] - Add Zyte serp integration (#16417) ### `llama-index-vector-stores-azureaisearch` \[0.2.2] - fix(bug): fixed bug with ensuring the metadata\_mapping value (#16431) ### `llama-index-vector-stores-objectbox` \[0.1.0] - Add ObjectBox Vector Store Integration (#16314) ## \[2024-10-03] ### `llama-index-core` \[0.11.16] - Treat non-dict tool JSON function arguments as empty (instead of unexpected raise) (#16316) - Fixing instrumentation for workflows (#16290) - (workaround) Suppress token detaching exception during workflow tracing (#16364) - Raise warning instead of error when nodes have no content (#16354) - Fix typo in BasePGRetriever causing graph context to not be added (#16357) ### `llama-index-embeddings-vertex-endpoint` \[0.1.0] - adding vertex endpoint embedding (#16351) ### `llama-index-llms-fireworks` \[0.2.1] - Adding support in FireworksAI for Meta 3.2 Models: 1b-instruct; 3b-instruct; 11b-vision; 90b-vision (#16349) ### `llama-index-multi-modal-llms-openai` \[0.2.1] - Refactor OpenAI `update_tool_calls` (#16309) ### `llama-index-vector-stores-milvus` \[0.2.7] - Add support for nested MetadataFilters and FilterOperator.IS\_EMPTY (#16329) ## \[2024-10-02] ### `llama-index-core` \[0.11.15] - added `to_dict()`, `from_dict()` and serializers for workflow context (#16250) - Ability to cancel workflow execution with `handler.cancel_run()` (#16320) - (breaking) Refactor `WorkflowHandler.run_step()` so user manually emits Event to start next step in workflow (#16277) ### `llama-index-embeddings-oracleai` \[0.1.0] - Oraclevs integration (#16161) ### `llama-index-experimental` \[0.4.0] - nudge-ft package and add an example for expanding your dataset (#16269) ### `llama-index-llms-anthropic` \[0.3.3] - Add support for prompt caching for Anthropic LLM (#16270) ### `llama-index-llms-gemini` \[0.3.6] - Output token usage in raw data for Google Gemini LLMs (#16313) ### `llama-index-llms-openai` \[0.2.10] - add 4o mini to azure openai models (#16335) ### `llama-index-llms-vertex` \[0.3.7] - Rremoving safety settings from generation config for Vertex AI models (#16337) ### `llama-index-multi-modal-llms-huggingface` \[0.1.0] - LlamaIndex Multi\_Modal\_Llms Integration: Huggingface (#16133) ### `llama-index-readers-minio` \[0.2.1] - rm extra print statements & replace create tmpfile function (#16291) ### `llama-index-readers-oracleai` \[0.1.0] - Oraclevs integration (#16161) ### `llama-index-readers-web` \[0.2.3] - Add Zyte Web Reader (#16197) ### `llama-index-retrievers-bm25` \[0.4.0] - bump deps for latest bm25s version (#16339) - Update BM25 retriever to use metadata (#16267) ### `llama-index-storage-chat-store-redis` \[0.3.2] - fix check for async client in redis chat store (#16321) ### `llama-index-storage-chat-store-upstash` \[0.1.0] - Upstash Storage Chat Store Integration (#16237) ### `llama-index-vector-stores-milvus` \[0.2.6] - milvus: always set self.\_collection (#16306) - Fix milvus collection creation with index\_config (#16165) ### `llama-index-vector-stores-oracledb` \[0.1.0] - Oracledb integration (#16161) ## `llama-index-vector-stores-postgres` \[0.2.6] - Support TEXT\_MATCH FilterOperator in Postgres Vector Store (#16304) ## \[2024-09-26] ### `llama-index-core` \[0.11.14] - Enhance insert Method in BaseIndex to Support Customizable Transformations (#16206) - Ensure ChatMemoryBuffer’s chat history never begins with a TOOL message (#16214) - safe prompt helper string formatting (#16219) - \[Feature Request] Support max concurrent workflow\_instance.run() executions (#16215) - Workflows + Human In The Loop Dedicated Support (#16220) ### `llama-index-graph-stores-neptune` \[0.2.2] - fix NoneType object error when passing in provided client (#16174) ### `llama-index-llms-ollama` \[0.3.3] - fix ollama chat missing `keep_alive` (#16182) ### `llama-index-llms-vertex` \[0.3.6] - Fix vertex init function (#16216) ### `llama-index-multi-modal-llms-mistral` \[0.1.0] - Add support for Mistral Multi modal LLM (#16191) ### `llama-index-readers-jira` \[0.3.0] - Add pagination support for Jira Reader (#16226) ### `llama-index-vector-stores-azurecosmosmongo` \[0.2.1] - Azure Cosmos DB Filtered Vector Search (#16175) ### `llama-index-vector-stores-azurecosmosnosql` \[1.1.0] - Azure Cosmos DB Filtered Vector Search (#16175) ### `llama-index-vector-stores-deeplake` \[0.2.1] - Add missing JWT dependency (#16236) ## \[2024-09-24] ### `llama-index-core` \[0.11.13] - add option for string node representation during retireval in property graphs (#16100) - improve markdown element node parser and structured prediction reliability (#16172) ### `llama-index-graph-stores-neptune` \[0.2.1] - Fixed issue where Neptune was adding additional labels (#16137) ### `llama-index-llms-vertext` \[0.3.5] - Pass safety\_settings to send\_message methods to fix settings not being sent to API (#16153) ### `llama-index-readers-box` \[0.2.3] - upgrading box sdk to >= 1.5.0 #16169 ### `llama-index-storage-chat-store-dynamodb` \[0.2.0] - Async support for dynamodb (#16139) ### `llama-index-storage-chat-store-redis` \[0.3.1] - Async support for redis (#16139) ### `llama-index-vector-stores-astra-db` \[0.3.0] - Depend on AstraPy 1.5 and above for AstraDBVectorStore (#16164) ## \[2024-09-22] ### `llama-index-core` \[0.11.12] - Correct Pydantic warning(s) issed for llm base class (#16141) - globally safe format prompt variables in strings with JSON (#15734) - account for tools in prompt helper and response synthesizers (#16157) ### `llama-index-readers-google` \[0.4.1] - feat: add drive link to google drive reader metadata (#16156) ### `llama-index-readers-microsoft-sharepoint` \[0.3.2] - Add required\_exts option to SharePoint reader (#16152) ### `llama-index-vector-stores-milvus` \[0.2.4] - Support user-defined schema in MilvusVectorStore (#16151) ## \[2024-09-20] ### `llama-index-core` \[0.11.11] - Use response synthesizer in context chat engines (#16017) - Async chat memory operation (#16127) - Sql query add option for markdown response (#16103) - Add support for Path for SimpleDirectoryReader (#16108) - Update chat message class for multi-modal (#15969) - fix: `handler.stream_events()` doesn’t yield StopEvent (#16115) - pass `hybrid_top_k` in vector retriever (#16105) ### `llama-index-embeddings-elasticsearch` \[0.2.1] - fix elasticsearch embedding async function (#16083) ### `llama-index-embeddings-jinaai` \[0.3.1] - feat: update JinaEmbedding for v3 release (#15971) ### `llama-index-experimental` \[0.3.3] - Enhance Pandas Query Engine Output Processor (#16052) ### `llama-index-indices-managed-vertexai` \[0.1.1] - fix incorrect parameters in VertexAIIndex client (#16080) ### `llama-index-node-parser-topic` \[0.1.0] - Add TopicNodeParser based on MedGraphRAG paper (#16131) ### `llama-index-multi-modal-llms-ollama` \[0.3.2] - Implement async for multi modal ollama (#16091) ### `llama-index-postprocessor-cohere-rerank` \[0.2.1] - feat: add configurable base\_url field in rerank (#16050) ### `llama-index-readers-file` \[0.2.2] - fix bug missing import for bytesio (#16096) ### `llama-index-readers-wordpress` \[0.2.2] - Wordpress: Allow control of whether Pages and/or Posts are retrieved (#16128) - Fix Issue 16071: wordpress requires username, password (#16072) ### `llama-index-vector-stores-lancedb` \[0.2.1] - fix hybrid search with latest lancedb client (#16057) ### `llama-index-vector-stores-mongodb` \[0.3.0] - Fix mongodb hybrid search top-k specs (#16105) ## \[2024-09-16] ### `llama-index-core` \[0.11.10] - context/result refactor for workflows (#16036) - add sparse embedding abstraction (#16018) - Fix Pydantic models numeric validation (#16008) - Human in loop workflow example (#16011) ### `llama-index-callbacks-opik` \[0.1.0] - opik integration (#16007) ### `llama-index-indices-managed-llama-cloud` \[0.3.1] - update llamacloud index with image nodes (#15996) ### `llama-index-indices-managed-vectara` \[0.2.2] - Hotfix: Fix Citations Text (#16015) ### `llama-index-llms-huggingface` \[0.3.4] - Fix: unnecessary warning issue in HuggingFace LLM when tokenizer is provided as argument (#16037) ### `llama-index-readers-dashvector` \[0.3.0] - fix: new Data Connector adaption for DashVector (#16028) ### `llama-index-readers-quip` \[0.1.0] - add quip reader (#16000) ### `llama-index-sparse-embeddings-fastembed` \[0.1.0] - add fastembed sparse embeddings (#16018) ### `llama-index-vector-stores-elasticsearch` \[0.2.1] - Fix: get all documents from Elasticsearch KVStore (#16006) ### `llama-index-vector-stores-lancedb` \[0.2.3] - temporarily limit lancedb version (#16045) ### `llama-index-vector-stores-postgres` \[0.2.5] - Implement `get_nodes()` on PGVectorStore (#16026) ## \[2024-09-12] ### `llama-index-core` \[0.11.9] - Add callback manager to retriever query engine from args (#15990) - Do not pass system prompt from fn calling runner to fn calling worker (#15986) - fix: Error when parsing react output if tool name contains non-English characters (#15956) ### `llama-index-embeddings-alibabacloud-aisearch` \[0.1.0] - Add four alibabacloud-aisearch llama-index integrations: rerank, node\_parser, readers, embeddings (#15934) ### `llama-index-experimental` \[0.3.1] - Add NUDGE Finetuning (#15954) ### `llama-index-graph-stores-falkordb` \[0.2.2] - update falkordb client (#15940) ### `llama-index-llms-openai` \[0.2.5] - Add support for o1 openai models (#15979) - force temp to 1.0 for o1 (#15983) ### `llama-index-node-parser-alibabacloud-aisearch` \[0.1.0] - Add four alibabacloud-aisearch llama-index integrations: rerank, node\_parser, readers, embeddings (#15934) ### `llama-index-postprocessor-alibabacloud-aisearch-rerank` \[0.1.0] - Add four alibabacloud-aisearch llama-index integrations: rerank, node\_parser, readers, embeddings (#15934) ### `llama-index-readers-alibabacloud-aisearch` \[0.1.0] - Add four alibabacloud-aisearch llama-index integrations: rerank, node\_parser, readers, embeddings (#15934) ### `llama-index-vector-stores-opensearch` \[0.3.0] - Differentiate sync and async calls in OpenSearchVectorClient (#15945) ### `llama-index-vector-stores-postgres` \[0.2.4] - fix attribute error in PGVectorStore (#15961) - add support for engine parameters (#15951) ### `llama-index-vector-stores-wordlift` \[0.4.5] - Catch nest\_asyncio errors (#15975) ## \[2024-09-09] ### `llama-index-core` \[0.11.8] - feat: Add a retry policy config to workflow steps (#15757) - Add doc id to Langchain format conversions (#15928) ### `llama-index-chat-store-dynamodb` \[0.1.0] - Add DynamoDBChatStore (#15917) ### `llama-index-cli` \[0.3.1] - Fix RagCLI pydantic error (#15931) ### `llama-index-llms-alibabacloud-aisearch` \[0.1.0] - add llama-index llms alibabacloud\_aisearch integration (#15850) ### `llama-index-llms-mistralai` \[0.2.3] - Make default mistral model support function calling with `large-latest` (#15906) ### `llama-index-llms-vertex` \[0.3.4] - Add InternalServerError to retry decorator (#15921) ### `llama-index-postprocessor-rankllm-rerank` \[0.3.0] - Update RankLLM with new rerankers (#15892) ### `llama-index-vector-stores-azurecosmosnosql` \[1.0.0] - Adding vector store for Azure Cosmos DB NoSql (#14158) ### `llama-index-readers-microsoft-sharepoint` \[0.3.1] - Fix error handling in sharepoint reader, fix error with download file (#15868) ### `llama-index-vector-stores-wordlift` \[0.4.4] - Adding support for MetadataFilters to WordLift Vector Store (#15905) ### `llama-index-vector-stores-opensearch` \[0.2.2] - Opensearch Serverless filtered query support using knn\_score script (#15899) ## \[2024-09-06] ### `llama-index-core` \[0.11.7] - Make SentenceSplitter’s secondary\_chunking\_regex optional (#15882) - force openai structured output (#15706) - fix assert error, add type ignore for streaming agents (#15887) - Fix image document deserialization issue (#15857) ### `llama-index-graph-stores-kuzu` \[0.3.2] - Bug fix for KuzuPropertyGraphStore: Allow upserting relations even when chunks are absent (#15889) ### `llama-index-llms-bedrock-converse` \[0.3.0] - Removed unused llama-index-llms-anthropic dependency from Bedrock Converse (#15869) ### `llama-index-vector-stores-postgres` \[0.2.2] - Fix PGVectorStore with latest pydantic, update pydantic imports (#15886) ### `llama-index-vector-stores-tablestore` \[0.1.0] - Add TablestoreVectorStore (#15657) ## \[2024-09-05] ### `llama-index-core` \[0.11.6] - add llama-deploy docs to docs builds (#15794) - Add oreilly course cookbooks (#15845) ### `llama-index-readers-box` \[0.2.1] - Various bug fixes (#15836) ### `llama-index-readers-file` \[0.2.1] - Update ImageReader file loading logic (#15848) ### `llama-index-tools-box` \[0.2.1] - Various bug fixes (#15836) ### `llama-index-vector-stores-opensearch` \[0.2.1] - Refresh Opensearch index after delete operation (#15854) ## \[2024-09-04] ### `llama-index-core` \[0.11.5] - remove unneeded assert in property graph retriever (#15832) - make simple property graphs serialize again (#15833) - fix json schema for fastapi return types on core components (#15816) ### `llama-index-llms-nvidia` \[0.2.2] - NVIDIA llm: Add Completion for starcoder models (#15802) ### `llama-index-llms-ollama` \[0.3.1] - add ollama response usage (#15773) ### `llama-index-readers-dashscope` \[0.2.1] - fix pydantic v2 validation errors (#15800) ### `llama-index-readers-discord` \[0.2.1] - fix: convert Document id from int to string in DiscordReader (#15806) ### `llama-index-vector-stores-mariadb` \[0.1.0] - Add MariaDB vector store integration package (#15564) ## \[2024-09-02] ### `llama-index-core` \[0.11.4] - Add mypy to core (#14883) - Fix incorrect instrumentation fields/types (#15752) - FunctionCallingAgent sources bug + light wrapper to create agent (#15783) - Add text to sql advanced workflow nb (#15775) - fix: remove context after streaming workflow to enable streaming again (#15776) - Fix chat memory persisting and loading methods to use correct JSON format (#15545) - Fix `_example_type` class var being read as private attr with Pydantic V2 (#15758) ### `llama-index-embeddings-litellm` \[0.2.1] - add dimensions param to LiteLLMEmbedding, fix a bug that prevents reading vars from env (#15770) ### `llama-index-embeddings-upstage` \[0.2.1] - Bugfix upstage embedding when initializing the UpstageEmbedding class (#15767) ### `llama-index-embeddings-sagemaker-endpoint` \[0.2.2] - Fix Sagemaker Field required issue (#15778) ### `llama-index-graph-stores-falkordb` \[0.2.1] - fix relations upsert with special chars (#15769) ### `llama-index-graph-stores-neo4j` \[0.3.1] - Add native vector index support for neo4j lpg and fix vector filters (#15759) ### `llama-index-llms-azure-inference` \[0.2.2] - fix: GitHub Models metadata retrieval (#15747) ### `llama-index-llms-bedrock` \[0.2.1] - Update `base.py` to fix `self` issues (#15729) ### `llama-index-llms-ollama` \[0.3.1] - add ollama response usage (#15773) ### `llama-index-llms-sagemaker-endpoint` \[0.2.2] - Fix Sagemaker Field required issue (#15778) ### `llama-index-multi-modal-llms-anthropic` \[0.2.1] - Support image type detection without knowing the file name (#15763) ### `llama-index-vector-stores-milvus` \[0.2.2] - feat: implement get\_nodes for MilvusVectorStore (#15696) ### `llama-index-vector-stores-tencentvectordb` \[0.2.1] - fix: tencentvectordb inconsistent attribute name (#15733) ## \[2024-08-29] ### `llama-index-core` \[0.11.3] - refact: merge Context and Session to simplify the workflows api (#15709) - chore: stop using deprecated `ctx.data` in workflows docs (#15716) - fix: stop streaming workflow events when a step raises (#15714) - Fix llm\_chat\_callback for multimodal llms (#15700) - chore: Increase unit tests coverage for the workflow package (#15691) - fix SimpleVectorStore.from\_persist\_dir() behaviour (#15534) ### `llama-index-embeddings-azure-openai` \[0.2.5] - fix json serialization for azure embeddings (#15724) ### `llama-index-graph-stores-kuzu` \[0.3.0] - Add KuzuPropertyGraphStore (#15678) ### `llama-index-indices-managed-vectara` \[0.2.1] - added new User Defined Function reranker (#15546) ### `llama-index-llms-mistralai` \[0.2.2] - Fix `random_seed` type in mistral llm (#15701) ### `llama-index-llms-nvidia` \[0.2.1] - Add function/tool calling support to nvidia llm (#15359) ### `llama-index-multi-modal-llms-ollama` \[0.3.0] - bump ollama client deps for multimodal llm (#15702) ### `llama-index-readers-web` \[0.2.1] - Fix: Firecrawl scraping url response (#15720) ### `llama-index-selectors-notdiamond` \[0.1.0] - Adding Not Diamond to llama\_index (#15703) ### `llama-index-vector-stores-milvus` \[0.2.3] - MMR in Milvus vector stores (#15634) - feat: implement get\_nodes for MilvusVectorStore (#15696) ## \[2024-08-27] ### `llama-index-core` \[0.11.2] - fix tool schemas generation for pydantic v2 to handle nested models (#15679) - feat: support default values for nested workflows (#15660) - feat: allow FunctionTool with just an async fn (#15638) - feat: Allow streaming events from steps (#15488) - fix auto-retriever pydantic indent error (#15648) - Implement Router Query Engine example using workflows (#15635) - Add multi step query engine example using workflows (#15438) - start traces for llm-level operations (#15542) - Pass callback\_manager to init in CodeSplitter from\_defaults (#15585) ### `llama-index-embeddings-xinference` \[0.1.0] - Add Xinference Embedding Class (#15579) ### `llama-index-llms-ai21` \[0.3.3] - Integrations: AI21 function calling Support (#15622) ### `llama-index-llms-anthropic` \[0.3.0] - Added support for anthropic models through GCP Vertex AI (#15661) ### `llama-index-llms-cerebras` \[0.1.0] - Implement Cerebras Integration (#15665) ### `llama-index-postprocessor-nvidia-rerank` \[0.3.1] - fix downloaded nim endpoint path (#15645) - fix llama-index-postprocessor-nvidia-rerank tests (#15643) ### `llama-index-postprocessor-xinference-rerank` \[0.1.0] - add xinference rerank class (#15639) ### `llama-index-vector-stores-alibabacloud-opensearch` \[0.2.1] - fix set output fields in AlibabaCloudOpenSearchConfig (#15562) ### `llama-index-vector-stores-azureaisearch` \[0.2.1] - Upgrade azure-search-documents to 2024-07-01 GA API and Add Support for Scalar and Binary Quantization in Index Creation (#15650) ### `llama-index-vector-stores-neo4j` \[0.2.1] - Neo4j Vector Store: Make Embedding Dimension Check Optional (#15628) ### `llama-inde-vector-stores-milvus` \[0.2.1] - Change the default consistency level of Milvus (#15577) ### `llama-index-vector-stores-elasticsearch` \[0.3.2] - Fix the ElasticsearchStore key error (#15631) ## \[2024-08-23] ### `llama-index-core` \[0.11.1] - Replacing client-side docs search with algolia (#15574) - Add docs on extending workflows (#15573) - rename method for nested workflows to add\_workflows (#15596) - chore: fix @step usage in the core codebase (#15588) - Modify the validate function in ReflectionWorkflow example notebook to use pydantic model\_validate\_json method (#15567) - feature: allow concurrent runs of the same workflow instance (#15568) - docs: remove redundant pass\_context=True from docs and examples (#15571) ### `llama-index-embeddings-openai` \[0.2.3] - fix openai embeddings with pydantic v2 (#15576) ### `llama-index-embeddings-voyageai` \[0.2.1] - bump voyage ai embedding client dep (#15595) ### `llama-index-llms-vertex` \[0.3.3] - Vertex LLM: Correctly add function calling part to prompt (#15569) - Vertex LLM: Remove manual setting of message content to Function Calling (#15586) ## \[2024-08-22] ### `llama-index-core` \[0.11.0] - removed deprecated `ServiceContext` — using this now will print an error with a link to the migration guide - removed deprecated `LLMPredictor` — using this now will print an error, any existing LLM is a drop-in replacement - made `pandas` an optional dependency ### `Everything Else` - bumped the minor version of every package to account for the new version of `llama-index-core` ## \[2024-08-21] ### `llama-index-core` \[0.10.68] - remove nested progress bars in base element node parser (#15550) - Adding exhaustive docs for workflows (#15556) - Adding multi-strategy workflow with reflection notebook example (#15445) - remove openai dep from core (#15527) - Improve token counter to handle more response types (#15501) - feat: Allow using step decorator without parentheses (#15540) - feat: workflow services (aka nested workflows) (#15325) - Remove requirement to specify “allowed\_query\_fields” parameter when using “cypher\_validator” in TextToCypher retriever (#15506) ### `llama-index-embeddings-mistralai` \[0.1.6] - fix mistral embeddings usage (#15508) ### `llama-index-embeddings-ollama` \[0.2.0] - use ollama client for embeddings (#15478) ### `llama-index-embeddings-openvino` \[0.2.1] - support static input shape for openvino embedding and reranker (#15521) ### `llama-index-graph-stores-neptune` \[0.1.8] - Added code to expose structured schema for Neptune (#15507) ### `llama-index-llms-ai21` \[0.3.2] - Integration: AI21 Tools support (#15518) ### `llama-index-llms-bedrock` \[0.1.13] - Support token counting for llama-index integration with bedrock (#15491) ### `llama-index-llms-cohere` \[0.2.2] - feat: add tool calling support for achat cohere (#15539) ### `llama-index-llms-gigachat` \[0.1.0] - Adding gigachat LLM support (#15313) ### `llama-index-llms-openai` \[0.1.31] - Fix incorrect type in OpenAI token usage report (#15524) - allow streaming token counts for openai (#15548) ### `llama-index-postprocessor-nvidia-rerank` \[0.2.1] - add truncate support (#15490) - Update to 0.2.0, remove old code (#15533) - update default model to nvidia/nv-rerankqa-mistral-4b-v3 (#15543) ### `llama-index-readers-bitbucket` \[0.1.4] - Fixing the issues in loading file paths from bitbucket (#15311) ### `llama-index-readers-google` \[0.3.1] - enhance google drive reader for improved functionality and usability (#15512) ### `llama-index-readers-remote` \[0.1.6] - check and sanitize remote reader urls (#15494) ### `llama-index-vector-stores-qdrant` \[0.2.17] - fix: setting IDF modifier in QdrantVectorStore for sparse vectors (#15538) ## \[2024-08-18] ### `llama-index-core` \[0.10.67] - avoid nltk 3.9 since its broken (#15473) - docs: openllmetry now uses instrumentation (#15443) - Fix LangChainDeprecationWarning (#15397) - Add get/set API to the Context and make it coroutine-safe (#15152) - docs: Cleanlab’s cookbook (#15352) - pass kwargs in `async_add()` for vector stores (#15333) - escape json in structured llm (#15404) - docs: Add JSONAlyze Query Engine using workflows cookbook (#15408) ### `llama-index-embeddings-gigachat` \[0.1.0] - Add GigaChat embedding (#15278) ### `llama-index-finetuning` \[0.1.12] - feat: Integrating Azure OpenAI Finetuning (#15297) ### `llama-index-graph-stores-neptune` \[0.1.7] - Exposed NeptuneQueryException and added additional debug information (#15448) - Fixed issue #15414 and added ability to do partial matchfor Neptune Analytics (#15415) - Use backticks to escape label (#15324) ### `llama-index-llms-cohere` \[0.2.1] - feat: add tool calling for cohere (#15144) ### `llama-index-packs-corrective-rag` \[0.1.2] - Ports over LongRAGPack, Corrective RAG Pack, and Self-Discover Pack to Workflows (#15160) ### `llama-index-packs-longrag` \[0.1.1] - Ports over LongRAGPack, Corrective RAG Pack, and Self-Discover Pack to Workflows (#15160) ### `llama-index-packs-self-discover` \[0.1.2] - Ports over LongRAGPack, Corrective RAG Pack, and Self-Discover Pack to Workflows (#15160) ### `llama-index-readers-preprocess` \[0.1.4] - Enhance PreprocessReader (#15302) ## \[2024-08-15] ### `llama-index-core` \[0.10.66] - Temporarily revert nltk dependency due to latest version being removed from pypi - Add citation query engine with workflows example (#15372) - bug: Semantic double merging splitter creates chunks larger thank chunk size (#15188) - feat: make `send_event()` in workflows assign the target step (#15259) - make all workflow events accessible like mappings (#15310) ### `llama-index-indices-managed-bge-m3` \[0.1.0] - Add BGEM3Index (#15197) ### `llama-index-llms-huggingface` \[0.2.7] - update HF’s completion\_to\_prompt (#15354) ### `llama-index-llms-sambanova` \[0.1.0] - Wrapper for SambaNova (Sambaverse and SambaStudio) with Llama-index (#15220) ### `llama-index-packs-code-hierarchy` \[0.1.7] - Update code\_hierarchy.py adding php support (#15145) ### `llama-index-postprocessor-dashscope-rerank` \[0.1.4] - fix bug when calling llama-index-postprocessor-dashscope-rerank (#15358) ### `llama-index-readers-box` \[0.1.2] - Box refactor: Box File to Llama-Index Document adaptor (#15314) ### `llama-index-readers-gcs` \[0.1.8] - GCSReader: Implementing ResourcesReaderMixin and FileSystemReaderMixin (#15365) ### `llama-index-tools-box` \[0.1.1] - Box refactor: Box File to Llama-Index Document adaptor (#15314) - Box tools for AI Agents (#15236) ### `llama-index-vector-stores-postgres` \[0.1.14] - Check if hnsw index exists (#15287) ## \[2024-08-12] ### `llama-index-core` \[0.10.65] - chore: bump nltk version (#15277) ### `llama-index-tools-box` \[0.1.0] - Box tools for AI Agents (#15236) ### `llama-index-multi-modal-llms-gemini` \[0.1.8] - feat: add default\_headers to Gemini multi-model (#15296) ### `llama-index-vector-stores-clickhouse` \[0.2.0] - chore: stop using ServiceContext from the clickhouse integration (#15300) ### `llama-index-experimental` \[0.2.0] - chore: remove ServiceContext usage from experimental package (#15301) ### `llama-index-extractors-marvin` \[0.1.4] - fix: MarvinMetadataExtractor functionality and apply async support (#15247) ### `llama-index-utils-workflow` \[0.1.1] - chore: bump black version (#15288) - chore: bump nltk version (#15277) ### `llama-index-readers-microsoft-onedrive` \[0.1.9] - chore: bump nltk version (#15277) ### `llama-index-embeddings-upstage` \[0.1.3] - chore: bump nltk version (#15277) ### `llama-index-embeddings-nvidia` \[0.1.5] - chore: bump nltk version (#15277) ### `llama-index-embeddings-litellm` \[0.1.1] - chore: bump nltk version (#15277) ### `llama-index-legacy` \[0.9.48post1] - chore: bump nltk version (#15277) ### `llama-index-packs-streamlit-chatbot` \[0.1.5] - chore: bump nltk version (#15277) ### `llama-index-embeddings-huggingface` \[0.2.3] - Feature: added multiprocessing for creating hf embedddings (#15260) ## \[2024-08-09] ### `llama-index-core` \[0.10.64] - fix: children nodes not carrying metadata from source nodes (#15254) - Workflows: fix the validation error in the decorator (#15252) - fix: strip '''sql (Markdown SQL code snippet) in SQL Retriever (#15235) ### `llama-index-indices-managed-colbert` \[0.2.0] - Remove usage of ServiceContext in Colbert integration (#15249) ### `llama-index-vector-stores-milvus` \[0.1.23] - feat: Support Milvus collection properties (#15241) ### `llama-index-llms-cleanlab` \[0.1.2] - Update models supported by Cleanlab TLM (#15240) ### `llama-index-llms-huggingface` \[0.2.6] - add generation prompt to HF chat template (#15239) ### `llama-index-llms-openvino` \[0.2.1] - add generation prompt to HF chat template (#15239) ### `llama-index-graph-stores-neo4j` \[0.2.14] - Neo4jPropertyGraphStore.get() check for id prop (#15228) ### `llama-index-readers-file` \[0.1.33] - Fix fs.open path type (#15226) ## \[2024-08-08] ### `llama-index-core` \[0.10.63] - add num\_workers in workflow decorator to resolve step concurrancy issue (#15210) - Sub Question Query Engine as workflow notebook example (#15209) - Add Llamatrace to workflow notebooks (#15186) - Use node hash instead of node text to match nodes in fusion retriever (#15172) ### `llama-index-embeddings-mistralai` \[0.1.5] - handle mistral v1.0 client (#15229) ### `llama-index-extractors-relik` \[0.1.1] - Fix relik extractor skip error (#15225) ### `llama-index-finetuning` \[0.1.11] - handle mistral v1.0 client (#15229) ### `llama-index-graph-stores-neo4j` \[0.2.14] - Add neo4j generic node label (#15191) ### `llama-index-llms-anthropic` \[0.1.17] - Allow for images in Anthropic messages (#15227) ### `llama-index-llms-mistralai` \[0.1.20] - handle mistral v1.0 client (#15229) ### `llama-index-packs-mixture-of-agents` \[0.1.2] - Update Mixture Of Agents llamapack with workflows (#15232) ### `llama-index-tools-slack` \[0.1.4] - Fixed slack client ref in ToolSpec (#15202) ## \[2024-08-06] ### `llama-index-core` \[0.10.62] - feat: Allow None metadata filter by using IS\_EMPTY operator (#15167) - fix: use parent source node to node relationships if possible during node parsing (#15182) - Use node hash instead of node text to match nodes in fusion retriever (#15172) ### `llama-index-graph-stores-neo4j` \[0.2.13] - Neo4j property graph client side batching (#15179) ### `llama-index-graph-stores-neptune` \[0.1.4] - PropertyGraphStore support for Amazon Neptune (#15126) ### `llama-index-llms-gemini` \[0.2.0] - feat: add default\_headers to Gemini model (#15141) ### `llama-index-llms-openai` \[0.1.28] - OpenAI: Support new strict functionality in tool param (#15177) ### `llama-index-vector-stores-opensearch` \[0.1.14] - Add support for full MetadataFilters in Opensearch (#15176) ### `llama-index-vector-stores-qdrant` \[0.2.15] - feat: Allow None metadata filter by using IS\_EMPTY operator (#15167) ### `llama-index-vector-stores-wordlift` \[0.3.0] - Add support for fields projection and update sample Notebook (#15140) ## \[2024-08-05] ### `llama-index-core` \[0.10.61] - Tweaks to workflow docs (document `.send_event()`, expand examples) (#15154) - Create context manager to instrument event and span tags (#15116) - keyval index store index store updated to accept custom collection suffix (#15134) - make workflow context able to collect multiples of the same event (#15153) - Fix `__str__` method for AsyncStreamingResponse (#15131) ### `llama-index-callbacks-literalai` \[1.0.0] - feat(integration): add a global handler for Literal AI (#15064) ### `llama-index-extractors-relik` \[0.1.0] - Add relik kg constructor (#15123) ### `llama-index-graph-stores-neo4j` \[0.1.12] - fix neo4j property graph relation properties when querying (#15068) ### `llama-index-llms-fireworks` \[0.1.9] - feat: add default\_headers to Fireworks llm (#15150) ### `llama-index-llms-gemini` \[0.1.12] - Fix: Gemini 1.0 Pro Vision has been official deprecated, switch default model to gemini-1.5-flash (#15000) ### `llama-index-llms-paieas` \[0.1.0] - Add LLM for AlibabaCloud PaiEas (#14983) ### `llama-index-llms-predibase` \[0.1.7] - Fix Predibase Integration for HuggingFace-hosted fine-tuned adapters (#15130) ## \[2024-02-02] ### `llama-index-core` \[0.10.60] - update `StartEvent` usage to allow for dot notation attribute access (#15124) - Add GraphRAGV2 notebook (#15119) - Fixed minor bug in DynamicLLMPathExtractor as well as default output parsers not working (#15085) - update typing for workflow timeouts (#15102) - fix(sql\_wrapper): dont mention foreign keys when there is none (#14998) ### `llama-index-graph-stores-neo4j` \[0.2.11] - fix neo4j retrieving relation properties (#15111) (#15108) ### `llama-index-llms-vllm` \[0.1.9] - Update base.py to use @atexit for cleanup (#15047) ### `llama-index-vector-stores-pinecone` \[0.1.9] - bump pinecone client version deps (#15121) ### `llama-index-vector-stores-redis` \[0.2.1] - Handle nested MetadataFilters for Redis vector store (#15093) ### `llama-index-vector-stores-wordlift` \[0.2.0] - Update WordLift Vector Store to use new client package (#15045) ## \[2024-07-31] ### `llama-index-core` \[0.10.59] - Introduce `Workflow`s for event-driven orchestration (#15067) - Added feature to context chat engine allowing previous chunks to be inserted into the current context window (#14889) - MLflow Integration added to docs (#14977) - docs(literalai): add Literal AI integration to documentation (#15023) - expand span coverage for query pipeline (#14997) - make re-raising error skip constructor during `asyncio_run()` (#14970) ### `llama-index-embeddings-ollama` \[0.1.3] - Add proper async embedding support ### `llama-index-embeddings-textembed` \[0.0.1] - add support for textembed embedding (#14968) ### `llama-index-graph-stores-falkordb` \[0.1.5] - initial implementation FalkorDBPropertyGraphStore (#14936) ### `llama-index-llms-azure-inference` \[0.1.1] - Fix: Azure AI inference integration support for tools (#15044) ### `llama-index-llms-fireworks` \[0.1.7] - Updates to Default model for support for function calling (#15046) ### `llama-index-llms-ollama` \[0.2.2] - toggle for ollama function calling (#14972) - Add function calling for Ollama (#14948) ### `llama-index-llms-openllm` \[0.2.0] - update to OpenLLM 0.6 (#14935) ### `llama-index-packs-longrag` \[0.1.0] - Adds a LlamaPack that implements LongRAG (#14916) ### `llama-index-postprocessor-tei-rerank` \[0.1.0] - Support for Re-Ranker via Text Embedding Interface (#15063) ### `llama-index-readers-confluence` \[0.1.7] - confluence reader sort auth parameters priority (#14905) ### `llama-index-readers-file` \[0.1.31] - UnstructuredReader use filename as ID (#14946) ### `llama-index-readers-gitlab` \[0.1.0] - Add GitLab reader integration (#15030) ### `llama-index-readers-google` \[0.2.11] - Fix issue with average ratings being a float vs an int (#15070) ### `llama-index-retrievers-bm25` \[0.2.2] - use proper stemmer in bm25 tokenize (#14965) ### `llama-index-vector-stores-azureaisearch` \[0.1.13] - Fix issue with deleting non-existent index (#14949) ### `llama-index-vector-stores-elasticsearch` \[0.2.5] - disable embeddings for sparse strategy (#15032) ### `llama-index-vector-stores-kdbai` \[0.2.0] - Update default sparse encoder for Hybrid search (#15019) ### `llama-index-vector-stores-milvus` \[0.1.22] - Enhance MilvusVectorStore with flexible index management for overwriting (#15058) ### `llama-index-vector-stores-postgres` \[0.1.13] - Adds option to construct PGVectorStore with a HNSW index (#15024) ## \[2024-07-24] ### `llama-index-core` \[0.10.58] - Fix: Token counter expecting response.raw as dict, got ChatCompletionChunk (#14937) - Return proper tool outputs per agent step instead of all (#14885) - Minor bug fixes to async structured streaming (#14925) ### `llama-index-llms-fireworks` \[0.1.6] - fireworks ai llama3.1 support (#14914) ### `llama-index-multi-modal-llms-anthropic` \[0.1.6] - Add claude 3.5 sonnet to multi modal llms (#14932) ### `llama-index-retrievers-bm25` \[0.2.1] - 🐞 fix(integrations): BM25Retriever persist missing arg similarity\_top\_k (#14933) ### `llama-index-retrievers-vertexai-search` \[0.1.0] - Llamaindex retriever for Vertex AI Search (#14913) ### `llama-index-vector-stores-deeplake` \[0.1.5] - Improved `deeplake.get_nodes()` performance (#14920) ### `llama-index-vector-stores-elasticsearch` \[0.2.3] - Bugfix: Don’t pass empty list of embeddings to elasticsearch store when using sparse strategy (#14918) ### `llama-index-vector-stores-lindorm` \[0.1.0] - Add vector store integration of lindorm (#14623) ### `llama-index-vector-stores-qdrant` \[0.2.14] - feat: allow to limit how many elements retrieve (qdrant) (#14904) ## \[2024-07-22] ### `llama-index-core` \[0.10.57] - Add an optional parameter similarity\_score to VectorContextRetrieve… (#14831) - add property extraction (using property names and optional descriptions) for KGs (#14707) - able to attach output classes to LLMs (#14747) - Add streaming for tool calling / structured extraction (#14759) - fix from removing private variables when copying/pickling (#14860) - Fix empty array being send to vector store in ingestion pipeline (#14859) - optimize ingestion pipeline deduping (#14858) - Add an optional parameter similarity\_score to VectorContextRetriever (#14831) ### `llama-index-llms-azure-openai` \[0.1.10] - Bugfix: AzureOpenAI may fail with custom azure\_ad\_token\_provider (#14869) ### `llama-index-llms-bedrock-converse` \[0.1.5] - feat: ✨ Implement async functionality in BedrockConverse (#14326) ### `llama-index-llms-langchain` \[0.3.0] - make some dependencies optional - bump langchain version in integration (#14879) ### `llama-index-llms-ollama` \[0.1.6] - Bugfix: ollama streaming response (#14830) ### `llama-index-multi-modal-llms-anthropic` \[0.1.5] - align deps (#14850) ### `llama-index-readers-notion` \[0.1.10] - update notion reader to handle duplicate pages, database+page ids (#14861) ### `llama-index-vector-stores-milvus` \[0.1.21] - Implements delete\_nodes() and clear() for Weviate, Opensearch, Milvus, Postgres, and Pinecone Vector Stores (#14800) ### `llama-index-vector-stores-mongodb` \[0.1.8] - MongoDB Atlas Vector Search: Enhanced Metadata Filtering (#14856) ### `llama-index-vector-stores-opensearch` \[0.1.13] - Implements delete\_nodes() and clear() for Weviate, Opensearch, Milvus, Postgres, and Pinecone Vector Stores (#14800) ### `llama-index-vector-stores-pinecone` \[0.1.8] - Implements delete\_nodes() and clear() for Weviate, Opensearch, Milvus, Postgres, and Pinecone Vector Stores (#14800) ### `llama-index-vector-stores-postgres` \[0.1.12] - Implements delete\_nodes() and clear() for Weviate, Opensearch, Milvus, Postgres, and Pinecone Vector Stores (#14800) ### `llama-index-vector-stores-weaviate` \[1.0.2] - Implements delete\_nodes() and clear() for Weviate, Opensearch, Milvus, Postgres, and Pinecone Vector Stores (#14800) ## \[2024-07-19] ### `llama-index-core` \[0.10.56] - Fixing the issue where the \_apply\_node\_postprocessors function needs QueryBundle (#14839) - Add Context-Only Response Synthesizer (#14439) - Fix AgentRunner AgentRunStepStartEvent dispatch (#14828) - Improve output format system prompt in ReAct agent (#14814) - Remove double curly replacing from output parser utils (#14735) - Update simple\_summarize.py (#14714) ### `llama-index-tools-azure-code-interpreter` \[0.2.0] - chore: read AZURE\_POOL\_MANAGEMENT\_ENDPOINT from env vars (#14732) ### `llama-index-llms-azure-inference` \[0.1.0] - Azure AI Inference integration (#14672) ### `llama-index-embeddings-azure-inference` \[0.1.0] - Azure AI Inference integration (#14672) ### `llama-index-llms-bedrock-converse` \[0.1.5] - feat: ✨ Implement async functionality in BedrockConverse (#14326) ### `llama-index-embeddings-yandexgpt` \[0.1.5] - Add new integration for YandexGPT Embedding Model (#14313) ### `llama-index-tools-google` \[0.1.6] - Update docstring for gmailtoolspec’s search\_messages tool (#14840) ### `llama-index-postprocessor-nvidia-rerank` \[0.1.5] - add support for nvidia/nv-rerankqa-mistral-4b-v3 (#14844) ### `llama-index-embeddings-openai` \[0.1.11] - Fix OpenAI Embedding async client bug (#14835) ### `llama-index-embeddings-azure-openai` \[0.1.11] - Fix Azure OpenAI LLM and Embedding async client bug (#14833) ### `llama-index-llms-azure-openai` \[0.1.9] - Fix Azure OpenAI LLM and Embedding async client bug (#14833) ### `llama-index-multi-modal-llms-openai` \[0.1.8] - Add support for gpt-4o-mini (#14820) ### `llama-index-llms-openai` \[0.1.26] - Add support for gpt-4o-mini (#14820) ### `llama-index-llms-mistralai` \[0.1.18] - Add support for mistralai nemo model (#14819) ### `llama-index-graph-stores-neo4j` \[0.2.8] - Fix bug when sanitize is used in neo4j property graph (#14812) - Add filter to get\_triples in neo4j (#14811) ### `llama-index-vector-stores-azureaisearch` \[0.1.12] - feat: add nested filters for azureaisearch (#14795) ### `llama-index-vector-stores-qdrant` \[0.2.13] - feat: Add NOT IN filter for Qdrant vector store (#14791) ### `llama-index-vector-stores-azureaisearch` \[0.1.11] - feat: add azureaisearch supported conditions (#14787) - feat: azureaisearch support collection string (#14712) ### `llama-index-tools-weather` \[0.1.4] - Fix OpenWeatherMapToolSpec.forecast\_tommorrow\_at\_location (#14745) ### `llama-index-readers-microsoft-sharepoint` \[0.2.6] - follow odata.nextLink (#14708) ### `llama-index-vector-stores-qdrant` \[0.2.12] - Adds Quantization option to QdrantVectorStore (#14740) ### `llama-index-vector-stores-azureaisearch` \[0.1.10] - feat: improve azureai search deleting (#14693) ### `llama-index-agent-openai` \[0.2.9] - fix: tools are required for attachments in openai api (#14609) ### `llama-index-readers-box` \[0.1.0] - new integration ### `llama-index-embeddings-fastembed` \[0.1.6] - fix fastembed python version (#14710) ## \[2024-07-11] ### `llama-index-core` \[0.10.55] - Various docs updates ### `llama-index-llms-cleanlab` \[0.1.1] - Add user configurations for Cleanlab LLM integration (#14676) ### `llama-index-readers-file` \[0.1.30] - race between concurrent pptx readers over a single temp filename (#14686) ### `llama-index-tools-exa` \[0.1.4] - changes to Exa search tool getting started and example notebook (#14690) ## \[2024-07-10] ### `llama-index-core` \[0.10.54] - fix: update operator logic for simple vector store filter (#14674) - Add AgentOps integration (#13935) ### `llama-index-embeddings-fastembed` \[0.1.5] - chore: update required python version in Qdrant fastembed package (#14677) ### `llama-index-embeddings-huggingface-optimum-intel` \[0.1.6] - Bump version llama-index-embeddings-huggingface-optimum-intel (#14670) ### `llama-index-vector-stores-elasticsearch` \[0.2.2] - Added support for custom index settings (#14655) ### `llama-index-callbacks-agentops` \[0.1.0] - Initial release ### `llama-index-indices-managed-vertexai` \[0.0.2] - Fix #14637 Llamaindex managed Vertex AI index needs to be updated. (#14641) ### `llama-index-readers-file` \[0.1.29] - fix unstructured import in simple file reader (#14642) ## \[2024-07-08] ### `llama-index-core` \[0.10.53] - fix handling react usage in `llm.predict_and_call` for llama-agents (#14556) - add the missing arg verbose when `ReActAgent` calling `super().__init__` (#14565) - fix `llama-index-core\llama_index\core\node_parser\text\utils.py` error when use IngestionPipeline parallel (#14560) - deprecate `KnowledgeGraphIndex`, tweak docs (#14575) - Fix `ChatSummaryMemoryBuffer` fails to summary chat history with tool callings (#14563) - Added `DynamicLLMPathExtractor` for Entity Detection With a Schema inferred by LLMs on the fly (#14566) - add cloud document converter (#14608) - fix KnowledgeGraphIndex arg ‘kg\_triple\_extract\_template’ typo error (#14619) - Fix: Update `UnstructuredElementNodeParser` due to change in unstructured (#14606) - Update ReAct Step to solve issue with incomplete generation (#14587) ### `llama-index-callbacks-promptlayer` \[0.1.3] - Conditions logging to promptlayer on successful request (#14632) ### `llama-index-embeddings-databricks` \[0.1.0] - Add integration embeddings databricks (#14590) ### `llama-index-llms-ai21` \[0.3.1] - Fix MessageRole import from the wrong package in AI21 Package (#14596) ### `llama-index-llms-bedrock` \[0.1.12] - handle empty response in Bedrock AnthropicProvider (#14479) - add claude 3.5 sonnet support to Bedrock InvokeAPI (#14594) ### `llama-index-llms-bedrock-converse` \[0.1.4] - Fix Bedrock Converse’s tool use blocks, when there are multiple consecutive function calls (#14386) ### `llama-index-llms-optimum-intel` \[0.1.0] - add optimum intel with ipex backend to llama-index-integration (#14553) ### `llama-index-llms-qianfan` \[0.1.0] - add baidu-qianfan llm (#14414) ### `llama-index-llms-text-generation-inference` \[0.1.4] - fix: crash LLMMetadata in model name lookup (#14569) - Remove hf embeddings dep from text-embeddings-inference (#14592) ### `llama-index-llms-yi` \[0.1.1] - update yi llm context\_window (#14578) ### `llama-index-readers-file` \[0.1.28] - add fs arg to PandasExcelReader.load\_data (#14554) - UnstructuredReader enhancements (#14390) ### `llama-index-readers-web` \[0.1.22] - nit: firecrawl fixes for creating documents (#14579) ### `llama-index-retrievers-bm25` \[0.2.0] - Update BM25Retriever to use newer (and faster) bm25s library #(14581) ### `llama-index-vector-stores-qdrant` \[0.2.11] - refactor: Don’t swallow exceptions from Qdrant collection\_exists (#14564) - add support for qdrant bm42, setting sparse + dense configs (#14577) ## \[2024-07-03] ### `llama-index-core` \[0.10.52] - fix file reader path bug on windows (#14537) - follow up with kwargs propagation in colbert index due to change in parent class (#14522) - deprecate query pipeline agent in favor of FnAgentWorker (#14525O) ### `llama-index-callbacks-arize-phoenix` \[0.1.6] - support latest version of arize #14526 ### `llama-index-embeddings-litellm` \[0.1.0] - Add support for LiteLLM Proxy Server for embeddings (#14523) ### `llama-index-finetuning` \[0.1.10] - Adding device choice from sentence\_transformers (#14546) ### `llama-index-graph-stores-neo4` \[0.2.7] - Fixed ordering of returned nodes on vector queries (#14461) ### `llama-index-llms-bedrock` \[0.1.10] - handle empty response in Bedrock AnthropicProvider (#14479) ### `llama-index-llms-bedrock-converse` \[0.1.4] - Fix Bedrock Converse’s join\_two\_dicts function when a new string kwarg is added (#14548) ### `llama-index-llms-upstage` \[0.1.4] - Add upstage tokenizer and token counting method (#14502) ### `llama-index-readers-azstorage-blob` \[0.1.7] - Fix bug with getting object name for blobs (#14547) ### `llama-index-readers-file` \[0.1.26] - Pandas excel reader load data fix for appending documents (#14501) ### `llama-index-readers-iceberg` \[0.1.0] - Add Iceberg Reader integration to LLamaIndex (#14477) ### `llama-index-readers-notion` \[0.1.8] - Added retries (#14488) - add `list_databases` method (#14488) ### `llama-index-readers-slack` \[0.1.5] - Enhance SlackReader to fetch Channel IDs from Channel Names/Patterns (#14429) ### `llama-index-readers-web` \[0.1.21] - Add API url to firecrawl reader (#14452) ### `llama-index-retrievers-bm25` \[0.1.5] - fix score in nodes returned by the BM25 retriever (#14495) ### `llama-index-vector-stores-azureaisearch` \[0.1.9] - add async methods to azure ai search (#14496) ### `llama-index-vector-stores-kdbai` \[0.1.8] - Kdbai rest compatible (#14511) ### `llama-index-vector-stores-mongodb` \[0.1.6] - Adds Hybrid and Full-Text Search to MongoDBAtlasVectorSearch (#14490) ## \[2024-06-28] ### `llama-index-core` \[0.10.51] - fixed issue with function calling llms and empty tool calls (#14453) - Fix ChatMessage not considered as stringable in query pipeline (#14378) - Update schema llm path extractor to also take a list of valid triples (#14357) - Pass the kwargs on when `build_index_from_nodes` (#14341) ### `llama-index-agent-dashscope` \[0.1.0] - Add Alibaba Cloud dashscope agent (#14318) ### `llama-index-graph-stores-neo4j` \[0.2.6] - Add MetadataFilters to neo4j\_property\_graph (#14362) ### `llama-index-llms-nvidia` \[0.1.4] - add known context lengths for hosted models (#14436) ### `llama-index-llms-perplexity` \[0.1.4] - update available models (#14409) ### `llama-index-llms-predibase` \[0.1.6] - Better error handling for invalid API token (#14440) ### `llama-index-llms-yi` \[0.1.0] - Integrate Yi model (#14353) ### `llama-index-readers-google` \[0.2.9] - Creates Data Loader for Google Chat (#14397) ### `llama-index-readers-s3` \[0.1.10] - Invalidate s3fs cache in S3Reader (#14441) ### `llama-index-readers-structured-data` \[0.1.0] - Add StructuredDataReader support for xlsx, csv, json and jsonl (#14369) ### `llama-index-tools-jina` \[0.1.0] - Integrating a new tool called jina search (#14317) ### `llama-index-vector-stores-astradb` \[0.1.8] - Update Astra DB vector store to use modern astrapy library (#14407) ### `llama-index-vector-stores-chromadb` \[0.1.10] - Fix the index accessing of ids of chroma get (#14434) ### `llama-index-vector-stores-deeplake` \[0.1.4] - Implemented delete\_nodes() and clear() in deeplake vector store (#14457) - Implemented get\_nodes() in deeplake vector store (#14388) ### `llama-index-vector-stores-elasticsearch` \[0.2.1] - Add support for dynamic metadata fields in Elasticsearch index creation (#14431) ### `llama-index-vector-stores-kdbai` \[0.1.7] - Kdbai version compatible (#14402) ## \[2024-06-24] ### `llama-index-core` \[0.10.50] - added dead simple `FnAgentWorker` for custom agents (#14329) - Pass the kwargs on when build\_index\_from\_nodes (#14341) - make async utils a bit more robust to nested async (#14356) ### `llama-index-llms-upstage` \[0.1.3] - every llm is a chat model (#14334) ### `llama-index-packs-rag-evaluator` \[0.1.5] - added possibility to run local embedding model in RAG evaluation packages (#14352) ## \[2024-06-23] ### `llama-index-core` \[0.10.49] - Improvements to `llama-cloud` and client dependencies (#14254) ### `llama-index-indices-managed-llama-cloud` \[0.2.1] - Improve the interface and client interactions in `LlamaCloudIndex` (#14254) ### `llama-index-llms-bedrock-converse` \[0.1.3] - add claude sonnet 3.5 to bedrock converse (#14306) ### `llama-index-llms-upstage` \[0.1.2] - set default context size (#14293) - add api\_key alias on upstage llm and embeddings (#14233) ### `llama-index-storage-kvstore-azure` \[0.1.2] - Optimized inserts (#14321) ### `llama-index-utils-azure` \[0.1.1] - azure\_table\_storage params bug (#14182) ### `llama-index-vector-stores-neo4jvector` \[0.1.6] - Add neo4j client method (#14314) ## \[2024-06-21] ### `llama-index-core` \[0.10.48] - Improve efficiency of average precision (#14260) - add crewai + llamaindex cookbook (#14266) - Add mimetype field to TextNode (#14279) - Improve IBM watsonx.ai docs (#14271) - Updated frontpage of docs, added agents guide, and more (#14089) ### `llama-index-llms-anthropic` \[0.1.14] - Add support for claude 3.5 (#14277) ### `llama-index-llms-bedrock-converse` \[0.1.4] - Implement Bedrock Converse API for function calling (#14055) ## \[2024-06-19] ### `llama-index-core` \[0.10.47] - added average precision as a retrieval metric (#14189) - added `.show_jupyter_graph()` method visualizing default simple graph\_store in jupyter notebooks (#14104) - corrected the behaviour of nltk file lookup (#14040) - Added helper args to generate\_qa\_pairs (#14054) - Add new chunking semantic chunking method: double-pass merging (#13629) - enable stepwise execution of query pipelines (#14117) - Replace tenacity upper limit by only rejecting 8.4.0 (#14218) - propagate error\_on\_no\_tool\_call kwarg in `llm.predict_and_call()` (#14253) - in query pipeline, avoid casting nodes as strings and use `get_content()` instead (#14242) - Fix NLSQLTableQueryEngine response metadata (#14169) - do not overwrite relations in default simple property graph (#14244) ### `llama-index-embeddings-ipex-llm` \[0.1.5] - Enable selecting Intel GPU for ipex embedding integrations (#14214) ### `llama-index-embeddings-mixedbreadai` \[0.1.0] - add mixedbread ai integration (#14161) ### `llama-index-graph-stores-neo4j` \[0.2.5] - Add default node property to neo4j upsert relations (#14095) ### `llama-index-indices-managed-postgresml` \[0.3.0] - Added re-ranking into the PostgresML Managed Index (#14134) ### `llama-index-llms-ai21` \[0.3.0] - use async AI21 client for async methods (#14193) ### `llama-index-llms-bedrock-converse` \[0.1.2] - Added (fake) async calls to avoid errors (#14241) ### `llama-index-llms-deepinfra` \[0.1.3] - Add function calling to deep infra llm (#14127) ### `llama-index-llms-ipex-llm` \[0.1.8] - Enable selecting Intel GPU for ipex embedding integrations (#14214) ### `llama-index-llms-oci-genai` \[0.1.1] - add command r support oci genai (#14080) ### `llama-index-llms-premai` \[0.1.7] - Prem AI Templates Llama Index support (#14105) ### `llama-index-llms-you` \[0.1.0] - Integrate You.com conversational APIs (#14207) ### `llama-index-readers-mongodb` \[0.1.8] - Add metadata field “collection\_name” to SimpleMongoReader (#14245) ### `llama-index-readers-pdf-marker` \[0.1.0] - add marker-pdf reader (#14099) ### `llama-index-readers-upstage` \[0.1.0] - Added upstage as a reader (#13415) ### `llama-index-postprocessor-mixedbreadai-rerank` \[0.1.0] - add mixedbread ai integration (#14161) ### `llama-index-vector-stores-lancedb` \[0.1.6] - LanceDB: code cleanup, minor updates (#14077) ### `llama-index-vector-stores-opensearch` \[0.1.12] - add option to customize default OpenSearch Client and Engine (#14249) ## \[2024-06-17] ### `llama-index-core`\[0.10.46] - Fix Pin tenacity and numpy in core (#14203) - Add precision and recall metrics (#14170) - Enable Function calling and agent runner for Vertex AI (#14088) - Fix for batch\_gather (#14162) ### `llama-index-utils-huggingface` \[0.1.1] - Remove sentence-transformers dependency from HuggingFace utils package (#14204) ### `llama-index-finetuning` \[0.1.8] - Add MistralAI Finetuning API support (#14101) ### `llama-index-llms-mistralai` \[0.1.16] - Update MistralAI (#14199) ### `llama-index-llms-bedrock-converse` \[0.1.0] - fix: 🐛 Fix Bedrock Converse’ pyproject.toml for the PyPI release (#14197) ### `llama-index-utils-azure` \[0.1.1] - Use typical include llama\_index/ (#14196) - Feature/azure\_table\_storage (#14182) ### `llama-index-embeddings-nvidia` \[0.1.4] - add support for nvidia/nv-embed-v1 () (#14194) ### `llama-index-retrievers-you` \[0.1.3] - add news retriever (#13934) ### `llama-index-storage-kvstore-azure` \[0.1.1] - Fixes a bug where there is a missing await. (#14177) ### `llama-index-embeddings-nomic` \[0.4.0post1] - Restore Nomic Embed einops dependency (#14176) ### `llama-index-retrievers-bm25` \[0.1.4] - Changing BM25Retriever \_retrieve to use numpy methods (#14015) ### `llama-index-llms-gemini` \[0.1.11] - Add missing @llm\_chat\_callback() to Gemini.stream\_chat (#14166) ### `llama-index-llms-vertex` \[0.2.0] - Enable Function calling and agent runner for Vertex AI (#14088) ### `llama-index-vector-stores-opensearch` \[0.1.11] - feat: support VectorStoreQueryMode.TEXT\_SEARCH on OpenSearch VectorStore (#14153) ## \[2024-06-14] ### `llama-index-core` \[0.10.45] - Fix parsing sql query.py (#14109) - Implement NDCG metric (#14100) - Fixed System Prompts for Structured Generation (#14026) - Split HuggingFace embeddings in HuggingFace API and TextGenerationInference packages (#14013) - Add PandasExcelReader class for parsing excel files (#13991) - feat: add spans to ingestion pipeline (#14062) ### `llama-index-vector-stores-qdrant` \[0.2.10] - Fix Qdrant nodes (#14149) ### `llama-index-readers-mongodb` \[0.1.7] - Fixes TypeError: sequence item : expected str instance, int found ### `llama-index-indices-managed-vertexai` \[0.0.1] - feat: Add Managed Index for LlamaIndex on Vertex AI for RAG (#13626) ### `llama-index-llms-oci-genai` \[0.1.1] - Feature/add command r support oci genai (#14080) ### `llama-index-vector-stores-milvus` \[0.1.20] - MilvusVectorStore: always include text\_key in output\_fields (#14076) ### `llama-index-packs-mixture-of-agents` \[0.1.0] - Add Mixture Of Agents paper implementation (#14112) ### `llama-index-llms-text-generation-inference` \[0.1.0] - Split HuggingFace embeddings in HuggingFace API and TextGenerationInference packages (#14013) ### `llama-index-llms-huggingface-api` \[0.1.0] - Split HuggingFace embeddings in HuggingFace API and TextGenerationInference packages (#14013) ### `llama-index-embeddings-huggingface-api` \[0.1.0] - Split HuggingFace embeddings in HuggingFace API and TextGenerationInference packages (#14013) ### `llama-index-utils-huggingface` \[0.1.0] - Split HuggingFace embeddings in HuggingFace API and TextGenerationInference packages (#14013) ### `llama-index-llms-watsonx` \[0.1.8] - Feat: IBM watsonx.ai llm and embeddings integration (#13600) ### `llama-index-llms-ibm` \[0.1.0] - Feat: IBM watsonx.ai llm and embeddings integration (#13600) ### `llama-index-embeddings-ibm` \[0.1.0] - Feat: IBM watsonx.ai llm and embeddings integration (#13600) ### `llama-index-vector-stores-milvus` \[0.1.19] - Fix to milvus filter enum parsing (#14111) ### `llama-index-llms-anthropic` \[0.1.13] - fix anthropic llm calls (#14108) ### `llama-index-storage-index-store-postgres` \[0.1.4] - Wrong mongo name was used instead of Postgres (#14107) ### `llama-index-embeddings-bedrock` \[0.2.1] - Remove unnecessary excluded from fields in Bedrock embedding (#14085) ### `llama-index-finetuning` \[0.1.7] - Feature/added trust remote code (#14102) ### `llama-index-readers-file` \[0.1.25] - nit: fix for pandas excel reader (#14086) ### `llama-index-llms-anthropic` \[0.1.12] - Update anthropic dependency to 0.26.2 minimum version (#14091) ### `llama-index-llms-llama-cpp` \[0.1.4] - Add support for Llama 3 Instruct prompt format (#14072) ### `llama-index-llms-bedrock-converse` \[0.1.8] - Implement Bedrock Converse API for function calling (#14055) ### `llama-index-vector-stores-postgres` \[0.1.11] - fix/postgres-metadata-in-filter-single-elem (#14035) ### `llama-index-readers-file` \[0.1.24] - Add PandasExcelReader class for parsing excel files (#13991) ### `llama-index-embeddings-ipex-llm` \[0.1.4] - Update dependency of llama-index-embeddings-ipex-llm ### `llama-index-embeddings-gemini` \[0.1.8] - Add api key as field in Gemini Embedding (#14061) ### `llama-index-vector-stores-milvus` \[0.1.18] - Expand milvus vector store filter options (#13961) ## \[2024-06-10] ### `llama-index-core` \[0.10.44] - Add WEBP and GIF to supported image types for SimpleDirectoryReader (#14038) - refactor: add spans to abstractmethods via mixin (#14003) - Adding streaming support for SQLAutoVectorQueryEngine (#13947) - add option to specify embed\_model to NLSQLTableQueryEngine (#14006) - add spans for multimodal LLMs (#13966) - change to compact in auto prev next (#13940) - feat: add exception events for streaming errors (#13917) - feat: add spans for tools (#13916) ### `llama-index-embeddings-azure-openai` \[0.1.10] - Fix error when using azure\_ad without setting the API key (#13970) ### `llama-index-embeddings-jinaai` \[0.2.0] - add Jina Embeddings MultiModal (#13861) ### `llama-index-embeddings-nomic` \[0.3.0] - Add Nomic multi modal embeddings (#13920) ### `llama-index-graph-stores-neo4j` \[0.2.3] - ensure cypher returns list before iterating (#13938) ### `llama-index-llms-ai21` \[0.2.0] - Add AI21 Labs Jamba-Instruct Support (#14030) ### `llama-index-llms-deepinfra` \[0.1.2] - fix(deepinfrallm): default max\_tokens (#13998) ### `llama-index-llms-vllm` \[0.1.8] - correct `__del__()` Vllm (#14053) ### `llama-index-packs-zenguard` \[0.1.0] - Add ZenGuard llamapack (#13959) ### `llama-index-readers-google` \[0.2.7] - fix how class attributes are set in google drive reader (#14022) - Add Google Maps Text Search Reader (#13884) ### `llama-index-readers-jira` \[0.1.4] - Jira personal access token with hosted instances (#13890) ### `llama-index-readers-mongodb` \[0.1.6] - set document ids when loading (#14000) ### `llama-index-retrievers-duckdb-retriever` \[0.1.0] - Add DuckDBRetriever (#13929) ### `llama-index-vector-stores-chroma` \[0.1.9] - Add inclusion filter to chromadb (#14010) ### `llama-index-vector-stores-lancedb` \[0.1.5] - Fix LanceDBVectorStore `add()` logic (#13993) ### `llama-index-vector-stores-milvus` \[0.1.17] - Support all filter operators for Milvus vector store (#13745) ### `llama-index-vector-stores-postgres` \[0.1.10] - Broaden SQLAlchemy support in llama-index-vector-stores-postgres to 1.4+ (#13936) ### `llama-index-vector-stores-qdrant` \[0.2.9] - Qdrant: Create payload index for `doc_id` (#14001) ## \[2024-06-02] ### `llama-index-core` \[0.10.43] - use default UUIDs when possible for property graph index vector stores (#13886) - avoid empty or duplicate inserts in property graph index (#13891) - Fix cur depth for `get_rel_map` in simple property graph store (#13888) - (bandaid) disable instrumentation from logging generators (#13901) - Add backwards compatibility to Dispatcher.get\_dispatch\_event() method (#13895) - Fix: Incorrect naming of acreate\_plan in StructuredPlannerAgent (#13879) ### `llama-index-graph-stores-neo4j` \[0.2.2] - Handle cases where type is missing (neo4j property graph) (#13875) - Rename `Neo4jPGStore` to `Neo4jPropertyGraphStore` (with backward compat) (#13891) ### `llama-index-llms-openai` \[0.1.22] - Improve the retry mechanism of OpenAI (#13878) ### `llama-index-readers-web` \[0.1.18] - AsyncWebPageReader: made it actually async; it was exhibiting blocking behavior (#13897) ### `llama-index-vector-stores-opensearch` \[0.1.10] - Fix/OpenSearch filter logic (#13804) ## \[2024-05-31] ### `llama-index-core` \[0.10.42] - Allow proper setting of the vector store in property graph index (#13816) - fix imports in langchain bridge (#13871) ### `llama-index-graph-stores-nebula` \[0.2.0] - NebulaGraph support for PropertyGraphStore (#13816) ### `llama-index-llms-langchain` \[0.1.5] - fix fireworks imports in langchain llm (#13871) ### `llama-index-llms-openllm` \[0.1.5] - feat(openllm): 0.5 sdk integrations update (#13848) ### `llama-index-llms-premai` \[0.1.5] - Update SDK compatibility (#13836) ### `llama-index-readers-google` \[0.2.6] - Fixed a bug with tokens causing an infinite loop in GoogleDriveReader (#13863) ## \[2024-05-30] ### `llama-index-core` \[0.10.41] - pass embeddings from index to property graph retriever (#13843) - protect instrumentation event/span handlers from each other (#13823) - add missing events for completion streaming (#13824) - missing callback\_manager.on\_event\_end when there is exception (#13825) ### `llama-index-llms-gemini` \[0.1.10] - use `model` kwarg for model name for gemini (#13791) ### `llama-index-llms-mistralai` \[0.1.15] - Add mistral code model (#13807) - update mistral codestral with fill in middle endpoint (#13810) ### `llama-index-llms-openllm` \[0.1.5] - 0.5 integrations update (#13848) ### `llama-index-llms-vertex` \[0.1.8] - Safety setting for Pydantic Error for Vertex Integration (#13817) ### `llama-index-readers-smart-pdf-loader` \[0.1.5] - handle path objects in smart pdf reader (#13847) ## \[2024-05-28] ### `llama-index-core` \[0.10.40] - Added `PropertyGraphIndex` and other supporting abstractions. See the [full guide](https://docs.llamaindex.ai/en/latest/module_guides/indexing/lpg_index_guide/) for more details (#13747) - Updated `AutoPrevNextNodePostprocessor` to allow passing in response mode and LLM (#13771) - fix type handling with return direct (#13776) - Correct the method name to `_aget_retrieved_ids_and_texts` in retrievval evaluator (#13765) - fix: QueryTransformComponent incorrect call `self._query_transform` (#13756) - implement more filters for `SimpleVectorStoreIndex` (#13365) ### `llama-index-embeddings-bedrock` \[0.2.0] - Added support for Bedrock Titan Embeddings v2 (#13580) ### `llama-index-embeddings-oci-genai` \[0.1.0] - add Oracle Cloud Infrastructure (OCI) Generative AI (#13631) ### `llama-index-embeddings-huggingface` \[0.2.1] - Expose “safe\_serialization” parameter from AutoModel (#11939) ### `llama-index-graph-stores-neo4j` \[0.2.0] - Added `Neo4jPGStore` for property graph support (#13747) ### `llama-index-indices-managed-dashscope` \[0.1.1] - Added dashscope managed index (#13378) ### `llama-index-llms-oci-genai` \[0.1.0] - add Oracle Cloud Infrastructure (OCI) Generative AI (#13631) ### `llama-index-readers-feishu-wiki` \[0.1.1] - fix undefined variable (#13768) ### `llama-index-packs-secgpt` \[0.1.0] - SecGPT - LlamaIndex Integration #13127 ### `llama-index-vector-stores-hologres` \[0.1.0] - Add Hologres vector db (#13619) ### `llama-index-vector-stores-milvus` \[0.1.16] - Remove FlagEmbedding as Milvus’s dependency (#13767) Unify the collection construction regardless of the value of enable\_sparse (#13773) ### `llama-index-vector-stores-opensearch` \[0.1.9] - refactor to put helper methods inside class definition (#13749) ## \[2024-05-24] ### `llama-index-core` \[0.10.39] - Add VectorMemory and SimpleComposableMemory (#13352) - Improve MarkdownReader to ignore headers in code blocks (#13694) - proper async element node parsers (#13698) - return only the message content in function calling worker (#13677) - nit: fix multimodal query engine to use metadata (#13712) - Add notebook with workaround for lengthy tool descriptions and QueryPlanTool (#13701) ### `llama-index-embeddings-ipex-llm` \[0.1.2] - Improve device selection (#13644) ### `llama-index-indices-managed-postgresml` \[0.1.3] - Add the PostgresML Managed Index (#13623) ### `llama-index-indices-managed-vectara` \[0.1.4] - Added chat engine, streaming, factual consistency score, and more (#13639) ### `llama-index-llms-deepinfra` \[0.0.1] - Add Integration for DeepInfra LLM Models (#13652) ### `llama-index-llm-ipex-llm` \[0.1.3] - add GPU support for llama-index-llm-ipex-llm (#13691) ### `llama-index-llms-lmstudio` \[0.1.0] - lmstudio integration (#13557) ### `llama-index-llms-ollama` \[0.1.5] - Use aiter\_lines function to iterate over lines in ollama integration (#13699) ### `llama-index-llms-vertex` \[0.1.6] - Added safety\_settings parameter for gemini (#13568) ### `llama-index-postprocessor-voyageai-rerank` \[0.1.3] - VoyageAI reranking bug fix (#13622) ### `llama-index-retrievers-mongodb-atlas-bm25-retriever` \[0.1.4] - Add missing return (#13720) ### `llama-index-readers-web` \[0.1.17] - Add Scrapfly Web Loader (#13654) ### `llama-index-vector-stores-postgres` \[0.1.9] - fix bug with delete and special chars (#13651) ### `llama-index-vector-stores-supabase` \[0.1.5] - Try-catch in case the .\_client attribute is not present (#13681) ## \[2024-05-21] ### `llama-index-core` \[0.10.38] - Enabling streaming in BaseSQLTableQueryEngine (#13599) - Fix nonetype errors in relational node parsers (#13615) - feat(instrumentation): new spans for ALL llms (#13565) - Properly Limit the number of generated questions (#13596) - Pass ‘exclude\_llm\_metadata\_keys’ and ‘exclude\_embed\_metadata\_keys’ in element Node Parsers (#13567) - Add batch mode to QueryPipeline (#13203) - Improve SentenceEmbeddingOptimizer to respect Settings.embed\_model (#13514) - ReAct output parser robustness changes (#13459) - fix for pydantic tool calling with a single argument (#13522) - Avoid unexpected error when stream chat doesn’t yield (#13422) ### `llama-index-embeddings-nomic` \[0.2.0] - Implement local Nomic Embed with the inference\_mode parameter (#13607) ### `llama-index-embeddings-nvidia` \[0.1.3] - Deprecate `mode()` in favor of `__init__(base_url=...)` (#13572) - add snowflake/arctic-embed-l support (#13555) ### `llama-index-embeddings-openai` \[0.1.10] - update how retries get triggered for openai (#13608) ### `llama-index-embeddings-upstage` \[0.1.0] - Integrations: upstage LLM and Embeddings (#13193) ### `llama-index-llms-gemini` \[0.1.8] - feat: add gemini new models to multimodal LLM and regular (#13539) ### `llama-index-llms-groq` \[0.1.4] - fix: enable tool use (#13566) ### `llama-index-llms-lmstudio` \[0.1.0] - Add support for lmstudio integration (#13557) ### `llama-index-llms-nvidia` \[0.1.3] - Deprecate `mode()` in favor of `__init__(base_url=...)` (#13572) ### `llama-index-llms-openai` \[0.1.20] - update how retries get triggered for openai (#13608) ### `llama-index-llms-unify` \[0.1.0] - Add Unify LLM Support (#12921) ### `llama-index-llms-upstage` \[0.1.0] - Integrations: upstage LLM and Embeddings (#13193) ### `llama-index-llms-vertex` \[0.1.6] - Adding Support for MedLM Models (#11911) ### `llama_index.postprocessor.dashscope_rerank` \[0.1.0] - Add dashscope rerank for postprocessor (#13353) ### `llama-index-postprocessor-nvidia-rerank` \[0.1.2] - Deprecate `mode()` in favor of `__init__(base_url=...)` (#13572) ### `llama-index-readers-mongodb` \[0.1.5] - SimpleMongoReader should allow optional fields in metadata (#13575) ### `llama-index-readers-papers` \[0.1.5] - fix: (ArxivReader) set exclude\_hidden to False when reading data from hidden directory (#13578) ### `llama-index-readers-sec-filings` \[0.1.5] - fix: sec\_filings header when making requests to sec.gov #13548 ### `llama-index-readers-web` \[0.1.16] - Added firecrawl search mode (#13560) - Updated Browserbase web reader (#13535) ### `llama-index-tools-cassandra` \[0.1.0] - added Cassandra database tool spec for agents (#13423) ### `llama-index-vector-stores-azureaisearch` \[0.1.7] - Allow querying AzureAISearch without non-null metadata field (#13531) ### `llama-index-vector-stores-elasticsearch` \[0.2.0] - Integrate VectorStore from Elasticsearch client (#13291) ### `llama-index-vector-stores-milvus` \[0.1.14] - Fix the filter expression construction of Milvus vector store (#13591) ### `llama-index-vector-stores-supabase` \[0.1.4] - Disconnect when deleted (#13611) ### `llama-index-vector-stores-wordlift` \[0.1.0] - Added the WordLift Vector Store (#13028) ## \[2024-05-14] ### `llama-index-core` \[0.10.37] - Add image\_documents at call time for `MultiModalLLMCompletionProgram` (#13467) - fix RuntimeError by switching to asyncio from threading (#13486) - Add support for prompt kwarg (#13405) - VectorStore -> BasePydanticVectorStore (#13439) - fix: user\_message does not exist bug (#13432) - import missing response type (#13382) - add `CallbackManager` to `MultiModalLLM` (#13400) ### `llama-index-llms-bedrock` \[0.1.8] - Remove “Truncate” parameter from Bedrock Cohere invoke model request (#13442) ### `llama-index-readers-web` \[0.1.14] - Trafilatura kwargs and progress bar for trafilatura web reader (#13454) ### `llama-index-vector-stores-postgres` \[0.1.8] - Fix #9522 - SQLAlchemy warning when using hybrid search (#13476) ### `llama-index-vector-stores-lantern` \[0.1.4] - Fix #9522 - SQLAlchemy warning when using hybrid search (#13476) ### `llama-index-callbacks-uptrain` \[0.2.0] - update UpTrain Callback Handler to support new Upgratin eval schema (#13479) ### `llama-index-vector-stores-zep` \[0.1.3] - VectorStore -> BasePydanticVectorStore (#13439) ### `llama-index-vector-stores-vearch` \[0.1.1] - VectorStore -> BasePydanticVectorStore (#13439) ### `llama-index-vector-stores-upstash` \[0.1.4] - VectorStore -> BasePydanticVectorStore (#13439) ### `llama-index-vector-stores-typesense` \[0.1.3] - VectorStore -> BasePydanticVectorStore (#13439) ### `llama-index-vector-stores-timescalerevector` \[0.1.3] - VectorStore -> BasePydanticVectorStore (#13439) ### `llama-index-vector-stores-tencentvectordb` \[0.1.4] - VectorStore -> BasePydanticVectorStore (#13439) ### `llama-index-vector-stores-tair` \[0.1.3] - VectorStore -> BasePydanticVectorStore (#13439) ### `llama-index-vector-stores-singlestoredb` \[0.1.3] - VectorStore -> BasePydanticVectorStore (#13439) ### `llama-index-vector-stores-rocksetdb` \[0.1.3] - VectorStore -> BasePydanticVectorStore (#13439) ### `llama-index-vector-stores-neptune` \[0.1.1] - VectorStore -> BasePydanticVectorStore (#13439) ### `llama-index-vector-stores-neo4jvector` \[0.1.5] - VectorStore -> BasePydanticVectorStore (#13439) ### `llama-index-vector-stores-myscale` \[0.1.3] - VectorStore -> BasePydanticVectorStore (#13439) ### `llama-index-vector-stores-metal` \[0.1.3] - VectorStore -> BasePydanticVectorStore (#13439) ### `llama-index-vector-stores-jaguar` \[0.1.3] - VectorStore -> BasePydanticVectorStore (#13439) ### `llama-index-vector-stores-epsilla` \[0.1.3] - VectorStore -> BasePydanticVectorStore (#13439) ### `llama-index-vector-stores-dynamodb` \[0.1.3] - VectorStore -> BasePydanticVectorStore (#13439) ### `llama-index-vector-stores-dashvector` \[0.1.3] - VectorStore -> BasePydanticVectorStore (#13439) ### `llama-index-vector-stores-chatgpt-plugin` \[0.1.3] - VectorStore -> BasePydanticVectorStore (#13439) ### `llama-index-vector-stores-baiduvectordb` \[0.1.1] - VectorStore -> BasePydanticVectorStore (#13439) ### `llama-index-vector-stores-bagel` \[0.1.3] - VectorStore -> BasePydanticVectorStore (#13439) ### `llama-index-vector-stores-awsdocdb` \[0.1.5] - VectorStore -> BasePydanticVectorStore (#13439) ### `llama-index-vector-stores-awadb` \[0.1.3] - VectorStore -> BasePydanticVectorStore (#13439) ### `llama-index-vector-stores-alibabacloud-opensearch` \[0.1.1] - VectorStore -> BasePydanticVectorStore (#13439) ### `llama-index-readers-wordlift` \[0.1.4] - VectorStore -> BasePydanticVectorStore (#13439) ### `llama-index-readers-guru` \[0.1.4] - VectorStore -> BasePydanticVectorStore (#13439) ### `llama-index-readers-pebblo` \[0.1.1] - VectorStore -> BasePydanticVectorStore (#13439) ### `llama-index-postprocessor-voyageai-rerank` \[0.1.2] - bump rerank versions (#13465) ### `llama-index-postprocessor-sbert-rerank` \[0.1.4] - bump rerank versions (#13465) ### `llama-index-postprocessor-rankllm-rerank` \[0.1.3] - bump rerank versions (#13465) ### `llama-index-postprocessor-rankgpt-rerank` \[0.1.4] - bump rerank versions (#13465) ### `llama-index-postprocessor-openvino-rerank` \[0.1.3] - bump rerank versions (#13465) ### `llama-index-postprocessor-nvidia-rerank` \[0.1.1] - bump rerank versions (#13465) ### `llama-index-postprocessor-jinaai-rerank` \[0.1.3] - bump rerank versions (#13465) ### `llama-index-postprocessor-flag-embedding-rerank` \[0.1.3] - bump rerank versions (#13465) ### `llama-index-postprocessor-colbert-rerank` \[0.1.2] - bump rerank versions (#13465) ### `llama-index-postprocessor-cohere-rerank` \[0.1.6] - bump rerank versions (#13465) ### `llama-index-multi-modal-llms-openai` \[0.1.6] - gpt-4o support (#13463) ### `llama-index-llms-openai` \[0.1.19] - gpt-4o support (#13463) ### `llama-index-packs-rag-fusion-query-pipeline` \[0.1.4] - fix the RAG fusion pipeline (#13413) ### `llama-index-agent-openai` \[0.2.5] - fix: update OpenAIAssistantAgent to use attachments (#13341) ### `llama-index-embeddings-deepinfra` \[0.1.0] - new embeddings integration (#13323) ### `llama-index-llms-mlx` \[0.1.0] - new llm integration (#13231) ### `llama-index-vector-stores-milvus` \[0.1.12] - fix: Corrected connection parameters in connections.connect() (#13448) ### `llama-index-vector-stores-azureaisearch` \[0.1.6] - fix AzureAiSearchVectorStore metadata f-string (#13435) ### `llama-index-vector-stores-mongodb` \[0.1.5] - adds Unit and Integration tests for MongoDBAtlasVectorSearch (#12854) ### `llama-index-llms-huggingface` \[0.2.0] - update llama-index-llms-huggingface dependency (#13420) ### `llama-index-vector-store-relyt` \[0.1.0] - new vector store integration ### `llama-index-storage-kvstore-redis` \[0.1.5] - Implement async methods in RedisKVStore (#12943) ### `llama-index-packs-cohere-citation-chat` \[0.1.5] - pin llama-index-llms-cohere dependency (#13417) ### `llama-index-llms-cohere` \[0.2.0] - pin cohere dependency (#13417) ### `llama-index-tools-azure-code-interpreter` \[0.1.1] - fix indexing issue and runtime error message (#13414) ### `llama-index-postprocessor-cohere-rerank` \[0.1.5] - fix Cohere Rerank bug (#13410) ### `llama-index-indices-managed-llama-cloud` \[0.1.7] - fix retriever integration (#13409) ### `llama-index-tools-azure-code-interpreter` \[0.1.0] - new tool ### `llama-index-readers-google` \[0.2.5] - fix missing authorized\_user\_info check on GoogleDriveReader (#13394) ### `llama-index-storage-kvstore-firestore` \[0.2.1] - await Firestore’s AsyncDocumentReference (#13386) ### `llama-index-llms-nvidia` \[0.1.2] - add dynamic model listing support (#13398) ## \[2024-05-09] ### `llama-index-core` \[0.10.36] - add start\_char\_idx and end\_char\_idx with MarkdownElementParser (#13377) - use handlers from global default (#13368) ### `llama-index-readers-pebblo` \[0.1.0] - Initial release (#13128) ### `llama-index-llms-cohere` \[0.1.7] - Call Cohere RAG inference with documents argument (#13196) ### `llama-index-vector-scores-kdbai` \[0.1.6] - update add method decode utf-8 (#13194) ### `llama-index-vector-stores-alibabacloud-opensearch` \[0.1.0] - Initial release (#13286) ### `llama-index-tools-multion` \[0.2.0] - update tool to use updated api/sdk (#13373) ### `llama-index-vector-sores-weaviate` \[1.0.0] - Update to weaviate client v4 (#13229) ### `llama-index-readers-file` \[0.1.22] - fix bug where PDFReader ignores extra\_info (#13369) ### `llama-index-llms-azure-openai` \[0.1.8] - Add sync httpx client support (#13370) ### `llama-index-llms-openai` \[0.1.18] - Add sync httpx client support (#13370) - Add missing openai model token context (#13337) ### `llama-index-readers-github` \[0.1.9] - Add fail\_on\_http\_error (#13366) ### `llama-index-vector-stores-pinecone` \[0.1.7] - Add attribution tag for pinecone (#13329) ### `llama-index-llms-nvidia` \[0.1.1] - set default max\_tokens to 1024 (#13371) ### `llama-index-readers-papers` \[0.1.5] - Fix hiddent temp directory issue for arxiv reader (#13351) ### `llama-index-embeddings-nvidia` \[0.1.1] - fix truncate passing aget\_query\_embedding and get\_text\_embedding (#13367) ### `llama-index-llms-anyscare` \[0.1.4] - Add llama-3 models (#13336) ## \[2024-05-07] ### `llama-index-agent-introspective` \[0.1.0] - Add CRITIC and reflection agent integrations (#13108) ### `llama-index-core` \[0.10.35] - fix `from_defaults()` erasing summary memory buffer history (#13325) - use existing async event loop instead of `asyncio.run()` in core (#13309) - fix async streaming from query engine in condense question chat engine (#13306) - Handle ValueError in extract\_table\_summaries in element node parsers (#13318) - Handle llm properly for QASummaryQueryEngineBuilder and RouterQueryEngine (#13281) - expand instrumentation payloads (#13302) - Fix Bug in sql join statement missing schema (#13277) ### `llama-index-embeddings-jinaai` \[0.1.5] - add encoding\_type parameters in JinaEmbedding class (#13172) - fix encoding type access in JinaEmbeddings (#13315) ### `llama-index-embeddings-nvidia` \[0.1.0] - add nvidia nim embeddings support (#13177) ### `llama-index-llms-mistralai` \[0.1.12] - Fix async issue when streaming with Mistral AI (#13292) ### `llama-index-llms-nvidia` \[0.1.0] - add nvidia nim llm support (#13176) ### `llama-index-postprocessor-nvidia-rerank` \[0.1.0] - add nvidia nim rerank support (#13178) ### `llama-index-readers-file` \[0.1.21] - Update MarkdownReader to parse text before first header (#13327) ### `llama-index-readers-web` \[0.1.13] - feat: Spider Web Loader (#13200) ### `llama-index-vector-stores-vespa` \[0.1.0] - Add VectorStore integration for Vespa (#13213) ### `llama-index-vector-stores-vertexaivectorsearch` \[0.1.0] - Add support for Vertex AI Vector Search as Vector Store (#13186) ## \[2024-05-02] ### `llama-index-core` \[0.10.34] - remove error ignoring during chat engine streaming (#13160) - add structured planning agent (#13149) - update base class for planner agent (#13228) - Fix: Error when parse file using SimpleFileNodeParser and file’s extension doesn’t in FILE\_NODE\_PARSERS (#13156) - add matching `source_node.node_id` verification to node parsers (#13109) - Retrieval Metrics: Updating HitRate and MRR for Evaluation\@K documents retrieved. Also adding RR as a separate metric (#12997) - Add chat summary memory buffer (#13155) ### `llama-index-indices-managed-zilliz` \[0.1.3] - ZillizCloudPipelineIndex accepts flexible params to create pipelines (#10134, #10112) ### `llama-index-llms-huggingface` \[0.1.7] - Add tool usage support with text-generation-inference integration from Hugging Face (#12471) ### `llama-index-llms-maritalk` \[0.2.0] - Add streaming for maritalk (#13207) ### `llama-index-llms-mistral-rs` \[0.1.0] - Integrate mistral.rs LLM (#13105) ### `llama-index-llms-mymagic` \[0.1.7] - mymagicai api update (#13148) ### `llama-index-llms-nvidia-triton` \[0.1.5] - Streaming Support for Nvidia’s Triton Integration (#13135) ### `llama-index-llms-ollama` \[0.1.3] - added async support to ollama llms (#13150) ### `llama-index-readers-microsoft-sharepoint` \[0.2.2] - Exclude access control metadata keys from LLMs and embeddings - SharePoint Reader (#13184) ### `llama-index-readers-web` \[0.1.11] - feat: Browserbase Web Reader (#12877) ### `llama-index-readers-youtube-metadata` \[0.1.0] - Added YouTube Metadata Reader (#12975) ### `llama-index-storage-kvstore-redis` \[0.1.4] - fix redis kvstore key that was in bytes (#13201) ### `llama-index-vector-stores-azureaisearch` \[0.1.5] - Respect filter condition for Azure AI Search (#13215) ### `llama-index-vector-stores-chroma` \[0.1.7] - small bump for new chroma client version (#13158) ### `llama-index-vector-stores-firestore` \[0.1.0] - Adding Firestore Vector Store (#12048) ### `llama-index-vector-stores-kdbai` \[0.1.5] - small fix to returned IDs after `add()` (#12515) ### `llama-index-vector-stores-milvus` \[0.1.11] - Add hybrid retrieval mode to MilvusVectorStore (#13122) ### `llama-index-vector-stores-postgres` \[0.1.7] - parameterize queries in pgvector store (#13199) ## \[2024-04-27] ### `llama-index-core` \[0.10.33] - add agent\_worker.as\_agent() (#13061) ### `llama-index-embeddings-bedrock` \[0.1.5] - Use Bedrock cohere character limit (#13126) ### `llama-index-tools-google` \[0.1.5] - Change default value for attendees to empty list (#13134) ### `llama-index-graph-stores-falkordb` \[0.1.4] - Skip index creation error when index already exists (#13085) ### `llama-index-tools-google` \[0.1.4] - Fix datetime for google calendar create\_event api (#13132) ### `llama-index-llms-anthropic` \[0.1.11] - Merge multiple prompts into one (#13131) ### `llama-index-indices-managed-llama-cloud` \[0.1.6] - Use MetadataFilters in LlamaCloud Retriever (#13117) ### `llama-index-graph-stores-kuzu` \[0.1.3] - Fix kuzu integration .execute() calls (#13100) ### `llama-index-vector-stores-lantern` \[0.1.3] - Maintenance update to keep up to date with lantern builds (#13116) ## \[2024-04-25] ### `llama-index-core` \[0.10.32] - Corrected wrong output type for `OutputKeys.from_keys()` (#13086) - add run\_jobs to aws base embedding (#13096) - allow user to customize the keyword extractor prompt template (#13083) - (CondenseQuestionChatEngine) Do not condense the question if there’s no conversation history (#13069) - QueryPlanTool: Execute tool calls in subsequent (dependent) nodes in the query plan (#13047) - Fix for fusion retriever sometime return Nonetype query(s) before similarity search (#13112) ### `llama-index-embeddings-ipex-llm` \[0.1.1] - Support llama-index-embeddings-ipex-llm for Intel GPUs (#13097) ### `llama-index-packs-raft-dataset` \[0.1.4] - Fix bug in raft dataset generator - multiple system prompts (#12751) ### `llama-index-readers-microsoft-sharepoint` \[0.2.1] - Add access control related metadata to SharePoint reader (#13067) ### `llama-index-vector-stores-pinecone` \[0.1.6] - Nested metadata filter support (#13113) ### `llama-index-vector-stores-qdrant` \[0.2.8] - Nested metadata filter support (#13113) ## \[2024-04-23] ### `llama-index-core` \[0.10.31] - fix async streaming response from query engine (#12953) - enforce uuid in element node parsers (#12951) - add function calling LLM program (#12980) - make the PydanticSingleSelector work with async api (#12964) - fix query pipeline’s arun\_with\_intermediates (#13002) ### `llama-index-agent-coa` \[0.1.0] - Add COA Agent integration (#13043) ### `llama-index-agent-lats` \[0.1.0] - Official LATs agent integration (#13031) ### `llama-index-agent-llm-compiler` \[0.1.0] - Add LLMCompiler Agent Integration (#13044) ### `llama-index-llms-anthropic` \[0.1.10] - Add the ability to pass custom headers to Anthropic LLM requests (#12819) ### `llama-index-llms-bedrock` \[0.1.7] - Adding claude 3 opus to BedRock integration (#13033) ### `llama-index-llms-fireworks` \[0.1.5] - Add new Llama 3 and Mixtral 8x22b model into Llama Index for Fireworks (#12970) ### `llama-index-llms-openai` \[0.1.16] - Fix AsyncOpenAI “RuntimeError: Event loop is closed bug” when instances of AsyncOpenAI are rapidly created & destroyed (#12946) - Don’t retry on all OpenAI APIStatusError exceptions - just InternalServerError (#12947) ### `llama-index-llms-watsonx` \[0.1.7] - Updated IBM watsonx foundation models (#12973) ### `llama-index-packs-code-hierarchy` \[0.1.6] - Return the parent node if the query node is not present (#12983) - fixed bug when function is defined twice (#12941) ### `llama-index-program-openai` \[0.1.6] - dding support for streaming partial instances of Pydantic output class in OpenAIPydanticProgram (#13021) ### `llama-index-readers-openapi` \[0.1.0] - add reader for openapi files (#12998) ### `llama-index-readers-slack` \[0.1.4] - Avoid infinite loop when not handled exception is raised (#12963) ### `llama-index-readers-web` \[0.1.10] - Improve whole site reader to remove duplicate links (#12977) ### `llama-index-retrievers-bedrock` \[0.1.1] - Fix Bedrock KB retriever to use query bundle (#12910) ### `llama-index-vector-stores-awsdocdb` \[0.1.0] - Integrating AWS DocumentDB as a vector storage method (#12217) ### `llama-index-vector-stores-databricks` \[0.1.2] - Fix databricks vector search metadata (#12999) ### `llama-index-vector-stores-neo4j` \[0.1.4] - Neo4j metadata filtering support (#12923) ### `llama-index-vector-stores-pinecone` \[0.1.5] - Fix error querying PineconeVectorStore using sparse query mode (#12967) ### `llama-index-vector-stores-qdrant` \[0.2.5] - Many fixes for async and checking if collection exists (#12916) ### `llama-index-vector-stores-weaviate` \[0.1.5] - Adds the index deletion functionality to the WeviateVectoreStore (#12993) ## \[2024-04-17] ### `llama-index-core` \[0.10.30] - Add intermediate outputs to QueryPipeline (#12683) - Fix show progress causing results to be out of order (#12897) - add OR filter condition support to simple vector store (#12823) - improved custom agent init (#12824) - fix pipeline load without docstore (#12808) - Use async `_aprocess_actions` in `_arun_step_stream` (#12846) - provide the exception to the StreamChatErrorEvent (#12879) - fix bug in load and search tool spec (#12902) ### `llama-index-embeddings-azure-opena` \[0.1.7] - Expose azure\_ad\_token\_provider argument to support token expiration (#12818) ### `llama-index-embeddings-cohere` \[0.1.8] - Add httpx\_async\_client option (#12896) ### `llama-index-embeddings-ipex-llm` \[0.1.0] - add ipex-llm embedding integration (#12740) ### `llama-index-embeddings-octoai` \[0.1.0] - add octoai embeddings (#12857) ### `llama-index-llms-azure-openai` \[0.1.6] - Expose azure\_ad\_token\_provider argument to support token expiration (#12818) ### `llama-index-llms-ipex-llm` \[0.1.2] - add support for loading “low-bit format” model to IpexLLM integration (#12785) ### `llama-index-llms-mistralai` \[0.1.11] - support `open-mixtral-8x22b` (#12894) ### `llama-index-packs-agents-lats` \[0.1.0] - added LATS agent pack (#12735) ### `llama-index-readers-smart-pdf-loader` \[0.1.4] - Use passed in metadata for documents (#12844) ### `llama-index-readers-web` \[0.1.9] - added Firecrawl Web Loader (#12825) ### `llama-index-vector-stores-milvus` \[0.1.10] - use batch insertions into Milvus vector store (#12837) ### `llama-index-vector-stores-vearch` \[0.1.0] - add vearch to vector stores (#10972) ## \[2024-04-13] ### `llama-index-core` \[0.10.29] - **BREAKING** Moved `PandasQueryEngine` and `PandasInstruction` parser to `llama-index-experimental` (#12419) - new install: `pip install -U llama-index-experimental` - new import: `from llama_index.experimental.query_engine import PandasQueryEngine` - Fixed some core dependencies to make python3.12 work nicely (#12762) - update async utils `run_jobs()` to include tqdm description (#12812) - Refactor kvdocstore delete methods (#12681) ### `llama-index-llms-bedrock` \[0.1.6] - Support for Mistral Large from Bedrock (#12804) ### `llama-index-llms-openvino` \[0.1.0] - Added OpenVino LLMs (#12639) ### `llama-index-llms-predibase` \[0.1.4] - Update LlamaIndex-Predibase Integration to latest API (#12736) - Enable choice of either Predibase-hosted or HuggingFace-hosted fine-tuned adapters in LlamaIndex-Predibase integration (#12789) ### `llama-index-output-parsers-guardrails` \[0.1.3] - Modernize GuardrailsOutputParser (#12676) ### `llama-index-packs-agents-coa` \[0.1.0] - Chain-of-Abstraction Agent Pack (#12757) ### `llama-index-packs-code-hierarchy` \[0.1.3] - Fixed issue with chunking multi-byte characters (#12715) ### `llama-index-packs-raft-dataset` \[0.1.4] - Fix bug in raft dataset generator - multiple system prompts (#12751) ### `llama-index-postprocessor-openvino-rerank` \[0.1.2] - Add openvino rerank support (#12688) ### `llama-index-readers-file` \[0.1.18] - convert to Path in docx reader if input path str (#12807) - make pip check work for optional pdf packages (#12758) ### `llama-index-readers-s3` \[0.1.7] - wrong doc id when using default s3 endpoint in S3Reader (#12803) ### `llama-index-retrievers-bedrock` \[0.1.0] - Add Amazon Bedrock knowledge base integration as retriever (#12737) ### `llama-index-retrievers-mongodb-atlas-bm25-retriever` \[0.1.3] - Add mongodb atlas bm25 retriever (#12519) ### `llama-index-storage-chat-store-redis` \[0.1.3] - fix message serialization in redis chat store (#12802) ### `llama-index-vector-stores-astra-db` \[0.1.6] - Relax dependency version to accept astrapy `1.*` (#12792) ### `llama-index-vector-stores-couchbase` \[0.1.0] - Add support for Couchbase as a Vector Store (#12680) ### `llama-index-vector-stores-elasticsearch` \[0.1.7] - Fix elasticsearch hybrid rrf window\_size (#12695) ### `llama-index-vector-stores-milvus` \[0.1.8] - Added support to retrieve metadata fields from milvus (#12626) ### `llama-index-vector-stores-redis` \[0.2.0] - Modernize redis vector store, use redisvl (#12386) ### `llama-index-vector-stores-qdrant` \[0.2.0] - refactor: Switch default Qdrant sparse encoder (#12512) ## \[2024-04-09] ### `llama-index-core` \[0.10.28] - Support indented code block fences in markdown node parser (#12393) - Pass in output parser to guideline evaluator (#12646) - Added example of query pipeline + memory (#12654) - Add missing node postprocessor in CondensePlusContextChatEngine async mode (#12663) - Added `return_direct` option to tools /tool metadata (#12587) - Add retry for batch eval runner (#12647) - Thread-safe instrumentation (#12638) - Coroutine-safe instrumentation Spans #12589 - Add in-memory loading for non-default filesystems in PDFReader (#12659) - Remove redundant tokenizer call in sentence splitter (#12655) - Add SynthesizeComponent import to shortcut imports (#12655) - Improved truncation in SimpleSummarize (#12655) - adding err handling in eval\_utils default\_parser for correctness (#12624) - Add async\_postprocess\_nodes at RankGPT Postprocessor Nodes (#12620) - Fix MarkdownNodeParser ref\_doc\_id (#12615) ### `llama-index-embeddings-openvino` \[0.1.5] - Added initial support for openvino embeddings (#12643) ### `llama-index-llms-anthropic` \[0.1.9] - add anthropic tool calling (#12591) ### `llama-index-llms-ipex-llm` \[0.1.1] - add ipex-llm integration (#12322) - add more data types support to ipex-llm llm integration (#12635) ### `llama-index-llms-openllm` \[0.1.4] - Proper PrivateAttr usage in OpenLLM (#12655) ### `llama-index-multi-modal-llms-anthropic` \[0.1.4] - Bumped anthropic dep version (#12655) ### `llama-index-multi-modal-llms-gemini` \[0.1.5] - bump generativeai dep (#12645) ### `llama-index-packs-dense-x-retrieval` \[0.1.4] - Add streaming support for DenseXRetrievalPack (#12607) ### `llama-index-readers-mongodb` \[0.1.4] - Improve efficiency of MongoDB reader (#12664) ### `llama-index-readers-wikipedia` \[0.1.4] - Added multilingual support for the Wikipedia reader (#12616) ### `llama-index-storage-index-store-elasticsearch` \[0.1.3] - remove invalid chars from default collection name (#12672) ### `llama-index-vector-stores-milvus` \[0.1.8] - Added support to retrieve metadata fields from milvus (#12626) - Bug fix - Similarity metric is always IP for MilvusVectorStore (#12611) ## \[2024-04-04] ### `llama-index-agent-openai` \[0.2.2] - Update imports for message thread typing (#12437) ### `llama-index-core` \[0.10.27] - Fix for pydantic query engine outputs being blank (#12469) - Add span\_id attribute to Events (instrumentation) (#12417) - Fix RedisDocstore node retrieval from docs property (#12324) - Add node-postprocessors to retriever\_tool (#12415) - FLAREInstructQueryEngine : delegating retriever api if the query engine supports it (#12503) - Make chat message to dict safer (#12526) - fix check in batch eval runner for multi-kwargs (#12563) - Fixes agent\_react\_multimodal\_step.py bug with partial args (#12566) ### `llama-index-embeddings-clip` \[0.1.5] - Added support to load clip model from local file path (#12577) ### `llama-index-embeddings-cloudflar-workersai` \[0.1.0] - text embedding integration: Cloudflare Workers AI (#12446) ### `llama-index-embeddings-voyageai` \[0.1.4] - Fix pydantic issue in class definition (#12469) ### `llama-index-finetuning` \[0.1.5] - Small typo fix in QA generation prompt (#12470) ### `llama-index-graph-stores-falkordb` \[0.1.3] - Replace redis driver with FalkorDB driver (#12434) ### `llama-index-llms-anthropic` \[0.1.8] - Add ability to pass custom HTTP headers to Anthropic client (#12558) ### `llama-index-llms-cohere` \[0.1.6] - Add support for Cohere Command R+ model (#12581) ### `llama-index-llms-databricks` \[0.1.0] - Integrations with Databricks LLM API (#12432) ### `llama-index-llms-watsonx` \[0.1.6] - Updated Watsonx foundation models (#12493) - Updated base model name on watsonx integration #12491 ### `lama-index-postprocessor-rankllm-rerank` \[0.1.2] - Add RankGPT support inside RankLLM (#12475) ### `llama-index-readers-microsoft-sharepoint` \[0.1.7] - Use recursive strategy by default for SharePoint (#12557) ### `llama-index-readers-web` \[0.1.8] - Readability web page reader fix playwright async api bug (#12520) ### `llama-index-vector-stores-kdbai` \[0.1.5] - small `to_list` fix (#12515) ### `llama-index-vector-stores-neptune` \[0.1.0] - Add support for Neptune Analytics as a Vector Store (#12423) ### `llama-index-vector-stores-postgres` \[0.1.5] - fix(postgres): numeric metadata filters (#12583) ## \[2024-03-31] ### `llama-index-core` \[0.10.26] - pass proper query bundle in QueryFusionRetriever (#12387) - Update llama\_parse\_json\_element.py to fix error on lists (#12402) - Add node postprocessors to retriever tool (#12415) - Fix bug where user specified llm is not respected in fallback logic in element node parsers(#12403) - log proper LLM response key for async callback manager events (#12421) - Deduplicate the two built-in react system prompts; Also make it read from a Markdown file (#12307) - fix bug in BatchEvalRunner for multi-evaluator eval\_kwargs\_lists (#12418) - add the callback manager event for vector store index insert\_nodes (#12443) - fixes an issue with serializing chat messages into chat stores when they contain pydantic API objects (#12394) - fixes an issue with slow memory.get() operation (caused by multiple calls to get\_all()) (#12394) - fixes an issue where an agent+tool message pair is cut from the memory (#12394) - Added `FnNodeMapping` for object index (#12391) - Make object mapping optional / hidden for object index (#12391) - Make object index easier to create from existing vector db (#12391) - When LLM failed to follow the react response template, tell it so #12300 ### `llama-index-embeddings-cohere` \[0.1.5] - Bump cohere version to 5.1.1 (#12279) ### `llama-index-embeddings-itrex` \[0.1.0] - add Intel Extension for Transformers embedding model (#12410) ### `llama-index-graph-stores-neo4j` \[0.1.4] - make neo4j query insensitive (#12337) ### `llama-index-llms-cohere` \[0.1.5] - Bump cohere version to 5.1.1 (#12279) ### `llama-index-llms-ipex-llm` \[0.1.0] - add ipex-llm integration (#12322) ### `llama-index-llms-litellm` \[0.1.4] - Fix litellm ChatMessage role validation error (#12449) ### `llama-index-llms-openai` \[0.1.14] - Use `FunctionCallingLLM` base class in OpenAI (#12227) ### `llama-index-packs-self-rag` \[0.1.4] - Fix llama-index-core dep (#12374) ### `llama-index-postprocessor-cohere-rerank` \[0.1.4] - Bump cohere version to 5.1.1 (#12279) ### `llama-index-postprocessor-rankllm-rerank` \[0.1.1] - Added RankLLM rerank (#12296) - RankLLM fixes (#12399) ### `llama-index-readers-papers` \[0.1.4] - Fixed bug with path names (#12366) ### `llama-index-vector-stores-analyticdb` \[0.1.1] - Add AnalyticDB VectorStore (#12230) ### `llama-index-vector-stores-kdbai` \[0.1.4] - Fixed typo in imports/readme (#12370) ### `llama-index-vector-stores-qdrant` \[0.1.5] - add `in` filter operator for qdrant (#12376) ## \[2024-03-27] ### `llama-index-core` \[0.10.25] - Add score to NodeWithScore in KnowledgeGraphQueryEngine (#12326) - Batch eval runner fixes (#12302) ### `llama-index-embeddings-cohere` \[0.1.5] - Added support for binary / quantized embeddings (#12321) ### `llama-index-llms-mistralai` \[0.1.10] - add support for custom endpoints to MistralAI (#12328) ### `llama-index-storage-kvstore-redis` \[0.1.3] - Fix RedisDocstore node retrieval from docs property (#12324) ## \[2024-03-26] ### `llama-index-core` \[0.10.24] - pretty prints in `LlamaDebugHandler` (#12216) - stricter interpreter constraints on pandas query engine (#12278) - PandasQueryEngine can now execute ‘pd.\*’ functions (#12240) - delete proper metadata in docstore delete function (#12276) - improved openai agent parsing function hook (#12062) - add raise\_on\_error flag for SimpleDirectoryReader (#12263) - remove un-caught openai import in core (#12262) - Fix download\_llama\_dataset and download\_llama\_pack (#12273) - Implement EvalQueryEngineTool (#11679) - Expand instrumenation Span coverage for AgentRunner (#12249) - Adding concept of function calling agent/llm (mistral supported for now) (#12222, ) ### `llama-index-embeddings-huggingface` \[0.2.0] - Use `sentence-transformers` as a backend (#12277) ### `llama-index-postprocessor-voyageai-rerank` \[0.1.0] - Added voyageai as a reranker (#12111) ### `llama-index-readers-gcs` \[0.1.0] - Added google cloud storage reader (#12259) ### `llama-index-readers-google` \[0.2.1] - Support for different drives (#12146) - Remove unnecessary PyDrive dependency from Google Drive Reader (#12257) ### `llama-index-readers-readme` \[0.1.0] - added readme.com reader (#12246) ### `llama-index-packs-raft` \[0.1.3] - added pack for RAFT (#12275) ## \[2024-03-23] ### `llama-index-core` \[0.10.23] - Added `(a)predict_and_call()` function to base LLM class + openai + mistralai (#12188) - fixed bug with `wait()` in async agent streaming (#12187) ### `llama-index-embeddings-alephalpha` \[0.1.0] - Added alephalpha embeddings (#12149) ### `llama-index-llms-alephalpha` \[0.1.0] - Added alephalpha LLM (#12149) ### `llama-index-llms-openai` \[0.1.7] - fixed bug with `wait()` in async agent streaming (#12187) ### `llama-index-readers-docugami` \[0.1.4] - fixed import errors in docugami reader (#12154) ### `llama-index-readers-file` \[0.1.12] - fix PDFReader for remote fs (#12186) ## \[2024-03-21] ### `llama-index-core` \[0.10.22] - Updated docs backend from sphinx to mkdocs, added ALL api reference, some light re-org, better search (#11301) - Added async loading to `BaseReader` class (although its fake async for now) (#12156) - Fix path implementation for non-local FS in `SimpleDirectoryReader` (#12141) - add args/kwargs to spans, payloads for retrieval events, in instrumentation (#12147) - \[react agent] Upon exception, say so, so that Agent can correct itself (#12137) ### `llama-index-embeddings-together` \[0.1.3] - Added rate limit handling (#12127) ### `llama-index-graph-stores-neptune` \[0.1.3] - Add Amazon Neptune Support as Graph Store (#12097) ### `llama-index-llms-vllm` \[0.1.7] - fix VllmServer to work without CUDA-required vllm core (#12003) ### `llama-index-readers-s3` \[0.1.4] - Use S3FS in S3Reader (#12061) ### `llama-index-storage-docstore-postgres` \[0.1.3] - Added proper kvstore dep (#12157) ### `llama-index-storage-index-store-postgres` \[0.1.3] - Added proper kvstore dep (#12157) ### `llama-index-vector-stores-elasticsearch` \[0.1.6] - fix unclosed session in es add function #12135 ### `llama-index-vector-stores-kdbai` \[0.1.3] - Add support for `KDBAIVectorStore` (#11967) ## \[2024-03-20] ### `llama-index-core` \[0.10.21] - Lazy init for async elements StreamingAgentChatResponse (#12116) - Fix streaming generators get bug by SynthesisEndEvent (#12092) - CLIP embedding more models (#12063) ### `llama-index-packs-raptor` \[0.1.3] - Add `num_workers` to summary module (#) ### `llama-index-readers-telegram` \[0.1.5] - Fix datetime fields (#12112) - Add ability to select time period of posts/messages (#12078) ### `llama-index-embeddings-openai` \[0.1.7] - Add api version/base api as optional for open ai embedding (#12091) ### `llama-index-networks` \[0.2.1] - Add node postprocessing to network retriever (#12027) - Add privacy-safe networks demo (#12027) ### `llama-index-callbacks-langfuse` \[0.1.3] - Chore: bumps min version of langfuse dep (#12077) ### `llama-index-embeddings-google` \[0.1.4] - Chore: bumps google-generativeai dep (#12085) ### `llama-index-embeddings-gemini` \[0.1.5] - Chore: bumps google-generativeai dep (#12085) ### `llama-index-llms-gemini` \[0.1.6] - Chore: bumps google-generativeai dep (#12085) ### `llama-index-llms-palm` \[0.1.4] - Chore: bumps google-generativeai dep (#12085) ### `llama-index-multi-modal-llms-google` \[0.1.4] - Chore: bumps google-generativeai dep (#12085) ### `llama-index-vector-stores-google` \[0.1.5] - Chore: bumps google-generativeai dep (#12085) ### `llama-index-storage-kvstore-elasticsearch` \[0.1.0] - New integration (#12068) ### `llama-index-readers-google` \[0.1.7] - Fix - Google Drive Issue of not loading same name files (#12022) ### `llama-index-vector-stores-upstash` \[0.1.3] - Adding Metadata Filtering support for UpstashVectorStore (#12054) ### `llama-index-packs-raptor` \[0.1.2] - Fix: prevent RaptorPack infinite recursion (#12008) ### `llama-index-embeddings-huggingface-optimum` \[0.1.4] - Fix(OptimumEmbedding): removing token\_type\_ids causing ONNX validation issues ### `llama-index-llms-anthropic` \[0.1.7] - Fix: Anthropic LLM merge consecutive messages with same role (#12013) ### `llama-index-packs-diff-private-simple-dataset` \[0.1.0] - DiffPrivacy ICL Pack - OpenAI Completion LLMs (#11881) ### `llama-index-cli` \[0.1.11] - Remove llama\_hub\_url keyword from download\_llama\_dataset of command (#12038) ## \[2024-03-14] ### `llama-index-core` \[0.10.20] - New `instrumentation` module for observability (#11831) - Allow passing in LLM for `CitationQueryEngine` (#11914) - Updated keyval docstore to allow changing suffix in addition to namespace (#11873) - Add (some) async streaming support to query\_engine #11949 ### `llama-index-embeddings-dashscope` \[0.1.3] - Fixed embedding type for query texts (#11901) ### `llama-index-embeddings-premai` \[0.1.3] - Support for premai embeddings (#11954) ### `llama-index-networks` \[0.2.0] - Added support for network retrievers (#11800) ### `llama-index-llms-anthropic` \[0.1.6] - Added support for haiku (#11916) ### `llama-index-llms-mistralai` \[0.1.6] - Fixed import error for ChatMessage (#11902) ### `llama-index-llms-openai` \[0.1.11] - added gpt-35-turbo-0125 for AZURE\_TURBO\_MODELS (#11956) - fixed error with nontype in logprobs (#11967) ### `llama-index-llms-premai` \[0.1.4] - Support for premai llm (#11954) ### `llama-index-llms-solar` \[0.1.3] - Support for solar as an LLM class (#11710) ### `llama-index-llms-vertex` \[0.1.5] - Add support for medlm in vertex (#11911) ### `llama-index-readers-goolge` \[0.1.6] - added README files and query string for google drive reader (#11724) ### `llama-index-readers-file` \[0.1.11] - Updated ImageReader to add `plain_text` option to trigger pytesseract (#11913) ### `llama-index-readers-pathway` \[0.1.3] - use pure requests to reduce deps, simplify code (#11924) ### `llama-index-retrievers-pathway` \[0.1.3] - use pure requests to reduce deps, simplify code (#11924) ### `llama-index-storage-docstore-mongodb` \[0.1.3] - Allow changing suffix for mongodb docstore (#11873) ### `llama-index-vector-stores-databricks` \[0.1.1] - Support for databricks vector search as a vector store (#10754) ### `llama-index-vector-stores-opensearch` \[0.1.8] - (re)implement proper delete (#11959) ### `llama-index-vector-stores-postgres` \[0.1.4] - Fixes for IN filters and OR text search (#11872, #11927) ## \[2024-03-12] ### `llama-index-cli` \[0.1.9] - Removed chroma as a bundled dep to reduce `llama-index` deps ### `llama-index-core` \[0.10.19] - Introduce retries for rate limits in `OpenAI` llm class (#11867) - Added table comments to SQL table schemas in `SQLDatabase` (#11774) - Added `LogProb` type to `ChatResponse` object (#11795) - Introduced `LabelledSimpleDataset` (#11805) - Fixed insert `IndexNode` objects with unserializable objects (#11836) - Fixed stream chat type error when writing response to history in `CondenseQuestionChatEngine` (#11856) - Improve post-processing for json query engine (#11862) ### `llama-index-embeddings-cohere` \[0.1.4] - Fixed async kwarg error (#11822) ### `llama-index-embeddings-dashscope` \[0.1.2] - Fixed pydantic import (#11765) ### `llama-index-graph-stores-neo4j` \[0.1.3] - Properly close connection after verifying connectivity (#11821) ### `llama-index-llms-cohere` \[0.1.3] - Add support for new `command-r` model (#11852) ### `llama-index-llms-huggingface` \[0.1.4] - Fixed streaming decoding with special tokens (#11807) ### `llama-index-llms-mistralai` \[0.1.5] - Added support for latest and open models (#11792) ### `llama-index-tools-finance` \[0.1.1] - Fixed small bug when passing in the API get for stock news (#11772) ### `llama-index-vector-stores-chroma` \[0.1.6] - Slimmed down chroma deps (#11775) ### `llama-index-vector-stores-lancedb` \[0.1.3] - Fixes for deleting (#11825) ### `llama-index-vector-stores-postgres` \[0.1.3] - Support for nested metadata filters (#11778) ## \[2024-03-07] ### `llama-index-callbacks-deepeval` \[0.1.3] - Update import path for callback handler (#11754) ### `llama-index-core` \[0.10.18] - Ensure `LoadAndSearchToolSpec` loads document objects (#11733) - Fixed bug for no nodes in `QueryFusionRetriever` (#11759) - Allow using different runtime kwargs for different evaluators in `BatchEvalRunner` (#11727) - Fixed issues with fsspec + `SimpleDirectoryReader` (#11665) - Remove `asyncio.run()` requirement from guideline evaluator (#11719) ### `llama-index-embeddings-voyageai` \[0.1.3] - Update voyage embeddings to use proper clients (#11721) ### `llama-index-indices-managed-vectara` \[0.1.3] - Fixed issues with vectara query engine in non-summary mode (#11668) ### `llama-index-llms-mymagic` \[0.1.5] - Add `return_output` option for json output with query and response (#11761) ### `llama-index-packs-code-hierarchy` \[0.1.0] - Added support for a `CodeHiearchyAgentPack` that allows for agentic traversal of a codebase (#10671) ### `llama-index-packs-cohere-citation-chat` \[0.1.3] - Added a new llama-pack for citations + chat with cohere (#11697) ### `llama-index-vector-stores-milvus` \[0.1.6] - Prevent forced `flush()` on document add (#11734) ### `llama-index-vector-stores-opensearch` \[0.1.7] - Small typo in metadata column name (#11751) ### `llama-index-vector-stores-tidbvector` \[0.1.0] - Initial support for TiDB vector store (#11635) ### `llama-index-vector-stores-weaviate` \[0.1.4] - Small fix for `int` fields in metadata filters (#11742) ## \[2024-03-06] New format! Going to try out reporting changes per package. ### `llama-index-cli` \[0.1.8] - Update mappings for `upgrade` command (#11699) ### `llama-index-core` \[0.10.17] - add `relative_score` and `dist_based_score` to `QueryFusionRetriever` (#11667) - check for `none` in async agent queue (#11669) - allow refine template for `BaseSQLTableQueryEngine` (#11378) - update mappings for llama-packs (#11699) - fixed index error for extracting rel texts in KG index (#11695) - return proper response types from synthesizer when no nodes (#11701) - Inherit metadata to summaries in DocumentSummaryIndex (#11671) - Inherit callback manager in sql query engines (#11662) - Fixed bug with agent streaming not being written to chat history (#11675) - Fixed a small bug with `none` deltas when streaming a function call with an agent (#11713) ### `llama-index-multi-modal-llms-anthropic` \[0.1.2] - Added support for new multi-modal models `haiku` and `sonnet` (#11656) ### `llama-index-packs-finchat` \[0.1.0] - Added a new llama-pack for hierarchical agents + finance chat (#11387) ### `llama-index-readers-file` \[0.1.8] - Added support for checking if NLTK files are already downloaded (#11676) ### `llama-index-readers-json` \[0.1.4] - Use the metadata passed in when creating documents (#11626) ### `llama-index-vector-stores-astra-db` \[0.1.4] - Update wording in warning message (#11702) ### `llama-index-vector-stores-opensearch` \[0.1.7] - Avoid calling `nest_asyncio.apply()` in code to avoid confusing errors for users (#11707) ### `llama-index-vector-stores-qdrant` \[0.1.4] - Catch RPC errors (#11657) ## \[0.10.16] - 2024-03-05 ### New Features - Anthropic support for new models (#11623, #11612) - Easier creation of chat prompts (#11583) - Added a raptor retriever llama-pack (#11527) - Improve batch cohere embeddings through bedrock (#11572) - Added support for vertex AI embeddings (#11561) ### Bug Fixes / Nits - Ensure order in async embeddings generation (#11562) - Fixed empty metadata for csv reader (#11563) - Serializable fix for composable retrievers (#11617) - Fixed milvus metadata filter support (#11566) - FIxed pydantic import in clickhouse vector store (#11631) - Fixed system prompts for gemini/vertext-gemini (#11511) ## \[0.10.15] - 2024-03-01 ### New Features - Added FeishuWikiReader (#11491) - Added videodb retriever integration (#11463) - Added async to opensearch vector store (#11513) - New LangFuse one-click callback handler (#11324) ### Bug Fixes / Nits - Fixed deadlock issue with async chat streaming (#11548) - Improved hidden file check in SimpleDirectoryReader (#11496) - Fixed null values in document metadata when using SimpleDirectoryReader (#11501) - Fix for sqlite utils in jsonalyze query engine (#11519) - Added base url and timeout to ollama multimodal LLM (#11526) - Updated duplicate handling in query fusion retriever (#11542) - Fixed bug in kg indexx struct updating (#11475) ## \[0.10.14] - 2024-02-28 ### New Features - Released llama-index-networks (#11413) - Jina reranker (#11291) - Added DuckDuckGo agent search tool (#11386) - helper functions for chatml (#10272) - added brave search tool for agents (#11468) - Added Friendli LLM integration (#11384) - metadata only queries for chromadb (#11328) ### Bug Fixes / Nits - Fixed inheriting llm callback in synthesizers (#11404) - Catch delete error in milvus (#11315) - Fixed pinecone kwargs issue (#11422) - Supabase metadata filtering fix (#11428) - api base fix in gemini embeddings (#11393) - fix elasticsearch vector store await (#11438) - vllm server cuda fix (#11442) - fix for passing LLM to context chat engine (#11444) - set input types for cohere embeddings (#11288) - default value for azure ad token (#10377) - added back prompt mixin for react agent (#10610) - fixed system roles for gemini (#11481) - fixed mean agg pooling returning numpy float values (#11458) - improved json path parsing for JSONQueryEngine (#9097) ## \[0.10.13] - 2024-02-26 ### New Features - Added a llama-pack for KodaRetriever, for on-the-fly alpha tuning (#11311) - Added support for `mistral-large` (#11398) - Last token pooling mode for huggingface embeddings models like SFR-Embedding-Mistral (#11373) - Added fsspec support to SimpleDirectoryReader (#11303) ### Bug Fixes / Nits - Fixed an issue with context window + prompt helper (#11379) - Moved OpenSearch vector store to BasePydanticVectorStore (#11400) - Fixed function calling in fireworks LLM (#11363) - Made cohere embedding types more automatic (#11288) - Improve function calling in react agent (#11280) - Fixed MockLLM imports (#11376) ## \[0.10.12] - 2024-02-22 ### New Features - Added `llama-index-postprocessor-colbert-rerank` package (#11057) - `MyMagicAI` LLM (#11263) - `MariaTalk` LLM (#10925) - Add retries to github reader (#10980) - Added FireworksAI embedding and LLM modules (#10959) ### Bug Fixes / Nits - Fixed string formatting in weaviate (#11294) - Fixed off-by-one error in semantic splitter (#11295) - Fixed `download_llama_pack` for multiple files (#11272) - Removed `BUILD` files from packages (#11267) - Loosened python version reqs for all packages (#11267) - Fixed args issue with chromadb (#11104) ## \[0.10.11] - 2024-02-21 ### Bug Fixes / Nits - Fixed multi-modal LLM for async acomplete (#11064) - Fixed issue with llamaindex-cli imports (#11068) ## \[0.10.10] - 2024-02-20 I’m still a bit wonky with our publishing process — apologies. This is just a version bump to ensure the changes that were supposed to happen in 0.10.9 actually did get published. (AF) ## \[0.10.9] - 2024-02-20 - add llama-index-cli dependency ## \[0.10.7] - 2024-02-19 ### New Features - Added Self-Discover llamapack (#10951) ### Bug Fixes / Nits - Fixed linting in CICD (#10945) - Fixed using remote graph stores (#10971) - Added missing LLM kwarg in NoText response synthesizer (#10971) - Fixed openai import in rankgpt (#10971) - Fixed resolving model name to string in openai embeddings (#10971) - Off by one error in sentence window node parser (#10971) ## \[0.10.6] - 2024-02-17 First, apologies for missing the changelog the last few versions. Trying to figure out the best process with 400+ packages. At some point, each package will have a dedicated changelog. But for now, onto the “master” changelog. ### New Features - Added `NomicHFEmbedding` (#10762) - Added `MinioReader` (#10744) ### Bug Fixes / Nits - Various fixes for clickhouse vector store (#10799) - Fix index name in neo4j vector store (#10749) - Fixes to sagemaker embeddings (#10778) - Fixed performance issues when splitting nodes (#10766) - Fix non-float values in reranker + b25 (#10930) - OpenAI-agent should be a dep of openai program (#10930) - Add missing shortcut imports for query pipeline components (#10930) - Fix NLTK and tiktoken not being bundled properly with core (#10930) - Add back `llama_index.core.__version__` (#10930) ## \[0.10.3] - 2024-02-13 ### Bug Fixes / Nits - Fixed passing in LLM to `as_chat_engine` (#10605) - Fixed system prompt formatting for anthropic (#10603) - Fixed elasticsearch vector store error on `__version__` (#10656) - Fixed import on openai pydantic program (#10657) - Added client back to opensearch vector store exports (#10660) - Fixed bug in SimpleDirectoryReader not using file loaders properly (#10655) - Added lazy LLM initialization to RankGPT (#10648) - Fixed bedrock embedding `from_credentials` passing ing the model name (#10640) - Added back recent changes to TelegramReader (#10625) ## \[0.10.0, 0.10.1] - 2024-02-12 ### Breaking Changes - Several changes are introduced. See the [full blog post](https://blog.llamaindex.ai/llamaindex-v0-10-838e735948f8) for complete details. ## \[0.9.48] - 2024-02-12 ### Bug Fixes / Nits - Add back deprecated API for BedrockEmbdding (#10581) ## \[0.9.47] - 2024-02-11 Last patch before v0.10! ### New Features - add conditional links to query pipeline (#10520) - refactor conditional links + add to cookbook (#10544) - agent + query pipeline cleanups (#10563) ### Bug Fixes / Nits - Add sleep to fix lag in chat stream (#10339) - OllamaMultiModal kwargs (#10541) - Update Ingestion Pipeline to handle empty documents (#10543) - Fixing minor spelling error (#10516) - fix elasticsearch async check (#10549) - Docs/update slack demo colab (#10534) - Adding the possibility to use the IN operator for PGVectorStore (#10547) - fix agent reset (#10562) - Fix MD duplicated Node id from multiple docs (#10564) ## \[0.9.46] - 2024-02-08 ### New Features - Update pooling strategy for embedding models (#10536) - Add Multimodal Video RAG example (#10530) - Add SECURITY.md (#10531) - Move agent module guide up one-level (#10519) ### Bug Fixes / Nits - Deeplake fixes (#10529) - Add Cohere section for llamaindex (#10523) - Fix md element (#10510) ## \[0.9.45.post1] - 2024-02-07 ### New Features - Upgraded deeplake vector database to use BasePydanticVectorStore (#10504) ### Bug Fixes / Nits - Fix MD parser for inconsistency tables (#10488) - Fix ImportError for pypdf in MetadataExtractionSEC.ipynb (#10491) ## \[0.9.45] - 2024-02-07 ### New Features - Refactor: add AgentRunner.from\_llm method (#10452) - Support custom prompt formatting for non-chat LLMS (#10466) - Bump cryptography from 41.0.7 to 42.0.0 (#10467) - Add persist and load method for Colbert Index (#10477) - Allow custom agent to take in user inputs (#10450) ### Bug Fixes / Nits - remove exporter from arize-phoenix global callback handler (#10465) - Fixing Dashscope qwen llm bug (#10471) - Fix: calling AWS Bedrock models (#10443) - Update Azure AI Search (fka Azure Cognitive Search) vector store integration to latest client SDK 11.4.0 stable + updating jupyter notebook sample (#10416) - fix some imports (#10485) ## \[0.9.44] - 2024-02-05 ### New Features - ollama vision cookbook (#10438) - Support Gemini “transport” configuration (#10457) - Add Upstash Vector (#10451) ## \[0.9.43] - 2024-02-03 ### New Features - Add multi-modal ollama (#10434) ### Bug Fixes / Nits - update base class for astradb (#10435) ## \[0.9.42.post1] - 2024-02-02 ### New Features - Add Async support for Base nodes parser (#10418) ## \[0.9.42] - 2024-02-02 ### New Features - Add support for `gpt-3.5-turbo-0125` (#10412) - Added `create-llama` support to rag cli (#10405) ### Bug Fixes / Nits - Fixed minor bugs in lance-db vector store (#10404) - Fixed streaming bug in ollama (#10407) ## \[0.9.41] - 2024-02-01 ### New Features - Nomic Embedding (#10388) - Dashvector support sparse vector (#10386) - Table QA with MarkDownParser and Benchmarking (#10382) - Simple web page reader (#10395) ### Bug Fixes / Nits - fix full node content in KeywordExtractor (#10398) ## \[0.9.40] - 2024-01-30 ### New Features - Improve and fix bugs for MarkdownElementNodeParser (#10340) - Fixed and improve Perplexity support for new models (#10319) - Ensure system\_prompt is passed to Perplexity LLM (#10326) - Extended BaseRetrievalEvaluator to include an optional PostProcessor (#10321) ## \[0.9.39] - 2024-01-26 ### New Features - Support for new GPT Turbo Models (#10291) - Support Multiple docs for Sentence Transformer Fine tuning(#10297) ### Bug Fixes / Nits - Marvin imports fixed (#9864) ## \[0.9.38] - 2024-01-25 ### New Features - Support for new OpenAI v3 embedding models (#10279) ### Bug Fixes / Nits - Extra checks on sparse embeddings for qdrant (#10275) ## \[0.9.37] - 2024-01-24 ### New Features - Added a RAG CLI utility (#10193) - Added a textai vector store (#10240) - Added a Postgresql based docstore and index store (#10233) - specify tool spec in tool specs (#10263) ### Bug Fixes / Nits - Fixed serialization error in ollama chat (#10230) - Added missing fields to `SentenceTransformerRerank` (#10225) - Fixed title extraction (#10209, #10226) - nit: make chainable output parser more exposed in library/docs (#10262) - :bug: summary index not carrying over excluded metadata keys (#10259) ## \[0.9.36] - 2024-01-23 ### New Features - Added support for `SageMakerEmbedding` (#10207) ### Bug Fixes / Nits - Fix duplicated `file_id` on openai assistant (#10223) - Fix circular dependencies for programs (#10222) - Run `TitleExtractor` on groups of nodes from the same parent document (#10209) - Improve vectara auto-retrieval (#10195) ## \[0.9.35] - 2024-01-22 ### New Features - `beautifulsoup4` dependency to new optional extra `html` (#10156) - make `BaseNode.hash` an `@property` (#10163) - Neutrino (#10150) - feat: JSONalyze Query Engine (#10067) - \[wip] add custom hybrid retriever notebook (#10164) - add from\_collection method to ChromaVectorStore class (#10167) - CLI experiment v0: ask (#10168) - make react agent prompts more editable (#10154) - Add agent query pipeline (#10180) ### Bug Fixes / Nits - Update supabase vecs metadata filter function to support multiple fields (#10133) - Bugfix/code improvement for LanceDB integration (#10144) - `beautifulsoup4` optional dependency (#10156) - Fix qdrant aquery hybrid search (#10159) - make hash a @property (#10163) - fix: bug on poetry install of llama-index\[postgres] (#10171) - \[doc] update jaguar vector store documentation (#10179) - Remove use of not-launched finish\_message (#10188) - Updates to Lantern vector stores docs (#10192) - fix typo in multi\_document\_agents.ipynb (#10196) ## \[0.9.34] - 2024-01-19 ### New Features - Added SageMakerEndpointLLM (#10140) - Added support for Qdrant filters (#10136) ### Bug Fixes / Nits - Update bedrock utils for Claude 2:1 (#10139) - BugFix: deadlocks using multiprocessing (#10125) ## \[0.9.33] - 2024-01-17 ### New Features - Added RankGPT as a postprocessor (#10054) - Ensure backwards compatibility with new Pinecone client version bifucation (#9995) - Recursive retriever all the things (#10019) ### Bug Fixes / Nits - BugFix: When using markdown element parser on a table containing comma (#9926) - extend auto-retrieval notebook (#10065) - Updated the Attribute name in llm\_generators (#10070) - jaguar vector store add text\_tag to add\_kwargs in add() (#10057) ## \[0.9.32] - 2024-01-16 ### New Features - added query-time row retrieval + fix nits with query pipeline over structured data (#10061) - ReActive Agents w/ Context + updated stale link (#10058) ## \[0.9.31] - 2024-01-15 ### New Features - Added selectors and routers to query pipeline (#9979) - Added sparse-only search to qdrant vector store (#10041) - Added Tonic evaluators (#10000) - Adding async support to firestore docstore (#9983) - Implement mongodb docstore `put_all` method (#10014) ### Bug Fixes / Nits - Properly truncate sql results based on `max_string_length` (#10015) - Fixed `node.resolve_image()` for base64 strings (#10026) - Fixed cohere system prompt role (#10020) - Remove redundant token counting operation in SentenceSplitter (#10053) ## \[0.9.30] - 2024-01-11 ### New Features - Implements a Node Parser using embeddings for Semantic Splitting (#9988) - Add Anyscale Embedding model support (#9470) ### Bug Fixes / Nits - nit: fix pandas get prompt (#10001) - Fix: Token counting bug (#9912) - Bump jinja2 from 3.1.2 to 3.1.3 (#9997) - Fix corner case for qdrant hybrid search (#9993) - Bugfix: sphinx generation errors (#9944) - Fix: `language` used before assignment in `CodeSplitter` (#9987) - fix inconsistent name “text\_parser” in section “Use a Text Splitter… (#9980) - :bug: fixing batch size (#9982) - add auto-async execution to query pipelines (#9967) - :bug: fixing init (#9977) - Parallel Loading with SimpleDirectoryReader (#9965) - do not force delete an index in milvus (#9974) ## \[0.9.29] - 2024-01-10 ### New Features - Added support for together.ai models (#9962) - Added support for batch redis/firestore kvstores, async firestore kvstore (#9827) - Parallelize `IngestionPipeline.run()` (#9920) - Added new query pipeline components: function, argpack, kwargpack (#9952) ### Bug Fixes / Nits - Updated optional langchain imports to avoid warnings (#9964) - Raise an error if empty nodes are embedded (#9953) ## \[0.9.28] - 2024-01-09 ### New Features - Added support for Nvidia TenorRT LLM (#9842) - Allow `tool_choice` to be set during agent construction (#9924) - Added streaming support for `QueryPipeline` (#9919) ### Bug Fixes / Nits - Set consistent doc-ids for llama-index readers (#9923, #9916) - Remove unneeded model inputs for HuggingFaceEmbedding (#9922) - Propagate `tool_choice` flag to downstream APIs (#9901) - Add `chat_store_key` to chat memory `from_defaults()` (#9928) ## \[0.9.27] - 2024-01-08 ### New Features - add query pipeline (#9908) - Feature: Azure Multi Modal (fixes: #9471) (#9843) - add postgres docker (#9906) - Vectara auto\_retriever (#9865) - Redis Chat Store support (#9880) - move more classes to core (#9871) ### Bug Fixes / Nits / Smaller Features - Propagate `tool_choice` flag to downstream APIs (#9901) - filter out negative indexes from faiss query (#9907) - added NE filter for qdrant payloads (#9897) - Fix incorrect id assignment in MyScale query result (#9900) - Qdrant Text Match Filter (#9895) - Fusion top k for hybrid search (#9894) - Fix (#9867) sync\_to\_async to avoid blocking during asynchronous calls (#9869) - A single node passed into compute\_scores returns as a float (#9866) - Remove extra linting steps (#9878) - add vectara links (#9886) ## \[0.9.26] - 2024-01-05 ### New Features - Added a `BaseChatStore` and `SimpleChatStore` abstraction for dedicated chat memory storage (#9863) - Enable custom `tree_sitter` parser to be passed into `CodeSplitter` (#9845) - Created a `BaseAutoRetriever` base class, to allow other retrievers to extend to auto modes (#9846) - Added support for Nvidia Triton LLM (#9488) - Added `DeepEval` one-click observability (#9801) ### Bug Fixes / Nits - Updated the guidance integration to work with the latest version (#9830) - Made text storage optional for doctores/ingestion pipeline (#9847) - Added missing `sphinx-automodapi` dependency for docs (#9852) - Return actual node ids in weaviate query results (#9854) - Added prompt formatting to LangChainLLM (#9844) ## \[0.9.25] - 2024-01-03 ### New Features - Added concurrancy limits for dataset generation (#9779) - New `deepeval` one-click observability handler (#9801) - Added jaguar vector store (#9754) - Add beta multimodal ReAct agent (#9807) ### Bug Fixes / Nits - Changed default batch size for OpenAI embeddings to 100 (#9805) - Use batch size properly for qdrant upserts (#9814) - `_verify_source_safety` uses AST, not regexes, for proper safety checks (#9789) - use provided LLM in element node parsers (#9776) - updated legacy vectordb loading function to be more robust (#9773) - Use provided http client in AzureOpenAI (#9772) ## \[0.9.24] - 2023-12-30 ### New Features - Add reranker for BEIR evaluation (#9743) - Add Pathway integration. (#9719) - custom agents implementation + notebook (#9746) ### Bug Fixes / Nits - fix beam search for vllm: add missing parameter (#9741) - Fix alpha for hrbrid search (#9742) - fix token counter (#9744) - BM25 tokenizer lowercase (#9745) ## \[0.9.23] - 2023-12-28 ### Bug Fixes / Nits - docs: fixes qdrant\_hybrid.ipynb typos (#9729) - make llm completion program more general (#9731) - Refactor MM Vector store and Index for empty collection (#9717) - Adding IF statement to check for Schema using “Select” (#9712) - allow skipping module loading in `download_module` and `download_llama_pack` (#9734) ## \[0.9.22] - 2023-12-26 ### New Features - Added `.iter_data()` method to `SimpleDirectoryReader` (#9658) - Added async support to `Ollama` LLM (#9689) - Expanding pinecone filter support for `in` and `not in` (#9683) ### Bug Fixes / Nits - Improve BM25Retriever performance (#9675) - Improved qdrant hybrid search error handling (#9707) - Fixed `None` handling in `ChromaVectorStore` (#9697) - Fixed postgres schema creation if not existing (#9712) ## \[0.9.21] - 2023-12-23 ### New Features - Added zilliz cloud as a managed index (#9605) ### Bug Fixes / Nits - Bedrock client and LLM fixes (#9671, #9646) ## \[0.9.20] - 2023-12-21 ### New Features - Added `insert_batch_size` to limit number of embeddings held in memory when creating an index, defaults to 2048 (#9630) - Improve auto-retrieval (#9647) - Configurable Node ID Generating Function (#9574) - Introduced action input parser (#9575) - qdrant sparse vector support (#9644) - Introduced upserts and delete in ingestion pipeline (#9643) - Add Zilliz Cloud Pipeline as a Managed Index (#9605) - Add support for Google Gemini models via VertexAI (#9624) - support allowing additional metadata filters on autoretriever (#9662) ### Bug Fixes / Nits - Fix pip install commands in LM Format Enforcer notebooks (#9648) - Fixing some more links and documentations (#9633) - some bedrock nits and fixes (#9646) ## \[0.9.19] - 2023-12-20 ### New Features - new llama datasets `LabelledEvaluatorDataset` & `LabelledPairwiseEvaluatorDataset` (#9531) ## \[0.9.18] - 2023-12-20 ### New Features - multi-doc auto-retrieval guide (#9631) ### Bug Fixes / Nits - fix(vllm): make Vllm’s ‘complete’ method behave the same as other LLM class (#9634) - FIx Doc links and other documentation issue (#9632) ## \[0.9.17] - 2023-12-19 ### New Features - \[example] adding user feedback (#9601) - FEATURE: Cohere ReRank Relevancy Metric for Retrieval Eval (#9495) ### Bug Fixes / Nits - Fix Gemini Chat Mode (#9599) - Fixed `types-protobuf` from being a primary dependency (#9595) - Adding an optional auth token to the TextEmbeddingInference class (#9606) - fix: out of index get latest tool call (#9608) - fix(azure\_openai.py): add missing return to subclass override (#9598) - fix mix up b/w ‘formatted’ and ‘format’ params for ollama api call (#9594) ## \[0.9.16] - 2023-12-18 ### New Features - agent refactor: step-wise execution (#9584) - Add OpenRouter, with Mixtral demo (#9464) - Add hybrid search to neo4j vector store (#9530) - Add support for auth service accounts for Google Semantic Retriever (#9545) ### Bug Fixes / Nits - Fixed missing `default=None` for `LLM.system_prompt` (#9504) - Fix #9580 : Incorporate metadata properly (#9582) - Integrations: Gradient\[Embeddings,LLM] - sdk-upgrade (#9528) - Add mixtral 8x7b model to anyscale available models (#9573) - Gemini Model Checks (#9563) - Update OpenAI fine-tuning with latest changes (#9564) - fix/Reintroduce `WHERE` filter to the Sparse Query for PgVectorStore (#9529) - Update Ollama API to ollama v0.1.16 (#9558) - ollama: strip invalid `formatted` option (#9555) - add a device in optimum push #9541 (#9554) - Title vs content difference for Gemini Embedding (#9547) - fix pydantic fields to float (#9542) ## \[0.9.15] - 2023-12-13 ### New Features - Added full support for Google Gemini text+vision models (#9452) - Added new Google Semantic Retriever (#9440) - added `from_existing()` method + async support to OpenAI assistants (#9367) ### Bug Fixes / Nits - Fixed huggingface LLM system prompt and messages to prompt (#9463) - Fixed ollama additional kwargs usage (#9455) ## \[0.9.14] - 2023-12-11 ### New Features - Add MistralAI LLM (#9444) - Add MistralAI Embeddings (#9441) - Add `Ollama` Embedding class (#9341) - Add `FlagEmbeddingReranker` for reranking (#9285) - feat: PgVectorStore support advanced metadata filtering (#9377) - Added `sql_only` parameter to SQL query engines to avoid executing SQL (#9422) ### Bug Fixes / Nits - Feat/PgVector Support custom hnsw\.ef\_search and ivfflat.probes (#9420) - fix F1 score definition, update copyright year (#9424) - Change more than one image input for Replicate Multi-modal models from error to warning (#9360) - Removed GPT-Licensed `aiostream` dependency (#9403) - Fix result of BedrockEmbedding with Cohere model (#9396) - Only capture valid tool names in react agent (#9412) - Fixed `top_k` being multiplied by 10 in azure cosmos (#9438) - Fixed hybrid search for OpenSearch (#9430) ### Breaking Changes - Updated the base `LLM` interface to match `LLMPredictor` (#9388) - Deprecated `LLMPredictor` (#9388) ## \[0.9.13] - 2023-12-06 ### New Features - Added batch prediction support for `LabelledRagDataset` (#9332) ### Bug Fixes / Nits - Fixed save and load for faiss vector store (#9330) ## \[0.9.12] - 2023-12-05 ### New Features - Added an option `reuse_client` to openai/azure to help with async timeouts. Set to `False` to see improvements (#9301) - Added support for `vLLM` llm (#9257) - Add support for python 3.12 (#9304) - Support for `claude-2.1` model name (#9275) ### Bug Fixes / Nits - Fix embedding format for bedrock cohere embeddings (#9265) - Use `delete_kwargs` for filtering in weaviate vector store (#9300) - Fixed automatic qdrant client construction (#9267) ## \[0.9.11] - 2023-12-03 ### New Features - Make `reference_contexts` optional in `LabelledRagDataset` (#9266) - Re-organize `download` module (#9253) - Added document management to ingestion pipeline (#9135) - Add docs for `LabelledRagDataset` (#9228) - Add submission template notebook and other doc updates for `LabelledRagDataset` (#9273) ### Bug Fixes / Nits - Convert numpy to list for `InstructorEmbedding` (#9255) ## \[0.9.10] - 2023-11-30 ### New Features - Advanced Metadata filter for vector stores (#9216) - Amazon Bedrock Embeddings New models (#9222) - Added PromptLayer callback integration (#9190) - Reuse file ids for `OpenAIAssistant` (#9125) ### Breaking Changes / Deprecations - Deprecate ExactMatchFilter (#9216) ## \[0.9.9] - 2023-11-29 ### New Features - Add new abstractions for `LlamaDataset`’s (#9165) - Add metadata filtering and MMR mode support for `AstraDBVectorStore` (#9193) - Allowing newest `scikit-learn` versions (#9213) ### Breaking Changes / Deprecations - Added `LocalAI` demo and began deprecation cycle (#9151) - Deprecate `QueryResponseDataset` and `DatasetGenerator` of `evaluation` module (#9165) ### Bug Fixes / Nits - Fix bug in `download_utils.py` with pointing to wrong repo (#9215) - Use `azure_deployment` kwarg in `AzureOpenAILLM` (#9174) - Fix similarity score return for `AstraDBVectorStore` Integration (#9193) ## \[0.9.8] - 2023-11-26 ### New Features - Add `persist` and `persist_from_dir` methods to `ObjectIndex` that are able to support it (#9064) - Added async metadata extraction + pipeline support (#9121) - Added back support for start/end char idx in nodes (#9143) ### Bug Fixes / Nits - Fix for some kwargs not being set properly in global service context (#9137) - Small fix for `memory.get()` when system/prefix messages are large (#9149) - Minor fixes for global service context (#9137) ## \[0.9.7] - 2023-11-24 ### New Features - Add support for `PGVectoRsStore` (#9087) - Enforcing `requests>=2.31` for security, while unpinning `urllib3` (#9108) ### Bug Fixes / Nits - Increased default memory token limit for context chat engine (#9123) - Added system prompt to `CondensePlusContextChatEngine` that gets prepended to the `context_prompt` (#9123) - Fixed bug in `CondensePlusContextChatEngine` not using chat history properly (#9129) ## \[0.9.6] - 2023-11-22 ### New Features - Added `default_headers` argument to openai LLMs (#9090) - Added support for `download_llama_pack()` and LlamaPack integrations - Added support for `llamaindex-cli` command line tool ### Bug Fixed / Nits - store normalize as bool for huggingface embedding (#9089) ## \[0.9.5] - 2023-11-21 ### Bug Fixes / Nits - Fixed bug with AzureOpenAI logic for inferring if stream chunk is a tool call (#9018) ### New Features - `FastEmbed` embeddings provider (#9043) - More precise testing of `OpenAILike` (#9026) - Added callback manager to each retriever (#8871) - Ability to bypass `max_tokens` inference with `OpenAILike` (#9032) ### Bug Fixes / Nits - Fixed bug in formatting chat prompt templates when estimating chunk sizes (#9025) - Sandboxed Pandas execution, remediate CVE-2023-39662 (#8890) - Restored `mypy` for Python 3.8 (#9031) - Loosened `dataclasses-json` version range, and removes unnecessary `jinja2` extra from `pandas` (#9042) ## \[0.9.4] - 2023-11-19 ### New Features - Added `CondensePlusContextChatEngine` (#8949) ### Smaller Features / Bug Fixes / Nits - Fixed bug with `OpenAIAgent` inserting errors into chat history (#9000) - Fixed various bugs with LiteLLM and the new OpenAI client (#9003) - Added context window attribute to perplexity llm (#9012) - Add `node_parser` attribute back to service context (#9013) - Refactor MM retriever classes (#8998) - Fix TextNode instantiation on SupabaseVectorIndexDemo (#8994) ## \[0.9.3] - 2023-11-17 ### New Features - Add perplexity LLM integration (#8734) ### Bug Fixes / Nits - Fix token counting for new openai client (#8981) - Fix small pydantic bug in postgres vector db (#8962) - Fixed `chunk_overlap` and `doc_id` bugs in `HierarchicalNodeParser` (#8983) ## \[0.9.2] - 2023-11-16 ### New Features - Added new notebook guide for Multi-Modal Rag Evaluation (#8945) - Added `MultiModalRelevancyEvaluator`, and `MultiModalFaithfulnessEvaluator` (#8945) ## \[0.9.1] - 2023-11-15 ### New Features - Added Cohere Reranker fine-tuning (#8859) - Support for custom httpx client in `AzureOpenAI` LLM (#8920) ### Bug Fixes / Nits - Fixed issue with `set_global_service_context` not propagating settings (#8940) - Fixed issue with building index with Google Palm embeddings (#8936) - Fixed small issue with parsing ImageDocuments/Nodes that have no text (#8938) - Fixed issue with large data inserts in Astra DB (#8937) - Optimize `QueryEngineTool` for agents (#8933) ## \[0.9.0] - 2023-11-15 ### New Features / Breaking Changes / Deprecations - New `IngestionPipeline` concept for ingesting and transforming data - Data ingestion and transforms are now automatically cached - Updated interface for node parsing/text splitting/metadata extraction modules - Changes to the default tokenizer, as well as customizing the tokenizer - Packaging/Installation changes with PyPi (reduced bloat, new install options) - More predictable and consistent import paths - Plus, in beta: MultiModal RAG Modules for handling text and images! - Find more details at: `https://medium.com/@llama_index/719f03282945` ## \[0.8.69.post1] - 2023-11-13 ### Bug Fixes / Nits - Increase max weaivate delete size to max of 10,000 (#8887) - Final pickling remnant fix (#8902) ## \[0.8.69] - 2023-11-13 ### Bug Fixes / Nits - Fixed bug in loading pickled objects (#8880) - Fix `custom_path` vs `custom_dir` in `download_loader` (#8865) ## \[0.8.68] - 2023-11-11 ### New Features - openai assistant agent + advanced retrieval cookbook (#8863) - add retrieval API benchmark (#8850) - Add JinaEmbedding class (#8704) ### Bug Fixes / Nits - Improved default timeouts/retries for OpenAI (#8819) - Add back key validation for OpenAI (#8819) - Disable automatic LLM/Embedding model downloads, give informative error (#8819) - fix openai assistant tool creation + retrieval notebook (#8862) - Quick fix Replicate MultiModal example (#8861) - fix: paths treated as hidden (#8860) - fix Replicate multi-modal LLM + notebook (#8854) - Feature/citation metadata (#8722) - Fix ImageNode type from NodeWithScore for SimpleMultiModalQueryEngine (#8844) ## \[0.8.67] - 2023-11-10 ### New Features - Advanced Multi Modal Retrieval Example and docs (#8822, #8823) ### Bug Fixes / Nits - Fix retriever node postprocessors for `CitationQueryEngine` (#8818) - Fix `cannot pickle 'builtins.CoreBPE' object` in most scenarios (#8835) ## \[0.8.66] - 2023-11-09 ### New Features - Support parallel function calling with new OpenAI client in `OpenAIPydanticProgram` (#8793) ### Bug Fixes / Nits - Fix bug in pydantic programs with new OpenAI client (#8793) - Fixed bug with un-listable fsspec objects (#8795) ## \[0.8.65] - 2023-11-08 ### New Features - `OpenAIAgent` parallel function calling (#8738) ### New Features - Properly supporting Hugging Face recommended model (#8784) ### Bug Fixes / Nits - Fixed missing import for `embeddings.__all__` (#8779) ### Breaking Changes / Deprecations - Use `tool_choice` over `function_call` and `tool` over `functions` in `OpenAI(LLM)` (#8738) - Deprecate `to_openai_function` in favor of `to_openai_tool` (#8738) ## \[0.8.64] - 2023-11-06 ### New Features - `OpenAIAgent` parallel function calling (#8738) - Add AI assistant agent (#8735) - OpenAI GPT4v Abstraction (#8719) - Add support for `Lantern` VectorStore (#8714) ### Bug Fixes / Nits - Fix returning zero nodes in elastic search vector store (#8746) - Add try/except for `SimpleDirectoryReader` loop to avoid crashing on a single document (#8744) - Fix for `deployment_name` in async embeddings (#8748) ## \[0.8.63] - 2023-11-05 ### New Features - added native sync and async client support for the lasted `openai` client package (#8712) - added support for `AzureOpenAIEmbedding` (#8712) ### Bug Fixes / Nits - Fixed errors about “no host supplied” with `download_loader` (#8723) ### Breaking Changes - `OpenAIEmbedding` no longer supports azure, moved into the `AzureOpenAIEmbedding` class (#8712) ## \[0.8.62.post1] - 2023-11-05 ### Breaking Changes - add new devday models (#8713) - moved `max_docs` parameter from constructor to `lazy_load_data()` for `SimpleMongoReader` (#8686) ## \[0.8.61] - 2023-11-05 ### New Features - \[experimental] Hyperparameter tuner (#8687) ### Bug Fixes / Nits - Fix typo error in CohereAIModelName class: cohere light models was missing v3 (#8684) - Update deeplake.py (#8683) ## \[0.8.60] - 2023-11-04 ### New Features - prompt optimization guide (#8659) - VoyageEmbedding (#8634) - Multilingual support for `YoutubeTranscriptReader` (#8673) - emotion prompt guide (#8674) ### Bug Fixes / Nits - Adds mistral 7b instruct v0.1 to available anyscale models (#8652) - Make pgvector’s setup (extension, schema, and table creation) optional (#8656) - Allow init of stores\_text variable for Pinecone vector store (#8633) - fix: azure ad support (#8667) - Fix nltk bug in multi-threaded environments (#8668) - Fix google colab link in cohereai notebook (#8677) - passing max\_tokens to the `Cohere` llm (#8672) ## \[0.8.59] - 2023-11-02 - Deepmemory support (#8625) - Add CohereAI embeddings (#8650) - Add Azure AD (Microsoft Entra ID) support (#8667) ## \[0.8.58] - 2023-11-02 ### New Features - Add `lm-format-enforcer` integration for structured output (#8601) - Google Vertex Support (#8626) ## \[0.8.57] - 2023-10-31 ### New Features - Add `VoyageAIEmbedding` integration (#8634) - Add fine-tuning evaluator notebooks (#8596) - Add `SingleStoreDB` integration (#7991) - Add support for ChromaDB PersistentClient (#8582) - Add DataStax Astra DB support (#8609) ### Bug Fixes / Nits - Update dataType in Weaviate (#8608) - In Knowledge Graph Index with hybrid retriever\_mode, - return the nodes found by keyword search when ‘No Relationship found’ - Fix exceed context length error in chat engines (#8530) - Retrieve actual content of all the triplets from KG (#8579) - Return the nodes found by Keywords when no relationship is found by embeddings in hybrid retriever\_mode in `KnowledgeGraphIndex` (#8575) - Optimize content of retriever tool and minor bug fix (#8588) ## \[0.8.56] - 2023-10-30 ### New Features - Add Amazon `BedrockEmbedding` (#8550) - Moves `HuggingFaceEmbedding` to center on `Pooling` enum for pooling (#8467) - Add IBM WatsonX LLM support (#8587) ### Bug Fixes / Nits - \[Bug] Patch Clarifai classes (#8529) - fix retries for bedrock llm (#8528) - Fix : VectorStore’s QueryResult always returns saved Node as TextNode (#8521) - Added default file\_metadata to get basic metadata that many postprocessors use, for SimpleDirectoryReader (#8486) - Handle metadata with None values in chromadb (#8584) ## \[0.8.55] - 2023-10-29 ### New Features - allow prompts to take in functions with `function_mappings` (#8548) - add advanced prompt + “prompt engineering for RAG” notebook (#8555) - Leverage Replicate API for serving LLaVa modal (#8539) ### Bug Fixes / Nits - Update pull request template with google colab support inclusion (#8525) ## \[0.8.54] - 2023-10-28 ### New Features - notebook showing how to fine-tune llama2 on structured outputs (#8540) - added GradientAIFineTuningHandler - added pydantic\_program\_mode to ServiceContext - Initialize MultiModal Retrieval using LlamaIndex (#8507) ### Bug Fixes / Nits - Add missing import to `ChatEngine` usage pattern `.md` doc (#8518) - :bug: fixed async add (#8531) - fix: add the needed CondenseQuestionChatEngine import in the usage\_pa… (#8518) - Add import LongLLMLinguaPostprocessor for LongLLMLingua.ipynb (#8519) ## \[0.8.53] - 2023-10-27 ### New Features - Docs refactor (#8500) An overhaul of the docs organization. Major changes - Added a big new “understanding” section - Added a big new “optimizing” section - Overhauled Getting Started content - Categorized and moved module guides to a single section ## \[0.8.52] - 2023-10-26 ### New Features - Add longllmlingua (#8485) - Add google colab support for notebooks (#7560) ### Bug Fixes / Nits - Adapt Cassandra VectorStore constructor DB connection through cassio.init (#8255) - Allow configuration of service context and storage context in managed index (#8487) ## \[0.8.51.post1] - 2023-10-25 ### New Features - Add Llava MultiModal QA examples for Tesla 10k RAG (#8271) - fix bug streaming on react chat agent not working as expected (#8459) ### Bug Fixes / Nits - patch: add selected result to response metadata for router query engines, fix bug (#8483) - add Jina AI embeddings notebook + huggingface embedding fix (#8478) - add `is_chat_model` to replicate (#8469) - Brought back `toml-sort` to `pre-commit` (#8267) - Added `LocationConstraint` for local `test_s3_kvstore` (#8263) ## \[0.8.50] - 2023-10-24 ### New Features - Expose prompts in different modules (query engines, synthesizers, and more) (#8275) ## \[0.8.49] - 2023-10-23 ### New Features - New LLM integrations - Support for Hugging Face Inference API’s `conversational`, `text_generation`, and `feature_extraction` endpoints via `huggingface_hub[inference]` (#8098) - Add Amazon Bedrock LLMs (#8223) - Add AI21 Labs LLMs (#8233) - Add OpenAILike LLM class for OpenAI-compatible api servers (#7973) - New / updated vector store integrations - Add DashVector (#7772) - Add Tencent VectorDB (#8173) - Add option for custom Postgres schema on PGVectorStore instead of only allowing public schema (#8080) - Add Gradient fine tuning engine (#8208) - docs(FAQ): frequently asked questions (#8249) ### Bug Fixes / Nits - Fix inconsistencies with `ReActAgent.stream_chat` (#8147) - Deprecate some functions for GuardrailsOutputParser (#8016) - Simplify dependencies (#8236) - Bug fixes for LiteLLM (#7885) - Update for Predibase LLM (#8211) ## \[0.8.48] - 2023-10-20 ### New Features - Add `DELETE` for MyScale vector store (#8159) - Add SQL Retriever (#8197) - add semantic kernel document format (#8226) - Improve MyScale Hybrid Search and Add `DELETE` for MyScale vector store (#8159) ### Bug Fixes / Nits - Fixed additional kwargs in ReActAgent.from\_tools() (#8206) - Fixed missing spaces in prompt templates (#8190) - Remove auto-download of llama2-13B on exception (#8225) ## \[0.8.47] - 2023-10-19 ### New Features - add response synthesis to text-to-SQL (#8196) - Added support for `LLMRailsEmbedding` (#8169) - Inferring MPS device with PyTorch (#8195) - Consolidated query/text prepending (#8189) ## \[0.8.46] - 2023-10-18 ### New Features - Add fine-tuning router support + embedding selector (#8174) - add more document converters (#8156) ### Bug Fixes / Nits - Add normalization to huggingface embeddings (#8145) - Improve MyScale Hybrid Search (#8159) - Fixed duplicate `FORMAT_STR` being inside prompt (#8171) - Added: support for output\_kwargs={‘max\_colwidth’: xx} for PandasQueryEngine (#8110) - Minor fix in the description for an argument in cohere llm (#8163) - Fix Firestore client info (#8166) ## \[0.8.45] - 2023-10-13 ### New Features - Added support for fine-tuning cross encoders (#7705) - Added `QueryFusionRetriever` for merging multiple retrievers + query augmentation (#8100) - Added `nb-clean` to `pre-commit` to minimize PR diffs (#8108) - Support for `TextEmbeddingInference` embeddings (#8122) ### Bug Fixes / Nits - Improved the `BM25Retriever` interface to accept `BaseNode` objects (#8096) - Fixed bug with `BM25Retriever` tokenizer not working as expected (#8096) - Brought mypy to pass in Python 3.8 (#8107) - `ReActAgent` adding missing `super().__init__` call (#8125) ## \[0.8.44] - 2023-10-12 ### New Features - add pgvector sql query engine (#8087) - Added HoneyHive one-click observability (#7944) - Add support for both SQLAlchemy V1 and V2 (#8060) ## \[0.8.43.post1] - 2023-10-11 ### New Features - Moves `codespell` to `pre-commit` (#8040) - Added `prettier` for autoformatting extensions besides `.py` (#8072) ### Bug Fixes / Nits - Fixed forgotten f-str in `HuggingFaceLLM` (#8075) - Relaxed numpy/panadas reqs ## \[0.8.43] - 2023-10-10 ### New Features - Added support for `GradientEmbedding` embed models (#8050) ### Bug Fixes / Nits - added `messages_to_prompt` kwarg to `HuggingFaceLLM` (#8054) - improved selection and sql parsing for open-source models (#8054) - fixed bug when agents hallucinate too many kwargs for a tool (#8054) - improved prompts and debugging for selection+question generation (#8056) ## \[0.8.42] - 2023-10-10 ### New Features - `LocalAI` more intuitive module-level var names (#8028) - Enable `codespell` for markdown docs (#7972) - add unstructured table element node parser (#8036) - Add: Async upserting for Qdrant vector store (#7968) - Add cohere llm (#8023) ### Bug Fixes / Nits - Parse multi-line outputs in react agent answers (#8029) - Add properly named kwargs to keyword `as_retriever` calls (#8011) - Updating Reference to RAGAS LlamaIndex Integration (#8035) - Vectara bugfix (#8032) - Fix: ChromaVectorStore can attempt to add in excess of chromadb batch… (#8019) - Fix get\_content method in Mbox reader (#8012) - Apply kwarg filters in WeaviateVectorStore (#8017) - Avoid ZeroDivisionError (#8027) - `LocalAI` intuitive module-level var names (#8028) - zep/fix: imports & typing (#8030) - refactor: use `str.join` (#8020) - use proper metadata str for node parsing (#7987) ## \[0.8.41] - 2023-10-07 ### New Features - You.com retriever (#8024) - Pull fields from mongodb into metadata with `metadata_names` argument (#8001) - Simplified `LocalAI.__init__` preserving the same behaviors (#7982) ### Bug Fixes / Nits - Use longest metadata string for metadata aware text splitting (#7987) - Handle lists of strings in mongodb reader (#8002) - Removes `OpenAI.class_type` as it was dead code (#7983) - Fixing `HuggingFaceLLM.device_map` type hint (#7989) ## \[0.8.40] - 2023-10-05 ### New Features - Added support for `Clarifai` LLM (#7967) - Add support for function fine-tuning (#7971) ### Breaking Changes - Update document summary index (#7815) - change default retrieval mode to embedding - embed summaries into vector store by default at indexing time (instead of calculating embedding on the fly) - support configuring top k in llm retriever ## \[0.8.39] - 2023-10-03 ### New Features - Added support for pydantic object outputs with query engines (#7893) - `ClarifaiEmbedding` class added for embedding support (#7940) - Markdown node parser, flat file reader and simple file node parser (#7863) - Added support for mongdb atlas `$vectorSearch` (#7866) ### Bug Fixes / Nits - Adds support for using message metadata in discord reader (#7906) - Fix `LocalAI` chat capability without `max_tokens` (#7942) - Added `codespell` for automated checking (#7941) - `ruff` modernization and autofixes (#7889) - Implement own SQLDatabase class (#7929) - Update LlamaCPP context\_params property (#7945) - fix duplicate embedding (#7949) - Adds `codespell` tool for enforcing good spelling (#7941) - Supporting `mypy` local usage with `venv` (#7952) - Vectara - minor update (#7954) - Avoiding `pydantic` reinstalls in CI (#7956) - move tree\_sitter\_languages into data\_requirements.txt (#7955) - Add `cache_okay` param to `PGVectorStore` to help suppress TSVector warnings (#7950) ## \[0.8.38] - 2023-10-02 ### New Features - Updated `KeywordNodePostprocessor` to use spacy to support more languages (#7894) - `LocalAI` supporting global or per-query `/chat/completions` vs `/completions` (#7921) - Added notebook on using REBEL + Wikipedia filtering for knowledge graphs (#7919) - Added support for `ElasticsearchEmbedding` (#7914) ## \[0.8.37] - 2023-09-30 ### New Features - Supporting `LocalAI` LLMs (#7913) - Validations protecting against misconfigured chunk sizes (#7917) ### Bug Fixes / Nits - Simplify NL SQL response to SQL parsing, with expanded NL SQL prompt (#7868) - Improve vector store retrieval speed for vectordb integrations (#7876) - Added replacing {{ and }}, and fixed JSON parsing recursion (#7888) - Nice-ified JSON decoding error (#7891) - Nice-ified SQL error from LLM not providing SQL (#7900) - Nice-ified `ImportError` for `HuggingFaceLLM` (#7904) - eval fixes: fix dataset response generation, add score to evaluators (#7915) ## \[0.8.36] - 2023-09-27 ### New Features - add “build RAG from scratch notebook” - OSS/local (#7864) ### Bug Fixes / Nits - Fix elasticsearch hybrid scoring (#7852) - Replace `get_color_mapping` and `print_text` Langchain dependency with internal implementation (#7845) - Fix async streaming with azure (#7856) - Avoid `NotImplementedError()` in sub question generator (#7855) - Patch predibase initialization (#7859) - Bumped min langchain version and changed prompt imports from langchain (#7862) ## \[0.8.35] - 2023-09-27 ### Bug Fixes / Nits - Fix dropping textnodes in recursive retriever (#7840) - share callback\_manager between agent and its llm when callback\_manager is None (#7844) - fix pandas query engine (#7847) ## \[0.8.34] - 2023-09-26 ### New Features - Added `Konko` LLM support (#7775) - Add before/after context sentence (#7821) - EverlyAI integration with LlamaIndex through OpenAI library (#7820) - add Arize Phoenix tracer to global handlers (#7835) ### Bug Fixes / Nits - Normalize scores returned from ElasticSearch vector store (#7792) - Fixed `refresh_ref_docs()` bug with order of operations (#7664) - Delay postgresql connection for `PGVectorStore` until actually needed (#7793) - Fix KeyError in delete method of `SimpleVectorStore` related to metadata filters (#7829) - Fix KeyError in delete method of `SimpleVectorStore` related to metadata filters (#7831) - Addressing PyYAML import error (#7784) - ElasticsearchStore: Update User-Agent + Add example docker compose (#7832) - `StorageContext.persist` supporting `Path` (#7783) - Update ollama.py (#7839) - fix bug for self.\_session\_pool (#7834) ## \[0.8.33] - 2023-09-25 ### New Features - add pairwise evaluator + benchmark auto-merging retriever (#7810) ### Bug Fixes / Nits - Minor cleanup in embedding class (#7813) - Misc updates to `OpenAIEmbedding` (#7811) ## \[0.8.32] - 2023-09-24 ### New Features - Added native support for `HuggingFaceEmbedding`, `InstructorEmbedding`, and `OptimumEmbedding` (#7795) - Added metadata filtering and hybrid search to MyScale vector store (#7780) - Allowing custom text field name for Milvus (#7790) - Add support for `vector_store_query_mode` to `VectorIndexAutoRetriever` (#7797) ### Bug Fixes / Nits - Update `LanceDBVectorStore` to handle score and distance (#7754) - Pass LLM to `memory_cls` in `CondenseQuestionChatEngine` (#7785) ## \[0.8.31] - 2023-09-22 ### New Features - add pydantic metadata extractor (#7778) - Allow users to set the embedding dimensions in azure cognitive vector store (#7734) - Add semantic similarity evaluator (#7770) ### Bug Fixes / Nits - 📝docs: Update Chatbot Tutorial and Notebook (#7767) - Fixed response synthesizers with empty nodes (#7773) - Fix `NotImplementedError` in auto vector retriever (#7764) - Multiple kwargs values in “KnowledgeGraphQueryEngine” bug-fix (#7763) - Allow setting azure cognitive search dimensionality (#7734) - Pass service context to index for dataset generator (#7748) - Fix output parsers for selector templates (#7774) - Update Chatbot\_SEC.ipynb (#7711) - linter/typechecker-friendly improvements to cassandra test (#7771) - Expose debug option of `PgVectorStore` (#7776) - llms/openai: fix Azure OpenAI by considering `prompt_filter_results` field (#7755) ## \[0.8.30] - 2023-09-21 ### New Features - Add support for `gpt-3.5-turbo-instruct` (#7729) - Add support for `TimescaleVectorStore` (#7727) - Added `LongContextReorder` for lost-in-the-middle issues (#7719) - Add retrieval evals (#7738) ### Bug Fixes / Nits - Added node post-processors to async context chat engine (#7731) - Added unique index name for postgres tsv column (#7741) ## \[0.8.29.post1] - 2023-09-18 ### Bug Fixes / Nits - Fix langchain import error for embeddings (#7714) ## \[0.8.29] - 2023-09-18 ### New Features - Added metadata filtering to the base simple vector store (#7564) - add low-level router guide (#7708) - Add CustomQueryEngine class (#7703) ### Bug Fixes / Nits - Fix context window metadata in lite-llm (#7696) ## \[0.8.28] - 2023-09-16 ### New Features - Add CorrectnessEvaluator (#7661) - Added support for `Ollama` LLMs (#7635) - Added `HWPReader` (#7672) - Simplified portkey LLM interface (#7669) - Added async operation support to `ElasticsearchStore` vector store (#7613) - Added support for `LiteLLM` (#7600) - Added batch evaluation runner (#7692) ### Bug Fixes / Nits - Avoid `NotImplementedError` for async langchain embeddings (#7668) - Imrpoved reliability of LLM selectors (#7678) - Fixed `query_wrapper_prompt` and `system_prompt` for output parsers and completion models (#7678) - Fixed node attribute inheritance in citation query engine (#7675) ### Breaking Changes - Refactor and update `BaseEvaluator` interface to be more consistent (#7661) - Use `evaluate` function for generic input - Use `evaluate_response` function with `Response` objects from llama index query engine - Update existing evaluators with more explicit naming - `ResponseEvaluator` -> `FaithfulnessEvaluator` - `QueryResponseEvaluator` -> `RelevancyEvaluator` - old names are kept as class aliases for backwards compatibility ## \[0.8.27] - 2023-09-14 ### New Features - add low-level tutorial section (#7673) ### Bug Fixes / Nits - default delta should be a dict (#7665) - better query wrapper logic on LLMPredictor (#7667) ## \[0.8.26] - 2023-09-12 ### New Features - add non-linear embedding adapter (#7658) - Add “finetune + RAG” evaluation to knowledge fine-tuning notebook (#7643) ### Bug Fixes / Nits - Fixed chunk-overlap for sentence splitter (#7590) ## \[0.8.25] - 2023-09-12 ### New Features - Added `AGENT_STEP` callback event type (#7652) ### Bug Fixes / Nits - Allowed `simple` mode to work with `as_chat_engine()` (#7637) - Fixed index error in azure streaming (#7646) - Removed `pdb` from llama-cpp (#7651) ## \[0.8.24] - 2023-09-11 ## New Features - guide: fine-tuning to memorize knowledge (#7626) - added ability to customize prompt template for eval modules (#7626) ### Bug Fixes - Properly detect `llama-cpp-python` version for loading the default GGML or GGUF `llama2-chat-13b` model (#7616) - Pass in `summary_template` properly with `RetrieverQueryEngine.from_args()` (#7621) - Fix span types in wandb callback (#7631) ## \[0.8.23] - 2023-09-09 ### Bug Fixes - Make sure context and system prompt is included in prompt for first chat for llama2 (#7597) - Avoid negative chunk size error in refine process (#7607) - Fix relationships for small documents in hierarchical node parser (#7611) - Update Anyscale Endpoints integration with full streaming and async support (#7602) - Better support of passing credentials as LLM constructor args in `OpenAI`, `AzureOpenAI`, and `Anyscale` (#7602) ### Breaking Changes - Update milvus vector store to support filters and dynamic schemas (#7286) - See the [updated notebook](https://docs.llamaindex.ai/en/stable/examples/vector_stores/MilvusIndexDemo.html) for usage - Added NLTK to core dependencies to support the default sentence splitter (#7606) ## \[0.8.22] - 2023-09-07 ### New Features - Added support for ElasticSearch Vector Store (#7543) ### Bug Fixes / Nits - Fixed small `_index` bug in `ElasticSearchReader` (#7570) - Fixed bug with prompt helper settings in global service contexts (#7576) - Remove newlines from openai embeddings again (#7588) - Fixed small bug with setting `query_wrapper_prompt` in the service context (#7585) ### Breaking/Deprecated API Changes - Clean up vector store interface to use `BaseNode` instead of `NodeWithEmbedding` - For majority of users, this is a no-op change - For users directly operating with the `VectorStore` abstraction and manually constructing `NodeWithEmbedding` objects, this is a minor breaking change. Use `TextNode` with `embedding` set directly, instead of `NodeWithEmbedding`. ## \[0.8.21] - 2023-09-06 ### New Features - add embedding adapter fine-tuning engine + guide (#7565) - Added support for Azure Cognitive Search vector store (#7469) - Support delete in supabase (#6951) - Added support for Espilla vector store (#7539) - Added support for AnyScale LLM (#7497) ### Bug Fixes / Nits - Default to user-configurable top-k in `VectorIndexAutoRetriever` (#7556) - Catch validation errors for structured responses (#7523) - Fix streaming refine template (#7561) ## \[0.8.20] - 2023-09-04 ### New Features - Added Portkey LLM integration (#7508) - Support postgres/pgvector hybrid search (#7501) - upgrade recursive retriever node reference notebook (#7537) ## \[0.8.19] - 2023-09-03 ### New Features - replace list index with summary index (#7478) - rename list index to summary index part 2 (#7531) ## \[0.8.18] - 2023-09-03 ### New Features - add agent finetuning guide (#7526) ## \[0.8.17] - 2023-09-02 ### New Features - Make (some) loaders serializable (#7498) - add node references to recursive retrieval (#7522) ### Bug Fixes / Nits - Raise informative error when metadata is too large during splitting (#7513) - Allow langchain splitter in simple node parser (#7517) ## \[0.8.16] - 2023-09-01 ### Bug Fixes / Nits - fix link to Marvin notebook in docs (#7504) - Ensure metadata is not `None` in `SimpleWebPageReader` (#7499) - Fixed KGIndex visualization (#7493) - Improved empty response in KG Index (#7493) ## \[0.8.15] - 2023-08-31 ### New Features - Added support for `MarvinEntityExtractor` metadata extractor (#7438) - Added a url\_metadata callback to SimpleWebPageReader (#7445) - Expanded callback logging events (#7472) ### Bug Fixes / Nits - Only convert newlines to spaces for text 001 embedding models in OpenAI (#7484) - Fix `KnowledgeGraphRagRetriever` for non-nebula indexes (#7488) - Support defined embedding dimension in `PGVectorStore` (#7491) - Greatly improved similarity calculation speed for the base vector store (#7494) ## \[0.8.14] - 2023-08-30 ### New Features - feat: non-kg heterogeneous graph support in Graph RAG (#7459) - rag guide (#7480) ### Bug Fixes / Nits - Improve openai fine-tuned model parsing (#7474) - doing some code de-duplication (#7468) - support both str and templates for query\_wrapper\_prompt in HF LLMs (#7473) ## \[0.8.13] - 2023-08-29 ### New Features - Add embedding finetuning (#7452) - Added support for RunGPT LLM (#7401) - Integration guide and notebook with DeepEval (#7425) - Added `VectorIndex` and `VectaraRetriever` as a managed index (#7440) - Added support for `to_tool_list` to detect and use async functions (#7282) ## \[0.8.12] - 2023-08-28 ### New Features - add openai finetuning class (#7442) - Service Context to/from dict (#7395) - add finetuning guide (#7429) ### Smaller Features / Nits / Bug Fixes - Add example how to run FalkorDB docker (#7441) - Update root.md to use get\_response\_synthesizer expected type. (#7437) - Bugfix MonsterAPI Pydantic version v2/v1 support. Doc Update (#7432) ## \[0.8.11.post3] - 2023-08-27 ### New Features - AutoMergingRetriever (#7420) ## \[0.8.10.post1] - 2023-08-25 ### New Features - Added support for `MonsterLLM` using MonsterAPI (#7343) - Support comments fields in NebulaGraphStore and int type VID (#7402) - Added configurable endpoint for DynamoDB (#6777) - Add structured answer filtering for Refine response synthesizer (#7317) ### Bug Fixes / Nits - Use `utf-8` for json file reader (#7390) - Fix entity extractor initialization (#7407) ## \[0.8.9] - 2023-08-24 ### New Features - Added support for FalkorDB/RedisGraph graph store (#7346) - Added directed sub-graph RAG (#7378) - Added support for `BM25Retriever` (#7342) ### Bug Fixes / Nits - Added `max_tokens` to `Xinference` LLM (#7372) - Support cache dir creation in multithreaded apps (#7365) - Ensure temperature is a float for openai (#7382) - Remove duplicate subjects in knowledge graph retriever (#7378) - Added support for both pydantic v1 and v2 to allow other apps to move forward (#7394) ### Breaking/Deprecated API Changes - Refactor prompt template (#7319) - Use `BasePromptTemplate` for generic typing - Use `PromptTemplate`, `ChatPromptTemplate`, `SelectorPromptTemplate` as core implementations - Use `LangchainPromptTemplate` for compatibility with Langchain prompt templates - Fully replace specific prompt classes (e.g. `SummaryPrompt`) with generic `BasePromptTemplate` for typing in codebase. - Keep `Prompt` as an alias for `PromptTemplate` for backwards compatibility. - BREAKING CHANGE: remove support for `Prompt.from_langchain_prompt`, please use `template=LangchainPromptTemplate(lc_template)` instead. ## \[0.8.8] - 2023-08-23 ### New Features - `OpenAIFineTuningHandler` for collecting LLM inputs/outputs for OpenAI fine tuning (#7367) ### Bug Fixes / Nits - Add support for `claude-instant-1.2` (#7369) ## \[0.8.7] - 2023-08-22 ### New Features - Support fine-tuned OpenAI models (#7364) - Added support for Cassandra vector store (#6784) - Support pydantic fields in tool functions (#7348) ### Bug Fixes / Nits - Fix infinite looping with forced function call in `OpenAIAgent` (#7363) ## \[0.8.6] - 2023-08-22 ### New Features - auto vs. recursive retriever notebook (#7353) - Reader and Vector Store for BagelDB with example notebooks (#7311) ### Bug Fixes / Nits - Use service context for intermediate index in retry source query engine (#7341) - temp fix for prompt helper + chat models (#7350) - Properly skip unit-tests when packages not installed (#7351) ## \[0.8.5.post2] - 2023-08-20 ### New Features - Added FireStore docstore/index store support (#7305) - add recursive agent notebook (#7330) ### Bug Fixes / Nits - Fix Azure pydantic error (#7329) - fix callback trace ids (make them a context var) (#7331) ## \[0.8.5.post1] - 2023-08-18 ### New Features - Awadb Vector Store (#7291) ### Bug Fixes / Nits - Fix bug in OpenAI llm temperature type ## \[0.8.5] - 2023-08-18 ### New Features - Expose a system prompt/query wrapper prompt in the service context for open-source LLMs (#6647) - Changed default MyScale index format to `MSTG` (#7288) - Added tracing to chat engines/agents (#7304) - move LLM and embeddings to pydantic (#7289) ### Bug Fixes / Nits - Fix sentence splitter bug (#7303) - Fix sentence splitter infinite loop (#7295) ## \[0.8.4] - 2023-08-17 ### Bug Fixes / Nits - Improve SQL Query parsing (#7283) - Fix loading embed\_model from global service context (#7284) - Limit langchain version until we migrate to pydantic v2 (#7297) ## \[0.8.3] - 2023-08-16 ### New Features - Added Knowledge Graph RAG Retriever (#7204) ### Bug Fixes / Nits - accept `api_key` kwarg in OpenAI LLM class constructor (#7263) - Fix to create separate queue instances for separate instances of `StreamingAgentChatResponse` (#7264) ## \[0.8.2.post1] - 2023-08-14 ### New Features - Added support for Rockset as a vector store (#7111) ### Bug Fixes - Fixed bug in service context definition that could disable LLM (#7261) ## \[0.8.2] - 2023-08-14 ### New Features - Enable the LLM or embedding model to be disabled by setting to `None` in the service context (#7255) - Resolve nearly any huggingface embedding model using the `embed_model="local:"` syntax (#7255) - Async tool-calling support (#7239) ### Bug Fixes / Nits - Updated supabase kwargs for add and query (#7103) - Small tweak to default prompts to allow for more general purpose queries (#7254) - Make callback manager optional for `CustomLLM` + docs update (#7257) ## \[0.8.1] - 2023-08-13 ### New Features - feat: add node\_postprocessors to ContextChatEngine (#7232) - add ensemble query engine tutorial (#7247) ### Smaller Features - Allow EMPTY keys for Fastchat/local OpenAI API endpoints (#7224) ## \[0.8.0] - 2023-08-11 ### New Features - Added “LLAMA\_INDEX\_CACHE\_DIR” to control cached files (#7233) - Default to pydantic selectors when possible (#7154, #7223) - Remove the need for langchain wrappers on `embed_model` in the service context (#7157) - Metadata extractors take an `LLM` object now, in addition to `LLMPredictor` (#7202) - Added local mode + fallback to llama.cpp + llama2 (#7200) - Added local fallback for embeddings to `BAAI/bge-small-en` (#7200) - Added `SentenceWindowNodeParser` + `MetadataReplacementPostProcessor` (#7211) ### Breaking Changes - Change default LLM to gpt-3.5-turbo from text-davinci-003 (#7223) - Change prompts for compact/refine/tree\_summarize to work better with gpt-3.5-turbo (#7150, #7179, #7223) - Increase default LLM temperature to 0.1 (#7180) ## \[0.7.24.post1] - 2023-08-11 ### Other Changes - Reverted #7223 changes to defaults (#7235) ## \[0.7.24] - 2023-08-10 ### New Features - Default to pydantic selectors when possible (#7154, #7223) - Remove the need for langchain wrappers on `embed_model` in the service context (#7157) - Metadata extractors take an `LLM` object now, in addition to `LLMPredictor` (#7202) - Added local mode + fallback to llama.cpp + llama2 (#7200) - Added local fallback for embeddings to `BAAI/bge-small-en` (#7200) - Added `SentenceWindowNodeParser` + `MetadataReplacementPostProcessor` (#7211) ### Breaking Changes - Change default LLM to gpt-3.5-turbo from text-davinci-003 (#7223) - Change prompts for compact/refine/tree\_summarize to work better with gpt-3.5-turbo (#7150, #7179, #7223) - Increase default LLM temperature to 0.1 (#7180) ### Other Changes - docs: Improvements to Mendable Search (#7220) - Refactor openai agent (#7077) ### Bug Fixes / Nits - Use `1 - cosine_distance` for pgvector/postgres vector db (#7217) - fix metadata formatting and extraction (#7216) - fix(readers): Fix non-ASCII JSON Reader bug (#7086) - Chore: change PgVectorStore variable name from `sim` to `distance` for clarity (#7226) ## \[0.7.23] - 2023-08-10 ### Bug Fixes / Nits - Fixed metadata formatting with custom tempalates and inheritance (#7216) ## \[0.7.23] - 2023-08-10 ### New Features - Add “one click observability” page to docs (#7183) - Added Xorbits inference for local deployments (#7151) - Added Zep vector store integration (#7203) - feat/zep vectorstore (#7203) ### Bug Fixes / Nits - Update the default `EntityExtractor` model (#7209) - Make `ChatMemoryBuffer` pickleable (#7205) - Refactored `BaseOpenAIAgent` (#7077) ## \[0.7.22] - 2023-08-08 ### New Features - add ensemble retriever notebook (#7190) - DOCS: added local llama2 notebook (#7146) ### Bug Fixes / Nits - Fix for `AttributeError: 'OpenAIAgent' object has no attribute 'callback_manager'` by calling super constructor within `BaseOpenAIAgent` - Remove backticks from nebula queries (#7192) ## \[0.7.21] - 2023-08-07 ### New Features - Added an `EntityExtractor` for metadata extraction (#7163) ## \[0.7.20] - 2023-08-06 ### New Features - add router module docs (#7171) - add retriever router (#7166) ### New Features - Added a `RouterRetriever` for routing queries to specific retrievers (#7166) ### Bug Fixes / Nits - Fix for issue where having multiple concurrent streamed responses from `OpenAIAgent` would result in interleaving of tokens across each response stream. (#7164) - fix llms callbacks issue (args\[0] error) (#7165) ## \[0.7.19] - 2023-08-04 ### New Features - Added metadata filtering to weaviate (#7130) - Added token counting (and all callbacks) to agents and streaming (#7122) ## \[0.7.18] - 2023-08-03 ### New Features - Added `to/from_string` and `to/from_dict` methods to memory objects (#7128) - Include columns comments from db tables in table info for SQL queries (#7124) - Add Neo4j support (#7122) ### Bug Fixes / Nits - Added `Azure AD` validation support to the `AzureOpenAI` class (#7127) - add `flush=True` when printing agent/chat engine response stream (#7129) - Added `Azure AD` support to the `AzureOpenAI` class (#7127) - Update LLM question generator prompt to mention JSON markdown (#7105) - Fixed `astream_chat` in chat engines (#7139) ## \[0.7.17] - 2023-08-02 ### New Features - Update `ReActAgent` to support memory modules (minor breaking change since the constructor takes `memory` instead of `chat_history`, but the main `from_tools` method remains backward compatible.) (#7116) - Update `ReActAgent` to support streaming (#7119) - Added Neo4j graph store and query engine integrations (#7122) - add object streaming (#7117) ## \[0.7.16] - 2023-07-30 ### New Features - Chat source nodes (#7078) ## \[0.7.15] - 2023-07-29 ### Bug Fixes / Nits - anthropic api key customization (#7082) - Fix broken link to API reference in Contributor Docs (#7080) - Update vector store docs (#7076) - Update comment (#7073) ## \[0.7.14] - 2023-07-28 ### New Features - Added HotpotQADistractor benchmark evaluator (#7034) - Add metadata filter and delete support for LanceDB (#7048) - Use MetadataFilters in opensearch (#7005) - Added support for `KuzuGraphStore` (#6970) - Added `kg_triplet_extract_fn` to customize how KGs are built (#7068) ### Bug Fixes / Nits - Fix string formatting in context chat engine (#7050) - Fixed tracing for async events (#7052) - Less strict triplet extraction for KGs (#7059) - Add configurable limit to KG data retrieved (#7059) - Nebula connection improvements (#7059) - Bug fix in building source nodes for agent response (#7067) ## \[0.7.13] - 2023-07-26 ### New Features - Support function calling api for AzureOpenAI (#7041) ### Bug Fixes / Nits - tune prompt to get rid of KeyError in SubQ engine (#7039) - Fix validation of Azure OpenAI keys (#7042) ## \[0.7.12] - 2023-07-25 ### New Features - Added `kwargs` to `ComposableGraph` for the underlying query engines (#6990) - Validate openai key on init (#6940) - Added async embeddings and async RetrieverQueryEngine (#6587) - Added async `aquery` and `async_add` to PGVectorStore (#7031) - Added `.source_nodes` attribute to chat engine and agent responses (#7029) - Added `OpenInferenceCallback` for storing generation data in OpenInference format (#6998) ### Bug Fixes / Nits - Fix achat memory initialization for data agents (#7000) - Add `print_response_stream()` to agengt/chat engine response class (#7018) ### Bug Fixes / Nits - Fix achat memory initialization for data agents (#7000) - Add `print_response_stream()` to agengt/chat engine response class (#7018) ## \[v0.7.11.post1] - 2023-07-20 ### New Features - Default to pydantic question generation when possible for sub-question query engine (#6979) ### Bug Fixes / Nits - Fix returned order of messages in large chat memory (#6979) ## \[v0.7.11] - 2023-07-19 ### New Features - Added a `SentenceTransformerRerank` node post-processor for fast local re-ranking (#6934) - Add numpy support for evaluating queries in pandas query engine (#6935) - Add metadata filtering support for Postgres Vector Storage integration (#6968) - Proper llama2 support for agents and query engines (#6969) ### Bug Fixes / Nits - Added `model_name` to LLMMetadata (#6911) - Fallback to retriever service context in query engines (#6911) - Fixed `as_chat_engine()` ValueError with extra kwargs (#6971 ## \[v0.7.10.post1] - 2023-07-18 ### New Features - Add support for Replicate LLM (vicuna & llama 2!) ### Bug Fixes / Nits - fix streaming for condense chat engine (#6958) ## \[v0.7.10] - 2023-07-17 ### New Features - Add support for chroma v0.4.0 (#6937) - Log embedding vectors to callback manager (#6962) ### Bug Fixes / Nits - add more robust embedding timeouts (#6779) - improved connection session management on postgres vector store (#6843) ## \[v0.7.9] - 2023-07-15 ### New Features - specify `embed_model="local"` to use default local embbeddings in the service context (#6806) - Add async `acall` endpoint to `BasePydanticProgram` (defaults to sync version). Implement for `OpenAIPydanticProgram` ### Bug Fixes / Nits - fix null metadata for searching existing vector dbs (#6912) - add module guide docs for `SimpleDirectoryReader` (#6916) - make sure `CondenseQuestionChatEngine` streaming chat endpoints work even if not explicitly setting `streaming=True` in the underlying query engine. ## \[v0.7.8] - 2023-07-13 ### New Features - Added embedding speed benchmark (#6876) - Added BEIR retrieval benchmark (#6825) ### Bug Fixes / Nits - remove toctrees from deprecated\_terms (#6895) - Relax typing dependencies (#6879) - docs: modification to evaluation notebook (#6840) - raise error if the model does not support functions (#6896) - fix(bench embeddings): bug not taking into account string length (#6899)x ## \[v0.7.7] - 2023-07-13 ### New Features - Improved milvus consistency support and output fields support (#6452) - Added support for knowledge graph querying w/ cypyer+nebula (#6642) - Added `Document.example()` to create documents for fast prototyping (#6739) - Replace react chat engine to use native reactive agent (#6870) ### Bug Fixes / Nits - chore: added a help message to makefile (#6861) ### Bug Fixes / Nits - Fixed support for using SQLTableSchema context\_str attribute (#6891) ## \[v0.7.6] - 2023-07-12 ### New Features - Added sources to agent/chat engine responses (#6854) - Added basic chat buffer memory to agents / chat engines (#6857) - Adding load and search tool (#6871) - Add simple agent benchmark (#6869) - add agent docs (#6866) - add react agent (#6865) ### Breaking/Deprecated API Changes - Replace react chat engine with native react agent (#6870) - Set default chat mode to “best”: use openai agent when possible, otherwise use react agent (#6870) ### Bug Fixes / Nits - Fixed support for legacy vector store metadata (#6867) - fix chroma notebook in docs (#6872) - update LC embeddings docs (#6868) ## \[v0.7.5] - 2023-07-11 ### New Features - Add `Anthropic` LLM implementation (#6855) ### Bug Fixes / Nits - Fix indexing error in `SentenceEmbeddingOptimizer` (#6850) - fix doc for custom embedding model (#6851) - fix(silent error): Add validation to `SimpleDirectoryReader` (#6819) - Fix link in docs (#6833) - Fixes Azure gpt-35-turbo model not recognized (#6828) - Update Chatbot\_SEC.ipynb (#6808) - Rename leftover original name to LlamaIndex (#6792) - patch nested traces of the same type (#6791) ## \[v0.7.4] - 2023-07-08 ### New Features - `MetadataExtractor` - Documnent Metadata Augmentation via LLM-based feature extractors (#6764) ### Bug Fixes / Nits - fixed passing in query bundle to node postprocessors (#6780) - fixed error in callback manager with nested traces (#6791) ## \[v0.7.3] - 2023-07-07 ### New Features - Sub question query engine returns source nodes of sub questions in the callback manager (#6745) - trulens integration (#6741) - Add sources to subquestion engine (#6745) ### Bug Fixes / Nits - Added/Fixed streaming support to simple and condense chat engines (#6717) - fixed `response_mode="no_text"` response synthesizer (#6755) - fixed error setting `num_output` and `context_window` in service context (#6766) - Fix missing as\_query\_engine() in tutorial (#6747) - Fixed variable sql\_query\_engine in the notebook (#6778) - fix required function fields (#6761) - Remove usage of stop token in Prompt, SQL gen (#6782) ## \[v0.7.2] - 2023-07-06 ### New Features - Support Azure OpenAI (#6718) - Support prefix messages (e.g. system prompt) in chat engine and OpenAI agent (#6723) - Added `CBEventType.SUB_QUESTIONS` event type for tracking sub question queries/responses (#6716) ### Bug Fixes / Nits - Fix HF LLM output error (#6737) - Add system message support for langchain message templates (#6743) - Fixed applying node-postprocessors (#6749) - Add missing `CustomLLM` import under `llama_index.llms` (#6752) - fix(typo): `get_transformer_tokenizer_fn` (#6729) - feat(formatting): `black[jupyter]` (#6732) - fix(test): `test_optimizer_chinese` (#6730) ## \[v0.7.1] - 2023-07-05 ### New Features - Streaming support for OpenAI agents (#6694) - add recursive retriever + notebook example (#6682) ## \[v0.7.0] - 2023-07-04 ### New Features - Index creation progress bars (#6583) ### Bug Fixes/ Nits - Improved chat refine template (#6645) ### Breaking/Deprecated API Changes - Change `BaseOpenAIAgent` to use `llama_index.llms.OpenAI`. Adjust `chat_history` to use `List[ChatMessage]]` as type. - Remove (previously deprecated) `llama_index.langchain_helpers.chain_wrapper` module. - Remove (previously deprecated) `llama_index.token_counter.token_counter` module. See [migration guide](/how_to/callbacks/token_counting_migration.html) for more details on new callback based token counting. - Remove `ChatGPTLLMPredictor` and `HuggingFaceLLMPredictor`. See [migration guide](/how_to/customization/llms_migration_guide.html) for more details on replacements. - Remove support for setting `cache` via `LLMPredictor` constructor. - Update `BaseChatEngine` interface: - adjust `chat_history` to use `List[ChatMessage]]` as type - expose `chat_history` state as a property - support overriding `chat_history` in `chat` and `achat` endpoints - Remove deprecated arguments for `PromptHelper`: `max_input_size`, `embedding_limit`, `max_chunk_overlap` - Update all notebooks to use native openai integration (#6696) ## \[v0.6.38] - 2023-07-02 ### New Features - add optional tqdm progress during index creation (#6583) - Added async support for “compact” and “refine” response modes (#6590) - \[feature]add transformer tokenize functionalities for optimizer (chinese) (#6659) - Add simple benchmark for vector store (#6670) - Introduce `llama_index.llms` module, with new `LLM` interface, and `OpenAI`, `HuggingFaceLLM`, `LangChainLLM` implementations. (#6615) - Evaporate pydantic program (#6666) ### Bug Fixes / Nits - Improve metadata/node storage and retrieval for RedisVectorStore (#6678) - Fixed node vs. document filtering in vector stores (#6677) - add context retrieval agent notebook link to docs (#6660) - Allow null values for the ‘image’ property in the ImageNode class and se… (#6661) - Fix broken links in docs (#6669) - update milvus to store node content (#6667) ## \[v0.6.37] - 2023-06-30 ### New Features - add context augmented openai agent (#6655) ## \[v0.6.36] - 2023-06-29 ### New Features - Redis support for index stores and docstores (#6575) - DuckDB + SQL query engine notebook (#6628) - add notebook showcasing deplot data loader (#6638) ### Bug Fixes / Nits - More robust JSON parsing from LLM for `SelectionOutputParser` (#6610) - bring our loaders back in line with llama-hub (#6630) - Remove usage of SQLStructStoreIndex in notebooks (#6585) - MD reader: remove html tags and leave linebreaks alone (#6618) - bump min langchain version to latest version (#6632) - Fix metadata column name in postgres vector store (#6622) - Postgres metadata fixes (#6626, #6634) - fixed links to dataloaders in contribution.md (#6636) - fix: typo in docs in creating custom\_llm huggingface example (#6639) - Updated SelectionOutputParser to handle JSON objects and arrays (#6610) - Fixed docstring argument typo (#6652) ## \[v0.6.35] - 2023-06-28 - refactor structured output + pydantic programs (#6604) ### Bug Fixes / Nits - Fix serialization for OpenSearch vector stores (#6612) - patch docs relationships (#6606) - Bug fix for ignoring directories while parsing git repo (#4196) - updated Chroma notebook (#6572) - Backport old node name (#6614) - Add the ability to change chroma implementation (#6601) ## \[v0.6.34] - 2023-06-26 ### Patch Update (v0.6.34.post1) - Patch imports for Document obj for backwards compatibility (#6597) ### New Features - New `TextNode`/`Document` object classes based on pydantic (#6586) - `TextNode`/`Document` objects support metadata customization (metadata templates, exclude metadata from LLM or embeddings) (#6586) - Nodes no longer require flat metadata dictionaries, unless the vector store you use requires it (#6586) ### Bug Fixes / Nits - use `NLTK_DATA` env var to control NLTK download location (#6579) - \[discord] save author as metadata in group\_conversations.py (#6592) - bs4 -> beautifulsoup4 in requirements (#6582) - negate euclidean distance (#6564) - add df output parser notebook link to docs (#6581) ### Breaking/Deprecated API Changes - `Node` has been renamed to `TextNode` and is imported from `llama_index.schema` (#6586) - `TextNode` and `Document` must be instantiated with kwargs: `Document(text=text)` (#6586) - `TextNode` (fka `Node`) has a `id_` or `node_id` property, rather than `doc_id` (#6586) - `TextNode` and `Document` have a metadata property, which replaces the extra\_info property (#6586) - `TextNode` no longer has a `node_info` property (start/end indexes are accessed directly with `start/end_char_idx` attributes) (#6586) ## \[v0.6.33] - 2023-06-25 ### New Features - Add typesense vector store (#6561) - add df output parser (#6576) ### Bug Fixes / Nits - Track langchain dependency via bridge module. (#6573) ## \[v0.6.32] - 2023-06-23 ### New Features - add object index (#6548) - add SQL Schema Node Mapping + SQLTableRetrieverQueryEngine + obj index fixes (#6569) - sql refactor (NLSQLTableQueryEngine) (#6529) ### Bug Fixes / Nits - Update vector\_stores.md (#6562) - Minor `BaseResponseBuilder` interface cleanup (#6557) - Refactor TreeSummarize (#6550) ## \[v0.6.31] - 2023-06-22 ### Bug Fixes / Nits - properly convert weaviate distance to score (#6545) - refactor tree summarize and fix bug to not truncate context (#6550) - fix custom KG retrieval notebook nits (#6551) ## \[v0.6.30] - 2023-06-21 ### New Features - multi-selector support in router query engine (#6518) - pydantic selector support in router query engine using OpenAI function calling API (#6518) - streaming response support in `CondenseQuestionChatEngine` and `SimpleChatEngine` (#6524) - metadata filtering support in `QdrantVectorStore` (#6476) - add `PGVectorStore` to support postgres with pgvector (#6190) ### Bug Fixes / Nits - better error handling in the mbox reader (#6248) - Fix blank similarity score when using weaviate (#6512) - fix for sorted nodes in `PrevNextNodePostprocessor` (#6048) ### Breaking/Deprecated API Changes - Refactor PandasQueryEngine to take in df directly, deprecate PandasIndex (#6527) ## \[v0.6.29] - 2023-06-20 ### New Features - query planning tool with OpenAI Function API (#6520) - docs: example of kg+vector index (#6497) - Set context window sizes for Cohere and AI21(J2 model) (#6485) ### Bug Fixes / Nits - add default input size for Cohere and AI21 (#6485) - docs: replace comma with colon in dict object (#6439) - extra space in prompt and error message update (#6443) - \[Issue 6417] Fix prompt\_templates docs page (#6499) - Rip out monkey patch and update model to context window mapping (#6490) ## \[v0.6.28] - 2023-06-19 ### New Features - New OpenAI Agent + Query Engine Cookbook (#6496) - allow recursive data extraction (pydantic program) (#6503) ### Bug Fixes / Nits - update mongo interface (#6501) - fixes that we forgot to include for openai pydantic program (#6503) (#6504) - Fix github pics in Airbyte notebook (#6493) ## \[v0.6.27] - 2023-06-16 ### New Features - Add node doc\_id filtering to weaviate (#6467) - New `TokenCountingCallback` to customize and track embedding, prompt, and completion token usage (#6440) - OpenAI Retrieval Function Agent (#6491) ### Breaking/Deprecated API Changes - Deprecated current token tracking (llm predictor and embed model will no longer track tokens in the future, please use the `TokenCountingCallback` (#6440) - Add maximal marginal relevance to the Simple Vector Store, which can be enabled as a query mode (#6446) ### Bug Fixes / Nits - `as_chat_engine` properly inherits the current service context (#6470) - Use namespace when deleting from pinecone (#6475) - Fix paths when using fsspec on windows (#3778) - Fix for using custom file readers in `SimpleDirectoryReader` (#6477) - Edit MMR Notebook (#6486) - FLARE fixes (#6484) ## \[v0.6.26] - 2023-06-14 ### New Features - Add OpenAIAgent and tutorial notebook for “build your own agent” (#6461) - Add OpenAIPydanticProgram (#6462) ### Bug Fixes / Nits - Fix citation engine import (#6456) ## \[v0.6.25] - 2023-06-13 ### New Features - Added FLARE query engine (#6419). ## \[v0.6.24] - 2023-06-12 ### New Features - Added better support for vector store with existing data (e.g. allow configurable text key) for Pinecone and Weaviate. (#6393) - Support batched upsert for Pineone (#6393) - Added initial [guidance](https://github.com/microsoft/guidance/) integration. Added `GuidancePydanticProgram` for generic structured output generation and `GuidanceQuestionGenerator` for generating sub-questions in `SubQuestionQueryEngine` (#6246). ## \[v0.6.23] - 2023-06-11 ### Bug Fixes / Nits - Remove hardcoded chunk size for citation query engine (#6408) - Mongo demo improvements (#6406) - Fix notebook (#6418) - Cleanup RetryQuery notebook (#6381) ## \[v0.6.22] - 2023-06-10 ### New Features - Added `SQLJoinQueryEngine` (generalization of `SQLAutoVectorQueryEngine`) (#6265) - Added support for graph stores under the hood, and initial support for Nebula KG. More docs coming soon! (#2581) - Added guideline evaluator to allow llm to provide feedback based on user guidelines (#4664) - Added support for MongoDB Vector stores to enable Atlas knnbeta search (#6379) - Added new CitationQueryEngine for inline citations of sources in response text (#6239) ### Bug Fixes - Fixed bug with `delete_ref_doc` not removing all metadata from the docstore (#6192) - FIxed bug with loading existing QDrantVectorStore (#6230) ### Miscellaneous - Added changelog officially to github repo (#6191) ## \[v0.6.21] - 2023-06-06 ### New Features - SimpleDirectoryReader has new `filename_as_id` flag to automatically set the doc\_id (useful for `refresh_ref_docs()`) - DocArray vector store integration - Tair vector store integration - Weights and Biases callback handler for tracing and versioning indexes - Can initialize indexes directly from a vector store: `index = VectorStoreIndex.from_vector_store(vector_store=vector_store)` ### Bug Fixes - Fixed multimodal notebook - Updated/fixed the SQL tutorial in the docs ### Miscellaneous - Minor docs updates - Added github pull-requset templates - Added github issue-forms ## \[v0.6.20] - 2023-06-04 ### New Features - Added new JSONQueryEngine that uses JSON schema to deliver more accurate JSON query answers - Metadata support for redis vector-store - Added Supabase vector store integration ### Bug Fixes - Fixed typo in text-to-sql prompt ### Breaking/Deprecated API Changes - Removed GPT prefix from indexes (old imports/names are still supported though) ### Miscellaneous - Major docs updates, brought important modules to the top level ## \[v0.6.19] - 2023-06-02 ### New Features - Added agent tool abstraction for llama-hub data loaders ### Miscellaneous - Minor doc updates ## \[v0.6.18] - 2023-06-02 ### Miscellaneous - Added `Discover LlamaIndex` video series to the tutorials docs section - Minor docs updates