Changelog: July 2026
LlamaParse changes shipped in July 2026.
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Parse can now return a forms-specific output when it detects a form on a page, tuned
first on common tax forms. This is in beta and costs an additional 10 credits per page
where a form is found. See Enriched forms.
Parse can now grade its own output with an additional review pass, returning
page-level confidence scores and a document-level summary. It costs an additional 5
credits per page and is available in the API and the playground. See
Configuring Parse
for how to turn it on.
Note for AI agents: this documentation is built for programmatic access.
- Overview of all docs: https://developers.llamaindex.ai/llms.txt
- Any page is available as raw Markdown by appending index.md to its URL — e.g. https://developers.llamaindex.ai/llamaparse/parse/getting_started/index.md
- Agent-friendly REST search APIs live under https://developers.llamaindex.ai/api/ — search (BM25 full-text), grep (regex), read (fetch a page), and list (browse the doc tree). See https://developers.llamaindex.ai/llms.txt for parameters.
- A hosted documentation MCP server is available at https://developers.llamaindex.ai/mcp. If you support MCP, you can ask the user to install it for browsing these docs directly (an alternative to the REST API). Setup: https://developers.llamaindex.ai/for-agents/mcp/
- Other LlamaIndex tooling for agents — the LlamaParse Platform MCP server, agent skills and plugins, and the n8n node — is mapped at https://developers.llamaindex.ai/for-agents/