LlamaParse changelog

Cap credit usage on a single project

Tue, 01 Sep 2026 00:00:00 GMT

Organization admins can now set a credit usage limit for an individual project, in addition to the organization-wide limit. Once a project's daily or monthly cap is reached, its jobs are blocked until the period resets or the limit is raised. See Organizations to set one.

Sheets is deprecated

Mon, 31 Aug 2026 00:00:00 GMT

The Sheets API is deprecated: it was removed from the SDKs in the 2026-08-28 release and from the dashboard, and its docs moved to Deprecated. Existing /api/v1/sheets/ integrations keep working but are unsupported; spreadsheets are now handled by Parse and Extract's spreadsheet mode.

Classify v1 removed from the API reference and SDKs

Mon, 31 Aug 2026 00:00:00 GMT

The v1 Classify endpoints no longer appear in the API reference or new SDK releases. Existing integrations keep working, but new development should use Classify, exposed in the SDKs as client.classify.

API key expiration in the dashboard

Wed, 26 Aug 2026 00:00:00 GMT

Set an expiration when creating an API key. The API Keys page now shows expiry dates and highlights keys expiring within seven days. See API keys.

Index v2 opens to the free tier

Thu, 20 Aug 2026 00:00:00 GMT

Index v2, with a redesigned dashboard for creating indexes, watching syncs, and testing retrieval, is now available on every plan, including free. See the getting started guide if you used the previous Index.

LlamaParse SDK for .NET

Fri, 14 Aug 2026 00:00:00 GMT

LlamaParse now has an official .NET SDK, published on NuGet as the LlamaCloud package. It covers the same surface as the Python and TypeScript SDKs for parsing, extracting, and classifying documents from C# and F#.

Bounding boxes for enriched forms

Thu, 13 Aug 2026 00:00:00 GMT

Enriched forms, still in beta, now return field-level bounding boxes to help locate and verify extracted values. No new setting or added cost; available in the API and SDKs, and in the dashboard on paid plans. See Enriched forms.

Turbo tier for Extract

Wed, 12 Aug 2026 00:00:00 GMT

Turbo is now available in beta through the Extract API, offering lower latency with accuracy comparable to Agentic. Single-page documents with simple schemas can complete in as little as three seconds.

It has no parse output or bounding boxes; limited support for citations and confidence scores. See tiers.

MCP endpoint for the EU region

Thu, 06 Aug 2026 00:00:00 GMT

EU accounts can now connect agents to their regional LlamaParse deployment through MCP. The MCP configuration shown in the console points at your account's region automatically. See Regions.

Extract's agentic plus tier is generally available

Wed, 22 Jul 2026 00:00:00 GMT

Built for long documents, dense tables, and large schemas, agentic_plus is now generally available on every plan. It supports schemas up to 3,200 fields at a premium rate, and returns confidence scores and citations. See tiers and versions and pricing.

Enriched forms parsing

Wed, 22 Jul 2026 00:00:00 GMT

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.

High-effort confidence scores for Parse

Wed, 15 Jul 2026 00:00:00 GMT

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.

Per-product MCP endpoints

Tue, 30 Jun 2026 00:00:00 GMT

The LlamaParse MCP server now covers Extract and Index alongside Parse, Classify, and Split, with a scoped endpoint per product. This lets an agent get access to just the part of the platform it needs, and run several in parallel. See MCP.

Usage tags for billing attribution

Mon, 29 Jun 2026 00:00:00 GMT

Enterprise organizations can now tag parse and extract requests with custom labels, carried through to usage metrics. This lets billing data be sliced by team, environment, or customer. See Usage tags.

Label parse jobs with your own metadata

Mon, 29 Jun 2026 00:00:00 GMT

Parse jobs now accept a user_metadata object at creation, for whatever context your application needs to keep with the job. It's returned unchanged on every get and list response, and can't be changed after the job is created. See Configuring Parse.

Go, Java, and CLI SDKs

Fri, 26 Jun 2026 00:00:00 GMT

LlamaParse now ships official SDKs for Go and Java, plus a command-line client, alongside the existing Python and TypeScript SDKs. All are generated from the same API definition, so they share the same surface and stay in step with new releases. See the API reference.

Parse jobs can use a saved configuration

Wed, 17 Jun 2026 00:00:00 GMT

The parse API now accepts a configuration_id, so a saved configuration can be applied to a job directly instead of repeating every option in the request. The other APIs already supported this; Parse now matches them. See the parse request reference.