New features, improvements, and fixes across LlamaParse.
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.
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.
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.
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, 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 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#.
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 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.
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.
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.
