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LlamaIndex·Provider documented

LlamaParse

Read complex documents for retrieval.

THE OVERVIEW

What you can build with it.

Parse documents with support for tables, charts and layout information. Use the resulting content in retrieval and research pipelines.

Parse documents
Extract tables and figures
Preserve layout information
PDFTablesDocument parsing
A CLEARER NEXT STEP

Your connection guide.

Documentation reviewedConnection not tested by ToolSkipperTask outcome not independently tested

Reviewed 13 October 2026. Choose the connection that fits your agent host. Provider instructions and limits may change.

REST v2 parse jobsREST · https
Provider endpoint
https://api.cloud.llamaindex.ai/api/v2/parse
Authentication · required

Send Authorization: Bearer with a LlamaCloud API key on creation and retrieval requests.

LlamaParse v2 REST jobs

  1. Create a parse job with file_id or source_url, tier and version.

    LlamaParse v2 REST jobs

  2. Retain the returned id, poll the job endpoint using job.status, and request results with expand.

    LlamaParse v2 REST jobs
LlamaParse v2 REST jobs

Allowances and costs

Parsing consumes credits by tier and configuration; published conversion is $1.25 per 1,000 credits.

Free access: The Free plan includes 10,000 credits per month; paid plans provide additional usage.

  • Free accounts list five concurrent parse jobs.
  • Fast tier produces spatial text rather than Markdown.
LlamaParse credit pricesLlamaParse plans and allowances

What still needs checking

  • Creation and retrieval responses use different shapes: top-level id/status versus nested job fields.
  • Supported HTML documents are not a reviewed replacement for Relay’s arbitrary-page reading workflow.
  • Documentation reviewed only; no provider account was connected and no operation or payment was executed.

Catalogue snapshot.

The listing below retains its original source evidence. The connection guide above separately documents provider options and their review date.

Listed interfacesREST
Listed authenticationAPI key
Pricing modelFree tier
Primary categoryDocument tools
Documented endpoint
https://api.cloud.llamaindex.ai/api/v2/parseCheck the provider’s setup instructions and authentication requirements before connecting.
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Know where it comes from.

This record is based on the provider’s published documentation. Source retrieval is distinct from a successful service test.

Evidence levelProvider documented
Source checked11 October 2026
SourceView provider source

Capabilities are described in the provider documentation. Relay has not connected to or tested the service.

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KEEP EXPLORING

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