Venice AI · Document text extraction

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Parse documents to extract text content with accurate token counting for LLM context window management.

What it does

Parse documents to extract text content with accurate token counting for LLM context window management.

  • Extract text from documents for LLM ingestion
  • Calculate token counts for context window planning
  • Prepare document content for RAG pipeline ingestion

Ideal buyer

LLM applications and RAG systems needing private document parsing with precise token accounting.

Use with AXON

Run this through your governed agent wallet.

  1. 01
    Bootstrap AXON once with npx @axon402/init.
  2. 02
    Use the AXON runtime MCP tools to search_x402_services or inspect_x402_offer for this service.
  3. 03
    Quote, test-buy, then run the governed paid fetch through AXON.

Send this

Prompt for your agent

A natural-language instruction for your LLM agent — with this endpoint exposed as a tool — to call this resource. Not sent to the endpoint; the endpoint consumes the JSON body below.

Pasting this prompt into a raw ChatGPT or unconfigured agent will notexecute the paid endpoint flow. Run it through an agent with the AXON runtime / MCP tools exposed (see “Use with AXON” above) so the 402 challenge, quote, and governed fetch are handled for you.

“Extract all text from this PDF and tell me the exact token count so I know if it fits in my context window.”

Endpoint request body

The JSON payload your agent sends to the endpoint.

application/json
{
  "format": "pdf",
  "document": "[base64 encoded document]"
}

Advanced HTTP details

For integrators who need the raw protocol surface. Most agents should use AXON above instead of calling these directly.

curl fallback

curl https://api.venice.ai/api/v1/augment/text-parser \
  -H "Content-Type: application/json" \
  -H "X-PAYMENT: [signed_payment_envelope]" \
  -d '{"format":"pdf","document":"[base64 encoded document]"}'

Payment & settlement details

Raw on-chain settlement parameters. AXON above handles these automatically through quote / test-buy / governed fetch.

baseexact
$10.00
per call
Pay-to address0x2670b922ef37c7df47158725c0cc407b5382293f
T/O: 300s asset 0x8335…2913

Price & network

Cheapest call$10.00
Networks
base

Trust & risk

Trust tier Indexed external
Pricing sanityExpensive outlierratio 500.00×
Risk flagsNo risks flagged
View JSON bundle

Indexed from facilitator discovery data

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