ZeroReader · BGE Large Text Embeddings

Served byapi.zeroreader.com Indexed external

Convert English text into high-quality vector embeddings optimized for semantic similarity and retrieval tasks.

What it does

Convert English text into high-quality vector embeddings optimized for semantic similarity and retrieval tasks.

  • Build semantic search indexes for document collections
  • Generate embeddings for RAG pipeline context retrieval
  • Cluster documents by semantic meaning for topic analysis
  • Compute text similarity scores for deduplication

Ideal buyer

AI agents and developers building RAG systems, semantic search, or text clustering pipelines needing reliable English embeddings at low cost.

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.

“Generate an embedding for 'The quick brown fox jumps over the lazy dog' to use in a semantic search index”

Endpoint request body

The JSON payload your agent sends to the endpoint.

application/json
{
  "text": "Hello world"
}

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.zeroreader.com/v1/ai/embed-bge-large \
  -H "Content-Type: application/json" \
  -H "X-PAYMENT: [signed_payment_envelope]" \
  -d '{"text":"Hello world"}'

Payment & settlement details

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

baseexact
$0.0020
per call
Pay-to address0xca99149c1a5959f7e5968259178f974aacc70f55
T/O: 300s asset 0x8335…2913

Price & network

Cheapest call$0.0020
Networks
base

Trust & risk

Trust tier Indexed external
Pricing sanityCheap vs. categoryratio 0.20×
Risk flagsNo risks flagged
View JSON bundle

Indexed from facilitator discovery data

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