ZeroReader · BGE Small Text Embeddings

Served byapi.zeroreader.com Indexed external

Generate 384-dimensional text embeddings using BGE Small EN v1.5 for semantic search and document retrieval.

What it does

Generate 384-dimensional text embeddings using BGE Small EN v1.5 for semantic search and document retrieval.

  • Power semantic search in document retrieval systems
  • Cluster similar content for recommendation engines
  • Encode text for vector database indexing

Ideal buyer

RAG applications and search systems needing cost-effective English text embeddings.

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 embeddings for: 'Machine learning models for natural language processing'”

Endpoint request body

The JSON payload your agent sends to the endpoint.

application/json
"Machine learning models for natural language processing"

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-small \
  -H "Content-Type: application/json" \
  -H "X-PAYMENT: [signed_payment_envelope]" \
  -d '"Machine learning models for natural language processing"'

Payment & settlement details

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

baseexact
$0.0010
per call
Pay-to address0xca99149c1a5959f7e5968259178f974aacc70f55
T/O: 300s asset 0x8335…2913

Price & network

Cheapest call$0.0010
Networks
base

Trust & risk

Trust tier Indexed external
Pricing sanityCheap outlierratio 0.10×
Risk flagsNo risks flagged
View JSON bundle

Indexed from facilitator discovery data

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