ZeroReader · BGE-M3 Embeddings

Served byapi.zeroreader.com Indexed external

Generate dense text embeddings for 100+ languages using the BGE-M3 multilingual embedding model.

What it does

Generate dense text embeddings for 100+ languages using the BGE-M3 multilingual embedding model.

  • Build multilingual semantic search indexes
  • Power cross-lingual RAG pipelines
  • Cluster documents across language boundaries

Ideal buyer

Multilingual AI agents and RAG systems requiring language-agnostic text representation for search and retrieval.

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 this product description in Japanese: 高性能ワイヤレスヘッドフォン”

Endpoint request body

The JSON payload your agent sends to the endpoint.

application/json
{
  "text": "Hello world",
  "model": "bge-m3"
}

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-m3 \
  -H "Content-Type: application/json" \
  -H "X-PAYMENT: [signed_payment_envelope]" \
  -d '{"text":"Hello world","model":"bge-m3"}'

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

Last enriched:

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