{"uid":"cap_AmWoiYrPYPaHL051wR6t6","slug":"gedx402-bge-m3-text-embedding-0ebd42ba","name":"GEDX402 BGE-M3 Text Embedding","description":"x402 workers ai. pay with usdc on base, polygon, arbitrum, world, or solana. no api keys.","url":"https://embed.gedx402.com/v1/embed/bge-m3","method":"GET","headers":{},"bodySchema":{"type":"object","properties":{"text":{"type":"string","description":"UTF-8 text to embed (single string)."},"texts":{"type":"array","items":{"type":"string"},"description":"Optional batch of strings to embed in one request."}}},"responseSchema":{"type":"json","example":{"data":[{"index":0,"embedding":[0.01,-0.02]}]}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.003","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"settled","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.003/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.003","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.003","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_v7COK3-AMqA3eKGhEQeQP","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.003","costPer":"request","priority":0,"asset":null,"unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Generates dense vector embeddings for text using the BGE-M3 multilingual embedding model, payable in USDC via x402 protocol with no API keys required.","exampleAgentPrompt":"Generate a BGE-M3 embedding vector for this sentence: 'The quick brown fox jumps over the lazy dog' — I want to use it for semantic similarity search in my vector database.","exampleUseCases":null,"resultDescription":"Returns a JSON object with a 'data' array containing embedding objects, each with an 'index' field and an 'embedding' field holding a float array (the dense vector representation of the input text). Supports both single string and batch inputs.","failureModes":["Payment not provided or insufficient USDC — returns HTTP 402 requiring x402 payment","Text input too long for model context window — may return a 400 or truncated result","Both 'text' and 'texts' omitted — likely returns a 400 bad request","Unsupported chain or wallet for USDC payment — payment flow fails","Network or Cloudflare Workers AI outage — returns 5xx error"],"whenToPreferThis":"Choose this endpoint when you need BGE-M3 multilingual embeddings on a pay-per-use basis with no API key registration, using USDC on Base, Polygon, Arbitrum, World, or Solana. Ideal for agents operating autonomously with crypto wallets who want to avoid subscription-based embedding APIs. Prefer over OpenAI or Cohere embeddings when decentralized, keyless access is a priority or when the BGE-M3 model's multilingual coverage is specifically needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-15T00:42:39.057Z","isFirstParty":false}