{"uid":"cap_u64Ri3dkJAHaeraYzEhX2","slug":"aayat-ai-text-embeddings-5462d267","name":"Aayat AI Text Embeddings","description":"Text embeddings for semantic search, clustering and RAG: 1024-dimension multilingual vectors (BGE-M3, 100+ languages). POST JSON {\"input\": [\"first text\", \"second text\"]} (up to 32 texts of 8,000 characters) or {\"text\": \"one text\"}. One price per call, however many texts. No API key needed.","url":"https://aayatai.com/embeddings?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"text":{"type":"string","maxLength":8000,"description":"A single text to embed (instead of input)."},"input":{"type":"array","items":{"type":"string","maxLength":8000},"maxItems":32,"description":"Texts to embed."}}},"responseSchema":{"type":"json","example":{"model":"@cf/baai/bge-m3","dimensions":1024,"embeddings":[[0.012,-0.034,0.056],[0.021,-0.011,0.047]]}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.002","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","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":"$0.002/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_JMIszyZUBhJuUJm1sksG9","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.002","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Generates 1024-dimension multilingual text embeddings using BGE-M3 for semantic search, clustering, and RAG pipelines","exampleAgentPrompt":"Turn these product descriptions into 1024-dimension embeddings so I can store them in my vector database for semantic search: 'Noise-cancelling wireless headphones with 30hr battery' and 'Lightweight running shoes with carbon fiber plate'.","exampleUseCases":[{"title":"RAG pipeline document indexing","prompt":"I'm building a retrieval-augmented generation system — embed these three chunks from my knowledge base so I can store them in Pinecone: 'Our refund policy allows returns within 30 days', 'Shipping takes 3-5 business days', 'Contact support at help@example.com'."},{"title":"Multilingual semantic search","prompt":"I have a user query in French — 'Quels sont les meilleurs restaurants à Paris?' — can you generate a BGE-M3 embedding for it so I can do a semantic search across my multilingual restaurant database?"},{"title":"Clustering customer feedback","prompt":"Embed these five customer reviews so I can cluster them by topic: 'Great battery life', 'Arrived damaged in the box', 'Setup was super easy', 'The screen is too dim', 'Packed really well for shipping'."}],"resultDescription":"Returns a JSON object with the model name (@cf/baai/bge-m3), the embedding dimensionality (1024), and an array of float arrays — one 1024-element vector per input text — suitable for insertion into vector stores or cosine similarity computation.","failureModes":["Input array exceeds 32 texts — API rejects with error","Individual text exceeds 8,000 characters — may be truncated or rejected","Payment of 0.002 USDC not attached or fails — 402 Payment Required response","Neither 'text' nor 'input' field provided — malformed request error","Network timeout for large batches of long texts"],"whenToPreferThis":"Choose this endpoint when you need high-quality multilingual embeddings (100+ languages) at a flat per-call price regardless of batch size, making it cost-efficient for batches of up to 32 texts. Prefer it over OpenAI or Cohere embedding APIs when you want no API key setup, x402 micropayment billing, and BGE-M3 quality at a predictable $0.002/call flat rate.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-02T00:46:15.220Z","isFirstParty":false,"canonicalSlug":"aayat-ai-text-embeddings-5462d267"}