{"uid":"cap_QUlg9VfSMSDSL7cop4J4u","slug":"glianaai-tools-embed-embedding-generation-cac6a525","name":"GlianaAI tools/embed — Embedding Generation","description":"GlianaAI - pay-per-call AI, market data and identity APIs, no signup, USDC. This resource: tools/embed. Turn text into 1024-d vectors for semantic search, clustering or RAG. https://ai.glianalabs.com","url":"https://api.glianalabs.com/x402/tools/embed?utm_source=zero.xyz","method":"GET","headers":{},"bodySchema":{"type":"object","properties":{"texts":{"type":"array","description":"Array of strings to embed, one vector per entry."}}},"responseSchema":{"type":"json","example":{"tool":"tools/embed"}},"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_lM44vqjLXzCy9KPQN--0r","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 vector embeddings for text or content inputs via GlianaAI's pay-per-call API, billed in USDC with no signup required.","exampleAgentPrompt":"Use GlianaAI's embed tool to turn this paragraph into a vector embedding so I can store it in my vector database: 'The quick brown fox jumps over the lazy dog.'","exampleUseCases":[{"title":"RAG pipeline document indexing","prompt":"Embed this chunk of text so I can store it in my Pinecone index for retrieval-augmented generation: 'Our return policy allows refunds within 30 days of purchase with a valid receipt.'"},{"title":"Semantic similarity search","prompt":"Generate a vector embedding for the query 'best practices for microservices architecture' so I can find the most similar documents in my knowledge base."},{"title":"Pay-per-call embedding with no account","prompt":"I need to embed a short product description in USDC per call without creating any account — use GlianaAI's embed endpoint for: 'Ergonomic standing desk with height memory presets and cable management.'"}],"resultDescription":"Returns a JSON response with the tool name ('tools/embed') and the computed embedding vector or encoded representation for the provided input, usable directly in vector databases or similarity computations.","failureModes":["Missing required 'input' field returns a 400 validation error","Invalid method (non-GET) returns method not allowed","Payment not provided or insufficient USDC balance returns 402 Payment Required","Malformed body type enum returns schema validation error","Empty or null input body may return a processing error"],"whenToPreferThis":"Choose this endpoint when you need on-demand text embeddings with zero-signup pay-per-call billing in USDC (Tempo, Base, or Solana), especially useful for agents operating without pre-negotiated API keys or when cost needs to be metered per individual embedding request.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-22T18:46:25.315Z","isFirstParty":false,"canonicalSlug":"glianaai-tools-embed-embedding-generation-cac6a525"}