{"uid":"cap_YukT0YL73J7XfxgYYhI5E","slug":"pagos-andreax-dev-vision-llava-e2c0c81d","name":"pagos.andreax.dev Vision (LLaVA)","description":"Visión por computador: describe o analiza el contenido de una imagen con un modelo multimodal LOCAL (llava). Para agentes que necesitan 'ver' (describir escenas, leer diagramas, clasificar imágenes). Sube la imagen por multipart o como 'archivo_b64'; 'input' = la pregunta o instrucción sobre la imagen.","url":"https://pagos.andreax.dev/api/taller/peaje/vision","method":"GET","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","required":["type","method"],"properties":{"type":{"type":"string","const":"http"},"method":{"enum":["GET","HEAD","DELETE"],"type":"string"},"queryParams":{"type":"object","required":["archivo_b64"],"properties":{"input":{"type":"string","description":"Qué quieres saber de la imagen"},"archivo_b64":{"type":"string","description":"Imagen en base64 (o subir 'archivo' por multipart)"}}}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object"}}}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.08","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":"$0.008/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.008","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.008","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_cysZhpcNfhxjmYMm4M7tP","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.008","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Analyzes or describes the content of an image using a local multimodal LLM (LLaVA), answering a user-specified question about the image","exampleAgentPrompt":"Look at this image (here's the base64-encoded data) and tell me: what objects are visible in the scene and is there any readable text?","exampleUseCases":[{"title":"Describe a photo for accessibility","prompt":"I have a base64-encoded image of a street scene — can you describe everything visible in it in plain language, including any text or signs you can see?"},{"title":"Read a technical diagram","prompt":"Here's a base64 image of a network architecture diagram. Can you explain what components are shown and how they connect to each other?"},{"title":"Classify uploaded product image","prompt":"I've got a base64-encoded product photo — can you tell me what category of item this is and describe its main visual features?"}],"resultDescription":"A natural language response generated by the LLaVA multimodal model answering the user's question about the image — this may include scene descriptions, object identification, text transcription from the image, classification labels, or any other visual analysis the model infers from the image content.","failureModes":["Missing 'archivo_b64' parameter returns an error — the base64 image is required","Malformed or non-image base64 data causes model failure or garbage output","Very large images may exceed payload limits or cause slow response","Ambiguous or missing 'input' question may yield a generic description rather than targeted analysis","Local model (LLaVA) may produce hallucinations or inaccurate readings on complex diagrams","Payment (x402) not provided or insufficient USDC balance causes 402 response"],"whenToPreferThis":"Choose this endpoint when you need a locally-run, privacy-respecting multimodal image analysis that does not send data to cloud vision APIs. It is ideal for agents that need to 'see' — describing scenes, reading diagrams, classifying images — at a low per-call cost of $0.008 USDC. Prefer this over text-only endpoints when the input is an image rather than text, and over cloud vision APIs when cost, latency, or data-residency concerns apply.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T06:46:24.521Z","isFirstParty":false}