{"uid":"cap_adOL-UqKHrjjkqpcpyMVI","slug":"gedx402-llama-3-2-11b-vision-187e1d51","name":"GEDX402 Llama 3.2 11B Vision","description":"x402 workers ai. pay with usdc on base, polygon, arbitrum, world, or solana. no api keys.","url":"https://media.gedx402.com/v1/vision/llama-3.2-11b","method":"GET","headers":{},"bodySchema":{"type":"object","properties":{"image":{"type":"string","description":"Base64-encoded image for multimodal input."},"prompt":{"type":"string","description":"Optional question or instruction about the image."},"max_tokens":{"type":"integer","description":"Maximum tokens in the vision model response."}}},"responseSchema":{"type":"json","example":{"description":"A sunset over mountains."}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.884","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":"$0.884/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.884","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.884","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_WjP5hMA367889l6X3rg1O","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.884","costPer":"request","priority":0,"asset":null,"unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Runs the Llama 3.2 11B multimodal vision model on a base64-encoded image, answering questions or following instructions about its contents","exampleAgentPrompt":"Look at this base64-encoded image of a mountain landscape and describe what you see in detail — use up to 300 tokens for the response.","exampleUseCases":[{"title":"Automated product listing photo analyzer","prompt":"I've got a bunch of product photos from our inventory that need descriptions for the listings. Can you analyze each image and write a natural, engaging product description that highlights what's visible — colors, materials, condition, anything a buyer would want to know?"},{"title":"Security camera incident investigation","prompt":"We had some activity flagged by our security system last night. Can you look at these camera frames and tell me exactly what happened — who or what was in the area, what they were doing, and whether anything looks suspicious or out of the ordinary?"},{"title":"Document and receipt data extraction","prompt":"I need to process a batch of receipts and invoices from our suppliers. Go through each image and pull out the key details — vendor name, total amount, date, and any line items you can make out — then summarize what each one is for."}],"resultDescription":"A JSON object with a 'description' field containing the model's natural language response about the image, e.g. {\"description\": \"A sunset over mountains.\"}","failureModes":["Invalid or malformed base64 image string returns an error","Image too large or unsupported format causes processing failure","Payment not completed or insufficient USDC balance results in 402 response","max_tokens set too low truncates the response mid-sentence","Prompt not relevant to image may yield generic or hallucinated output"],"whenToPreferThis":"Choose this endpoint when you need a capable open-weights vision-language model (Llama 3.2 11B) with no API key setup, paying per-call in USDC via the x402 protocol on Base, Polygon, Arbitrum, World, or Solana. Ideal for crypto-native agents or workflows that already handle x402 payments and need image understanding without managing API credentials.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-15T00:42:39.058Z","isFirstParty":false}