{"uid":"cap_z2f4fWwNpQgm3otr9Ipgc","slug":"pagos-andreax-dev-text-topic-classifier-69f8009d","name":"pagos.andreax.dev Text Topic Classifier","description":"Clasifica un texto por tema/categoría. Alto volumen para enrutar/etiquetar. input=texto.","url":"https://pagos.andreax.dev/api/taller/peaje/clasificar-tema","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":["input"],"properties":{"input":{"type":"string","description":"texto"}}}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object"}}}}},"responseSchema":null,"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_eNIHiFn-3u1ib9Ddl0KO_","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":"Classifies a text string into a topic or category for routing, labeling, or filtering at high volume.","exampleAgentPrompt":"Can you classify this text by topic: 'Our server keeps crashing every time we deploy a new build and we need urgent help from the infrastructure team'?","exampleUseCases":[{"title":"Customer support ticket routing","prompt":"Classify this support message so we know which team to send it to: 'My invoice shows double charges for last month and I need a refund immediately.'"},{"title":"News article topic tagging","prompt":"What topic or category does this news snippet fall under: 'The central bank raised interest rates by 25 basis points in response to rising inflation pressures'?"},{"title":"User feedback categorization","prompt":"I have a batch of user comments coming in — can you classify this one by theme: 'The onboarding tutorial was confusing and I couldn't figure out how to connect my calendar'?"}],"resultDescription":"Returns the detected topic or category for the input text, enabling downstream routing, labeling, or filtering logic.","failureModes":["Missing 'input' query parameter returns a validation error","Empty or very short text may produce a low-confidence or generic category","Ambiguous multi-topic text may be classified under only the dominant theme","Rate limiting or payment failures may return 402 or 429 HTTP errors"],"whenToPreferThis":"Choose this endpoint when you need fast, high-volume topic/category classification of text strings for routing or labeling pipelines. Prefer it over general-purpose LLM inference when you want a lightweight, cost-effective ($0.002/call) classification without the overhead of a full generative response. Use it alongside the sibling sentiment classifier when you need both sentiment and topic labels simultaneously.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T06:38:24.939Z","isFirstParty":false}