{"uid":"cap_hBXHbOlQmNutO17d4yrTZ","slug":"fastapi-online-urgency-classifier-e752a543","name":"fastapi.online — Urgency Classifier","description":"Chat, embeddings, OCR, speech-to-text, image editing, image understanding (captioning/Q&A), text-to-speech, translation, writing tools, classification tools, developer tools, local utilities, format/checksum validators, encoding & crypto utilities, date/time calculators, geo/coordinate math, math & finance calculators, novelty tools, and business/social writing generators — 179 endpoints in all, across multiple specialized self-hosted models. Pay per call with crypto — no signup — or get an API key.","url":"https://api.fastapi.online/urgency-classify","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"text":{"type":"string","maxLength":8000,"minLength":1}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.001","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":"$0.001/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.001","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.001","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_Jv_dmQCCbvoy0uJcbjQGf","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.001","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Classifies input text by urgency level using a self-hosted AI model, returning an urgency category or score","exampleAgentPrompt":"Can you classify the urgency of this message: 'Our production server is down and customers cannot place orders — we need help immediately!'","exampleUseCases":[{"title":"Support ticket triage automation","prompt":"Classify the urgency of this support ticket so I know whether to escalate it immediately: 'The payment gateway has been failing for all users for the past 30 minutes.'"},{"title":"Email inbox prioritization","prompt":"How urgent is this email I just received? 'Hi, I was wondering if you had any updates on the proposal we discussed last month — no rush, just checking in.'"},{"title":"Alert severity triage","prompt":"I need to know if this monitoring alert is urgent: 'Disk usage on server db-prod-01 is at 95% and climbing.' Tell me the urgency level so I can decide whether to wake someone up."}],"resultDescription":"Returns an urgency classification for the submitted text — likely a label (e.g. low, medium, high, critical) and possibly a confidence score or numeric urgency value, indicating how time-sensitive or critical the content is.","failureModes":["Text field missing or empty — validation error returned","Text exceeds 8000 character limit — request rejected","Model inference failure — 500 error from self-hosted backend","Payment not provided or insufficient — 402 Payment Required","Ambiguous or context-free text may yield low-confidence or inaccurate urgency classification"],"whenToPreferThis":"Choose this endpoint when you need a cheap, no-signup, pay-per-call urgency classification for individual text snippets — particularly useful for real-time triage of support tickets, alerts, emails, or messages. Prefer it over heavier NLP pipelines when you only need an urgency label and cost efficiency matters. Well-suited for agentic workflows that process high volumes of short-to-medium text items and need to route or prioritize them automatically.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-15T01:11:14.615Z","isFirstParty":false}