{"uid":"cap_szbOaK7Hbv4tkMc2V6QJa","slug":"polymarket-odds-agentdiet-dev-web-content-distiller-with-bm25-budget-16494b1b","name":"Web Content Distiller with BM25 Budget Control","description":"Distill a URL or raw HTML payload with BM25 budget control (Live x402 v2, IETF MPP & MCP endpoint at https://polymarket-odds.agentdiet.dev/v1/token-optimizer)","url":"https://polymarket-odds.agentdiet.dev/v1/token-optimizer?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","required":["url"],"properties":{"url":{"type":"string","minLength":1,"description":"Target webpage URL to fetch and distill (or builtin://stripe-docs)"},"html":{"type":"string","description":"Optional raw HTML string to distill directly without fetching"},"mode":{"enum":["markdown","structured","skeleton","budget"],"type":"string","default":"markdown","description":"Distillation mode"},"query":{"type":"string","description":"BM25 focus query when mode=budget"},"max_tokens":{"type":"integer","minimum":20,"description":"Strict token budget ceiling when mode=budget"}}},"responseSchema":{"type":"object","required":["status","roi_proof","data"],"properties":{"data":{"type":"object","description":"Distilled Markdown, structured JSON tables/metadata, skeleton outline, or BM25 budget excerpt."},"cache":{"type":"object","properties":{"status":{"enum":["HIT","MISS"],"type":"string"},"cache_key":{"type":"string"},"latency_ms":{"type":"number"}}},"status":{"type":"string","description":"Execution status ('ok')"},"billing":{"type":"object","properties":{"agent_id":{"type":"string"},"payment_method":{"type":"string"},"fee_charged_usd":{"type":"number"}}},"roi_proof":{"type":"object","properties":{"raw_tokens":{"type":"integer"},"tokens_saved":{"type":"integer"},"roi_multiplier":{"type":"number"},"distilled_tokens":{"type":"integer"},"llm_cost_saved_usd":{"type":"number"},"compression_ratio_pct":{"type":"number"}}}}},"example":null,"exampleRequest":null,"tags":[],"displayCostAmount":"0.001","displayCostAsset":"USD","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":"mpp","network":"tempo","amountUsd":"0.001","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"mpp","network":"tempo","amountUsd":"0.001","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_p_EswBuOyPB8-RY9-pS6P","protocol":"mpp","methodType":"crypto","chain":"tempo","mode":"charge","costAmount":"0.001","costPer":"request","priority":0,"asset":"0x833589fcd6edb6e08f4c7c32d4f71b54bda02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":"polymarket-odds.agentdiet.dev","brandSlug":"polymarket-odds-agentdiet-dev-mpp","brandBaseUrl":"https://polymarket-odds.agentdiet.dev","brandDocsUrl":null,"whatItDoes":"Fetches and distills a URL or raw HTML into compact Markdown, structured JSON, skeleton outline, or a BM25-ranked token-budget excerpt","exampleAgentPrompt":"Can you distill https://stripe.com/docs/payments into clean markdown using BM25 budget mode focused on the query 'payment intents' and cap it at 500 tokens?","exampleUseCases":[{"title":"Summarize documentation on a token budget","prompt":"Distill the content at https://docs.openai.com/api-reference into budget mode, focused on the query 'function calling', and keep it under 300 tokens so I can pass it to another model cheaply."},{"title":"Convert competitor pricing page to structured data","prompt":"Fetch https://www.notion.so/pricing and extract it in structured mode so I can see their plan names, prices, and feature lists as a clean JSON table."},{"title":"Outline a long article for quick review","prompt":"Take this raw HTML from a TechCrunch article I grabbed and turn it into a skeleton outline — just the headings and key points — so I can skim it fast."}],"resultDescription":"Returns a JSON object with a 'data' field containing the distilled output (Markdown text, structured JSON tables/metadata, a skeleton outline, or a BM25-ranked excerpt), plus an 'roi_proof' object showing raw token count, distilled token count, tokens saved, compression ratio percentage, and estimated LLM cost saved in USD. Also includes optional cache status (HIT/MISS) and billing details.","failureModes":["URL is unreachable or returns non-200 — fetch error returned","HTML is malformed or empty — distillation may return minimal output","mode=budget used without a query field — BM25 ranking cannot focus","max_tokens set below content minimum — may return truncated or error response","x402 payment not provided or insufficient — 402 Payment Required returned","Rate limit exceeded — retry after backoff"],"whenToPreferThis":"Choose this endpoint when an AI agent needs to read a webpage but must stay within a strict token budget, or when reducing LLM inference costs is a priority. It is particularly well-suited for agentic pipelines that need to process many URLs without blowing up context windows. The BM25 budget mode makes it uniquely valuable when the agent has a specific question about a page and wants only the most relevant passages. Prefer it over generic scrapers when token count and cost savings need to be measured and returned as proof.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-23T06:34:25.248Z","isFirstParty":false,"canonicalSlug":"polymarket-odds-agentdiet-dev-web-content-distiller-with-bm25-budget-551b0dda"}