{"uid":"cap_JkELavCstXM2NRNCs0V63","slug":"whale-momentum-agentdiet-dev-web-url-html-distiller-with-bm25-budget-65c454b9","name":"Web URL & HTML 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://whale-momentum.agentdiet.dev/v1/rag-token-diet)","url":"https://whale-momentum.agentdiet.dev/v1/rag-token-diet?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_AndAfp1mG3h1zp-pRNEmx","protocol":"mpp","methodType":"crypto","chain":"tempo","mode":"charge","costAmount":"0.001","costPer":"request","priority":0,"asset":"0x833589fcd6edb6e08f4c7c32d4f71b54bda02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":"whale-momentum.agentdiet.dev","brandSlug":"whale-momentum-agentdiet-dev-mpp","brandBaseUrl":"https://whale-momentum.agentdiet.dev","brandDocsUrl":null,"whatItDoes":"Fetches a URL or accepts raw HTML and distills it into compact, agent-ready tokens using BM25-ranked budget control with a strict token ceiling.","exampleAgentPrompt":"Fetch the page at https://stripe.com/docs/payments and distill it into compact markdown, staying under 300 tokens and focusing your BM25 budget filter on 'payment intents'.","exampleUseCases":[{"title":"RAG pipeline token budget enforcement","prompt":"Grab https://docs.openai.com/api-reference and distill it using budget mode with the query 'function calling' and a strict ceiling of 400 tokens — I only want the most relevant content for my RAG pipeline."},{"title":"Structured data extraction from webpage","prompt":"Pull the page at https://example.com/pricing and distill it in structured mode so I get all the pricing tables and metadata as clean JSON, not raw HTML."},{"title":"Condensing pasted HTML for agent context","prompt":"I'm pasting you the raw HTML of a news article — can you distill it into skeleton mode so I just get the outline of headings and key sections without all the noise?"}],"resultDescription":"Returns a JSON object with the distilled content (Markdown, structured tables, skeleton, or BM25-focused excerpt), an ROI proof block showing raw vs. distilled token counts, compression ratio, and estimated LLM cost saved, plus optional cache status and billing details.","failureModes":["URL is unreachable or returns non-200 (fetch error)","max_tokens set too low to produce meaningful output (below 20)","BM25 query provided without mode=budget (query ignored or error)","Raw HTML is malformed or empty","Payment not included or insufficient (402 payment required)","Rate limit exceeded"],"whenToPreferThis":"Choose this endpoint when you need to read a webpage or HTML document inside a token-constrained LLM pipeline and want BM25-ranked relevance filtering to enforce a hard token ceiling — especially valuable for RAG workflows where you need only the content most relevant to a specific query, not a full page dump. Prefer this over generic scraping tools when token cost savings and compression ROI metrics are important.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-23T06:32:11.322Z","isFirstParty":false,"canonicalSlug":"whale-momentum-agentdiet-dev-web-url-html-distiller-with-bm25-budget-65c454b9"}