{"uid":"cap_LGigp9A__-8bNr7YvuIm2","slug":"github-audit-agentdiet-dev-web-url-distillation-to-agent-ready-tokens-59b3acd7","name":"Web URL Distillation to Agent-Ready Tokens (RAG Chunk)","description":"Distill a URL or raw HTML payload with BM25 budget control (Live x402 v2, IETF MPP & MCP endpoint at https://github-audit.agentdiet.dev/v1/rag-chunk)","url":"https://github-audit.agentdiet.dev/v1/rag-chunk?utm_source=zero.xyz","method":"GET","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_arS7IxRLwT-lO0MimHLCx","protocol":"mpp","methodType":"crypto","chain":"tempo","mode":"charge","costAmount":"0.001","costPer":"request","priority":0,"asset":"0x833589fcd6edb6e08f4c7c32d4f71b54bda02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":"github-audit.agentdiet.dev","brandSlug":"github-audit-agentdiet-dev-mpp","brandBaseUrl":"https://github-audit.agentdiet.dev","brandDocsUrl":null,"whatItDoes":"Fetches and distills a web URL or raw HTML into compact, token-efficient markdown, structured JSON, skeleton outline, or BM25-focused budget excerpt for AI agent consumption.","exampleAgentPrompt":"Distill the webpage at https://stripe.com/docs/payments into compact markdown, keeping it under 800 tokens and focusing on the topic 'payment intents'.","exampleUseCases":[{"title":"Compress docs page for RAG pipeline","prompt":"Fetch and distill https://docs.openai.com/api-reference into structured JSON tables so I can slot it into my RAG pipeline without blowing my token budget."},{"title":"Budget-capped research on competitor page","prompt":"Grab https://www.anthropic.com/research, focus on the query 'constitutional AI', and give me a BM25 budget excerpt capped at 500 tokens."},{"title":"Skeleton outline of long article","prompt":"Distill https://en.wikipedia.org/wiki/Large_language_model in skeleton mode so I get just the outline and headings without all the body text."}],"resultDescription":"Returns a JSON object with a 'data' field containing the distilled content in the requested mode (markdown text, structured JSON tables/metadata, skeleton outline, or BM25 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 hit/miss status and billing details.","failureModes":["URL is unreachable or returns non-200 status — fetch fails with error status","URL contains no extractable text (e.g. pure JS SPA with no SSR) — returns empty or minimal distillation","max_tokens set too low — may return truncated or near-empty output","mode=budget without a query string — BM25 ranking has no focus, falls back to generic truncation","Raw HTML payload malformed — parser may produce garbled output","Payment not authorized (HTTP 402) — request blocked until payment fulfilled"],"whenToPreferThis":"Choose this endpoint when an AI agent needs to ingest web content but must stay within a token budget or reduce LLM costs. It is particularly well-suited for RAG pipelines that fetch live web pages, agent workflows that need structured or skeleton views of documentation, and scenarios where BM25-ranked excerpts allow focusing on a specific query topic. Prefer it over generic scraping tools when token efficiency and cost-ROI proof are important.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T07:20:37.279Z","isFirstParty":false,"canonicalSlug":"github-audit-agentdiet-dev-web-url-distillation-to-agent-ready-tokens-59b3acd7"}