{"uid":"cap_jQYZdlag4nEjFN7i9CuZD","slug":"defi-yield-agentdiet-dev-agentdiet-rag-token-diet-bm25-budget-web-52281d2a","name":"AgentDiet RAG Token Diet — BM25 Budget Web Distiller","description":"Distill a URL or raw HTML payload with BM25 budget control (Live x402 v2, IETF MPP & MCP endpoint at https://defi-yield.agentdiet.dev/v1/rag-token-diet)","url":"https://defi-yield.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_Wd2SPfLwk5A9gwn7WK9wX","protocol":"mpp","methodType":"crypto","chain":"tempo","mode":"charge","costAmount":"0.001","costPer":"request","priority":0,"asset":"0x833589fcd6edb6e08f4c7c32d4f71b54bda02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":"defi-yield.agentdiet.dev","brandSlug":"defi-yield-agentdiet-dev-mpp","brandBaseUrl":"https://defi-yield.agentdiet.dev","brandDocsUrl":null,"whatItDoes":"Fetches and distills a URL or raw HTML into compact Markdown, structured JSON, skeleton outline, or BM25-ranked budget excerpt within a strict token ceiling","exampleAgentPrompt":"Fetch https://docs.stripe.com/payments/payment-intents and distill it into budget mode focused on the query 'webhook event handling', capped at 800 tokens, so I can use it in my RAG pipeline without blowing the context window.","exampleUseCases":[{"title":"RAG pipeline context cost reduction","prompt":"Grab https://openai.com/pricing and distill it in budget mode with the query 'fine-tuning costs', keeping the output under 500 tokens — I need just the relevant pricing rows for my RAG retrieval step."},{"title":"Structured data extraction from product page","prompt":"Distill https://www.anthropic.com/claude into structured mode so I get the product features and pricing tiers as clean JSON tables I can parse programmatically."},{"title":"Skeleton outline of long documentation page","prompt":"Fetch https://docs.aws.amazon.com/ec2/latest/userguide/concepts.html and give me a skeleton outline of the page — just the headings and subheadings in Markdown — so I can understand the document structure before deciding what to retrieve in full."}],"resultDescription":"Returns a 'data' object containing the distilled content (Markdown text, structured JSON, skeleton headings, or BM25-ranked excerpt depending on mode), plus an 'roi_proof' block showing raw vs distilled token counts, compression ratio percentage, tokens saved, and estimated LLM cost saved in USD. Optionally includes cache hit/miss status and billing metadata.","failureModes":["URL is unreachable or returns a non-200 HTTP status — endpoint may return an error status","HTML payload is empty or malformed — distillation may return minimal or empty data","max_tokens set below 20 — rejected by schema validation","BM25 query not provided when mode=budget — may fall back to unranked distillation","Rate limit or payment failure via x402 — request blocked with 402 response","URL behind authentication wall — fetched content may be a login redirect rather than target page"],"whenToPreferThis":"Choose this endpoint when you need to reduce token consumption from web content in an LLM or RAG pipeline — especially when you have a strict context window budget (use mode=budget with a query and max_tokens), want BM25 relevance ranking to surface only the most query-relevant sections, or need structured JSON tables and metadata extracted from a URL. It is purpose-built for agent-to-agent and MCP workflows where minimizing LLM inference cost from web data is the primary constraint, and it returns an explicit roi_proof block to prove compression value.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-23T06:35:10.356Z","isFirstParty":false,"canonicalSlug":"defi-yield-agentdiet-dev-agentdiet-rag-token-diet-bm25-budget-web-52281d2a"}