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Web URL Distiller with BM25 Budget Control
Web URL Distiller with BM25 Budget Control is a paid API for AI agents from llms-generator.agentdiet.dev, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-21).
Fetches a web URL or raw HTML and distills it into compact, agent-ready Markdown, structured JSON, skeleton outlines, or BM25-focused token-budget excerpts
Price / call$0.001
Success—
StatusUnknown
How this service works
Distill a URL or raw HTML payload with BM25 budget control (Live x402 v2, IETF MPP & MCP endpoint at https://llms-generator.agentdiet.dev/v1/docs-to-markdown)
Output
Returns a JSON object with a 'data' field containing the distilled content (Markdown text, structured JSON tables/metadata, skeleton outline, or BM25-focused excerpt depending on mode), plus an 'roi_proof' object showing raw_tokens, distilled_tokens, tokens_saved, compression_ratio_pct, and llm_cost_saved_usd, and an optional 'cache' object indicating whether the result was a cache HIT or MISS with latency.
Example use cases
Compress API docs for agent context
“Take the OpenAI API reference at https://platform.openai.com/docs/api-reference and distill it into clean markdown so I can include it in my agent's context without blowing up the token limit.”
BM25-focused excerpt from long page
“Fetch https://docs.aws.amazon.com/lambda/latest/dg/welcome.html and extract only the parts relevant to 'cold start latency' in budget mode, capped at 500 tokens.”
Structured data extraction from webpage
“Pull the pricing table from https://vercel.com/pricing and distill it into structured JSON so I can compare plans programmatically.”
Technical details
Endpoint
GEThttps://llms-generator.agentdiet.dev/v1/docs-to-markdown?utm_source=zero.xyzWhen to prefer
Use this endpoint when an AI agent needs to read or reference a live web page or documentation but must stay within a tight token budget. It is especially valuable over generic scraping tools because it offers BM25-ranked excerpt mode (returning only the most query-relevant tokens), multiple output modes (markdown, structured, skeleton, budget), and built-in ROI reporting showing exactly how many tokens were saved. Prefer it when you need to inject third-party documentation, pricing pages, or technical references into an LLM prompt without overwhelming the context window.
Side effects
- Invalid or unreachable URL returns an error status
- Missing required 'url' parameter causes a 400-style validation error
- mode=budget without a 'query' or 'max_tokens' may return unfiltered content
- Raw HTML too large may hit processing limits
- Paywalled or bot-protected pages may return empty or partial content
- x402 payment failure halts the request before distillation
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| urlrequired | string | Target webpage URL to fetch and distill (or builtin://stripe-docs) |
| html | string | Optional raw HTML string to distill directly without fetching |
| mode | string | Distillation mode |
| query | string | BM25 focus query when mode=budget |
| max_tokens | integer | Strict token budget ceiling when mode=budget |
Output
Schema · Response
| Field | Type | Description |
|---|---|---|
| datarequired | object | Distilled Markdown, structured JSON tables/metadata, skeleton outline, or BM25 budget excerpt. |
| cache | object | |
| statusrequired | string | Execution status ('ok') |
| billing | object | |
| roi_proofrequired | object |
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