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Web Distillation with BM25 Budget Control
Web Distillation with BM25 Budget Control is a paid API for AI agents from domain-osint.agentdiet.dev, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-23).
Fetches a URL or accepts raw HTML and distills it into clean Markdown, structured JSON, skeleton outline, or a BM25-ranked token-budgeted excerpt
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://domain-osint.agentdiet.dev/v1/docs-to-markdown)
Output
Returns a JSON object with a 'data' field containing the distilled output (Markdown, structured JSON, skeleton, or BM25 excerpt), plus an 'roi_proof' object showing raw_tokens, distilled_tokens, tokens_saved, compression_ratio_pct, and llm_cost_saved_usd. Also includes cache status (HIT/MISS) and billing details.
Example use cases
Token-budget documentation summarization
“Grab the content at https://docs.openai.com/api-reference and distill it into a BM25-focused excerpt under 1500 tokens using the query 'function calling', so I can pass only the relevant section to my model.”
Structured data extraction from webpage
“Fetch https://example.com/pricing and convert it to structured JSON tables so I can parse the pricing tiers programmatically.”
Clean markdown from raw HTML
“I have this raw HTML from a scraped article — can you distill it into clean, readable markdown and give me a skeleton outline of the headings?”
Technical details
Endpoint
POSThttps://domain-osint.agentdiet.dev/v1/docs-to-markdown?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to feed web content to an LLM and want to minimize token usage through intelligent compression. It is especially useful when you have a specific query and want BM25-ranked excerpts rather than full-page content, or when you need structured JSON tables or a skeleton outline instead of raw HTML. Prefer it over generic scrapers when token cost reduction and ROI metrics matter.
Side effects
- Invalid or unreachable URL returns an error status
- HTML too large may exceed processing limits
- BM25 budget mode requires both 'query' and 'max_tokens' to produce meaningful results
- Missing required 'url' field returns a validation error
- Rate limiting or payment failure via x402 may block the request
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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