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Web Distillation with BM25 Budget Control
Web Distillation with BM25 Budget Control is a paid API for AI agents from company-enrich.agentdiet.dev, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-23).
Fetches a URL or processes 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://company-enrich.agentdiet.dev/v1/pdf-extract)
Output
Returns a data object containing the distilled content (Markdown text, structured JSON tables/metadata, skeleton outline, or BM25-ranked excerpt depending on mode), plus an roi_proof object showing raw_tokens, distilled_tokens, tokens_saved, compression_ratio_pct, roi_multiplier, and llm_cost_saved_usd. Also includes optional cache hit/miss status and billing details.
Example use cases
Trim docs page for LLM context
“Grab https://docs.openai.com/api-reference and distill it down to a 1500-token budget in budget mode, focused on the query 'function calling', so I can feed just the relevant parts to my model.”
Convert competitor landing page to structured data
“Take the raw HTML from Salesforce's pricing page and distill it into structured JSON tables so I can compare their pricing tiers programmatically.”
Outline a long article for quick review
“Fetch https://en.wikipedia.org/wiki/Large_language_model and give me a skeleton outline of the page structure so I can see the main sections at a glance.”
Technical details
Endpoint
POSThttps://company-enrich.agentdiet.dev/v1/pdf-extract?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to reduce the token footprint of web content before passing it to an LLM, especially when you have a strict context window budget or want to extract only the most relevant sections via BM25 query scoring. Ideal for agentic pipelines that need to read many web pages without blowing LLM token costs. Prefer over raw fetch-and-parse when compression ratio, structured extraction, or budget control matters.
Side effects
- URL unreachable or returns non-200 status — endpoint may return an error status
- HTML content too large to process within limits
- Invalid or missing URL field — request rejected with validation error
- BM25 budget mode used without a query parameter — may produce degraded results
- Token budget ceiling set below minimum of 20 — rejected
- Rate limiting or payment failure via x402 — 402 response requiring payment
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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