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Web Distiller with BM25 Budget Control
Web Distiller 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 accepts raw HTML and distills it into compressed Markdown, structured JSON, a skeleton outline, or a BM25-ranked token-budget 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/context-bloat-eliminator)
Output
Returns a 'data' object containing the distilled content in the requested format (Markdown, structured JSON, outline, or BM25 excerpt), plus an 'roi_proof' object showing raw token count, distilled token count, tokens saved, compression ratio percentage, estimated LLM cost saved in USD, and an ROI multiplier. Optionally includes billing info and cache hit/miss status with latency.
Example use cases
Token-budget news article extraction
“Grab https://techcrunch.com/2025/05/01/openai-raises-funding and distill it in budget mode focused on 'funding round valuation' with a max of 300 tokens — I only need the key facts.”
Structured data pull from a product page
“Take this raw HTML from an e-commerce product page and distill it into structured JSON tables so I can get the specs, price, and availability without parsing it myself.”
Docs skeleton for agent orientation
“Fetch https://docs.anthropic.com/en/api/getting-started and give me a skeleton outline of the page so my agent can quickly navigate its sections without reading everything.”
Technical details
Endpoint
POSThttps://company-enrich.agentdiet.dev/v1/context-bloat-eliminator?utm_source=zero.xyzWhen to prefer
Choose this endpoint when an AI agent needs to consume web content but must stay within a token budget — particularly useful in agentic pipelines where context window pressure is a concern. The BM25 budget mode makes it uniquely suited for query-focused extraction where only the most relevant passages are needed. Prefer it over generic scrapers when you need built-in compression metrics (ROI proof) and multiple output modes (Markdown, structured, skeleton, budget) in a single call.
Side effects
- URL is unreachable or returns non-200 — fetch failure with error status
- HTML payload is empty or malformed — distillation returns minimal or empty data
- max_tokens set below 20 — validation error on input schema
- BM25 query missing when mode=budget — may fall back to unranked distillation or return error
- Payment not provided or insufficient — HTTP 402 response blocking execution
- Rate limiting or timeout on target URL — upstream fetch error propagated
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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