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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 polymarket-odds.agentdiet.dev, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-21).
Fetches and compresses a webpage URL (or raw HTML) into compact, agent-ready tokens using multiple distillation modes including BM25-focused budget extraction
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://polymarket-odds.agentdiet.dev/v1/rag-chunk)
Output
Returns a distilled version of the webpage in the requested format (markdown, structured JSON, skeleton outline, or BM25-focused budget excerpt), along with ROI proof metrics including raw token count, distilled token count, tokens saved, compression ratio percentage, estimated LLM cost saved in USD, and a cache hit/miss status.
Example use cases
Compress docs page for RAG pipeline
“Fetch https://openai.com/api/pricing and distill it into structured tables so I can load it into my RAG system without wasting context tokens.”
Budget-capped research on a topic
“Pull the content from https://en.wikipedia.org/wiki/Large_language_model and give me just the most relevant 500 tokens about 'fine-tuning techniques' using BM25 budget mode.”
Convert competitor landing page to skeleton
“Distill https://anthropic.com/claude into a skeleton outline so I can quickly see the page structure and headings without reading the full HTML.”
Technical details
Endpoint
GEThttps://polymarket-odds.agentdiet.dev/v1/rag-chunk?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to load web content into an LLM context window efficiently and want automatic compression with measurable token savings. Ideal for RAG pipelines, agent web research loops, or any scenario where you need to read a URL but cannot afford to pass full raw HTML to your model. The BM25 budget mode is especially valuable when you have a strict token ceiling and a specific query focus.
Side effects
- Invalid or unreachable URL returns an error status
- max_tokens below minimum of 20 is rejected
- query parameter ignored if mode is not 'budget'
- Raw HTML too large may be truncated or fail
- Network timeout fetching the target URL
- Paywalled or bot-blocked pages may return incomplete content
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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