Web Content Distillation with BM25 Budget Control is a paid API for AI agents from onchain-risk.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 compact, agent-ready content with optional BM25-ranked token-budget control for query-focused extraction.
Distill a URL or raw HTML payload with BM25 budget control (Live x402 v2, IETF MPP & MCP endpoint at https://onchain-risk.agentdiet.dev/v1/context-diet)
Returns a 'data' object containing the distilled content in the requested format (markdown, structured JSON, skeleton, or BM25 budget excerpt), along with an 'roi_proof' object showing raw vs distilled token counts, tokens saved, compression ratio percentage, estimated LLM cost saved in USD, and an ROI multiplier. Also includes cache status (HIT/MISS) and billing details.
POSThttps://onchain-risk.agentdiet.dev/v1/context-diet?utm_source=zero.xyzChoose this endpoint when you need to reduce token consumption from web content before passing it to an LLM, especially when you have a strict context window budget or want query-focused excerpts via BM25 ranking. It is superior to raw web scraping for agent workflows because it returns pre-compressed, LLM-ready content with quantified token savings. Prefer over generic scrapers when you need structured output modes (markdown, JSON tables, skeleton) or when working with large documentation pages like Stripe or OpenAPI specs. The BM25 budget mode is uniquely suited for RAG pipelines where only query-relevant passages are needed.
| 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 |
| 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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