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Web URL to Agent-Ready RAG Chunks (BM25 Budget Control)
Web URL to Agent-Ready RAG Chunks (BM25 Budget Control) is a paid API for AI agents from defi-yield.agentdiet.dev, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-21).
Fetches and distills a webpage URL or raw HTML into compact, token-efficient Markdown, structured JSON, skeleton outlines, or BM25-focused budget excerpts for AI agent consumption.
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://defi-yield.agentdiet.dev/v1/rag-chunk)
Output
Returns a JSON object containing the distilled content in the requested format (Markdown text, structured JSON tables/metadata, skeleton outline, or BM25-ranked excerpt), plus an ROI proof block showing raw vs. distilled token counts, tokens saved, compression ratio percentage, LLM cost saved in USD, and a roi_multiplier. Also includes cache status (HIT/MISS) and billing details.
Example use cases
RAG pipeline web ingestion
“Grab the content from https://openai.com/blog/gpt-4-research and distill it into structured markdown under 600 tokens, focused on 'model capabilities', so I can feed it into my RAG pipeline.”
Competitor page skeleton for agent briefing
“Give me a skeleton outline of https://anthropic.com/claude — just the main headings and structure, no body text — so my agent gets a quick lay of the land without burning tokens.”
Financial doc table extraction
“Fetch https://sec.gov/cgi-bin/browse-edgar?action=getcompany and distill it into structured JSON tables so I can pull out the key filing metadata without parsing raw HTML myself.”
Technical details
Endpoint
GEThttps://defi-yield.agentdiet.dev/v1/rag-chunk?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to feed live web content into an LLM or RAG pipeline without blowing your token budget — especially when you need BM25-ranked relevance filtering, multiple output modes (markdown/structured/skeleton/budget), and a built-in ROI proof showing exactly how many tokens were saved. Prefer it over generic scrapers when token efficiency and agent-readiness (not raw HTML) are the primary goals.
Side effects
- Invalid or unreachable URL returns an error status and no data
- HTML too large or malformed may result in incomplete distillation
- mode=budget without a query or max_tokens may produce suboptimal chunking
- Rate limiting or payment failure (HTTP 402) blocks the request
- Some pages behind authentication or bot-protection will not be fetchable
- max_tokens set below 20 is rejected by schema validation
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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