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RAG Token Diet — Web URL Distiller
RAG Token Diet — Web URL Distiller is a paid API for AI agents from company-enrich.agentdiet.dev, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-21).
Fetches a webpage (or accepts raw HTML) and compresses it into compact, agent-ready tokens using BM25 budget control and multiple distillation modes
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/rag-token-diet)
Output
Returns a JSON object containing the distilled content in the requested format (Markdown, structured JSON tables/metadata, skeleton outline, or BM25-focused excerpt), plus ROI proof metrics (raw token count, distilled token count, tokens saved, compression ratio %, LLM cost saved in USD), billing details, and cache hit/miss status.
Example use cases
RAG pipeline token budget enforcement
“I need to feed this documentation page https://docs.openai.com/api-reference into my RAG pipeline — can you distill it into budget mode focused on 'embeddings API' and keep it under 300 tokens?”
Structured data extraction from product page
“Pull https://www.crunchbase.com/organization/stripe and give me the structured mode output — I want tables and metadata, not raw HTML or prose.”
Skeleton outline of a long article
“Grab https://en.wikipedia.org/wiki/Large_language_model and return just the skeleton outline so I can see the document structure without burning my whole context window.”
Technical details
Endpoint
GEThttps://company-enrich.agentdiet.dev/v1/rag-token-diet?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to feed web content into an LLM context window but want to minimize token usage and cost — especially when working with long documentation pages, large HTML payloads, or RAG pipelines with strict token budgets. The BM25 budget mode makes it uniquely suited for query-focused extraction where only the most relevant passages matter. Prefer it over raw web scraping when the downstream consumer is an LLM that charges per token.
Side effects
- Invalid or unreachable URL returns an error status
- mode=budget without a query or max_tokens may produce unfiltered output
- Very large pages may hit processing limits or return partial distillations
- Paywalled or JavaScript-heavy pages may yield low-quality or empty distillations
- Missing required 'url' parameter returns a validation error
- Rate limiting or payment failure (x402) blocks the request
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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