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AgentDiet RAG Token Diet — Web URL Distiller
AgentDiet RAG Token Diet — Web URL Distiller is a paid API for AI agents from alpha-stream.agentdiet.dev, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-21).
Fetches a webpage or raw HTML and compresses it into compact, agent-ready tokens using selectable distillation modes and BM25 budget control
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://alpha-stream.agentdiet.dev/v1/rag-token-diet)
Output
Returns a distilled version of the webpage in the chosen mode (Markdown, structured JSON tables/metadata, skeleton outline, or BM25-ranked budget excerpt), along with ROI proof metrics including raw vs distilled token counts, tokens saved, compression ratio percentage, estimated LLM cost saved in USD, and a ROI multiplier. Also includes cache status (HIT/MISS) and billing details.
Example use cases
RAG pipeline token budget control
“Fetch https://openai.com/research/gpt-4 and distill it down to at most 500 tokens using budget mode, focused on the query 'context window improvements' — I need it tight enough to fit in my RAG pipeline without blowing my LLM token limit.”
Structured data extraction from a webpage
“Pull the content from https://en.wikipedia.org/wiki/Large_language_model and give me a structured JSON version with tables and metadata — I want it in structured mode so I can parse the key facts programmatically.”
Skeleton outline for quick page navigation
“Give me a skeleton outline of https://docs.anthropic.com/claude/reference/getting-started-with-the-api so I can quickly see the headings and structure without reading the whole page.”
Technical details
Endpoint
GEThttps://alpha-stream.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 or RAG pipeline and token cost or context-window size is a concern. It is especially valuable when you have a strict token budget (use budget mode with a BM25 query), need structured extraction from messy HTML, or want a quick skeleton outline of a large page. Prefer this over raw web scraping tools when you need the content pre-processed and compressed rather than raw HTML.
Side effects
- Invalid or unreachable URL returns an error status
- HTML payload too large may exceed processing limits
- mode=budget without a query or max_tokens may produce suboptimal results
- Pages behind authentication or paywalls cannot be fetched
- Rate limiting or payment failure (HTTP 402) if USDC balance is insufficient
- Malformed HTML input may produce incomplete distillation
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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