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Knowledge and Documentation

Index project docs for retrieval.

Overview

The Knowledge System turns your product, API, and integration docs into a project-scoped retrieval layer for the agent.

Index a Single Page

  1. Open the Documentation view in the ModelNex dashboard.
  2. Paste the URL for the page you want indexed.
  3. Add a label if you need the page to be recognizable later.
  4. Run indexing and confirm the page appears with chunk and timestamp metadata.

Crawl a Sitemap

Use sitemap crawling when you want broad coverage of a docs site without indexing each page manually.

The server discovers pages from the sitemap and indexes them into the project-scoped store.

How Retrieval Works

When the agent receives a relevant question, it retrieves matching chunks from your indexed content. Retrieval is scoped by websiteId, so one project does not leak into another.

Use high-quality sources

Answers are only as good as the source material. Prefer canonical docs over temporary support threads or staging pages.

Operating Guidance

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