Knowledge

Search the organization knowledge base by semantic similarity.

Retrieve specific chunks of a knowledge base content by content ID and zero-based chunk index.

List the knowledge base content (uploaded files, pasted text, crawled URLs).

Get one knowledge base content by id: status, chunk progress, a text preview, and (for crawled URLs) its sub-pages.

Read the full extracted text of a content by id (no preview cap).

Find occurrences of a string in a content's text.

Find and replace exact text in a TEXT content, then re-index it.

Get knowledge base totals: content and chunk counts, storage per type, and how many content items are still indexing or failed.

Add content so it becomes searchable.

Edit knowledge base content.

Re-process knowledge base content from scratch: wipe its chunks and index it again (re-fetch the URL, re-parse the file, re-embed the text).

Permanently delete knowledge base content and all of its indexed chunks (and, for a crawled URL, its sub-pages).