Search your documents using both meaning and exact keyword matching. You can also use advanced syntax:

• "exact phrase" → Match phrase exactly

• field:value → Filter by custom metadata (e.g., domain:legal, author:john)

• term1 AND term2 → Both terms required (default)

• term1 OR term2 → Either term matches

• -term → Exclude results containing term Results include a score (0 = best match, higher = less relevant). Set explain=true to see why each result matched.

Add a document (PDF, DOCX, TXT, MD, JSON, JSONL) to your knowledge base so you can search it. Use the full file path. If you ingest the same file again, it replaces the old version. You can tag it with metadata like author, domain, or tags.

Add text content directly instead of from a file. Good for: fetched web pages (format: html), copied text (format: text), or markdown strings (format: markdown). The source identifier lets you update the content later by re-ingesting with the same source. You can add custom metadata too. For files on disk, use ingest_file instead.

Remove a document from your knowledge base. Use filePath for files you added with ingest_file, or source for content you added with ingest_data. You need to provide one or the other.

Show all documents in your knowledge base, with file paths and how many chunks each one has.

Check how many documents and chunks you have, the database size, and current settings.

Mark a search result as relevant for a query. Pinned results get boosted in future searches. Use this when a result was helpful.

Mark a search result as irrelevant for a query. Dismissed results get pushed down in future searches. Use this when a result wasn't helpful.

See your feedback stats: total events, how many results you've pinned, and how many you've dismissed.