query_documents
Retrieve relevant documents from your local knowledge base by combining exact keyword matching with semantic search. Results include relevance scores for ranking.
Instructions
Search ingested documents. Your query words are matched exactly (keyword search). Your query meaning is matched semantically (vector search). Preserve specific terms from the user. Add context if the query is ambiguous. Results include score (0 = most relevant, higher = less relevant).
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| query | Yes | Search query. Include specific terms and add context if needed. | |
| limit | No | Maximum number of results to return (default: 10, range: 1-20). Recommended: 5 for precision, 10 for balance, 20 for broad exploration. |