query_documents
Search your local documents using natural language queries to find relevant information from PDF, DOCX, TXT, and Markdown files stored on your machine.
Instructions
Search through previously ingested documents (PDF, DOCX, TXT, MD) using semantic search. Returns relevant passages from documents in the BASE_DIR. Documents must be ingested first using ingest_file.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| query | Yes | Natural language search query (e.g., "transformer architecture", "API documentation") | |
| limit | No | Maximum number of results to return (default: 5, max recommended: 20) |
Input Schema (JSON Schema)
{
"properties": {
"limit": {
"description": "Maximum number of results to return (default: 5, max recommended: 20)",
"type": "number"
},
"query": {
"description": "Natural language search query (e.g., \"transformer architecture\", \"API documentation\")",
"type": "string"
}
},
"required": [
"query"
],
"type": "object"
}