{
    "name": "rag-analyst",
    "description": "Analyze documents using RAG pipeline with vector similarity search",
    "required_tools": ["qdrant", "ollama"],
    "triggers": [
        "analyze document",
        "search knowledge base",
        "find similar",
        "rag query",
        "vector search"
    ],
    "input_schema": {
        "type": "object",
        "properties": {
            "query": {
                "type": "string",
                "description": "The search query to run against the vector database"
            },
            "collection": {
                "type": "string",
                "description": "Vector collection name to search in"
            },
            "top_k": {
                "type": "integer",
                "description": "Number of results to return"
            }
        },
        "required": ["query"]
    },
    "category": "analysis"
}
