Local RAG

Tools · 7

• ingest_file Ingest a document file (PDF, DOCX, TXT, Markdown) into the local vector database. Supports optional visual mode for PDFs with figures.
• ingest_data Ingest raw text data directly into the local vector database.
• query_documents Search ingested documents using semantic search with keyword boost for exact technical terms.
• read_chunk_neighbors Read neighboring chunks around a specific chunk for context.
• list_files List all ingested files in the local vector database.
• delete_file Delete an ingested file from the local vector database.
• status Get the status of the MCP server and vector database.