How it works
From scattered documents to instant AI-powered knowledge in three steps.
1
Upload or Connect
Start by uploading documents directly or connecting a service like Google Drive. Knowledge Raven supports PDF, DOCX, TXT, Markdown, and CSV files.
- •Drag-and-drop file upload in the web interface
- •Google Drive connector with automatic sync
- •Organize documents into knowledge bases and sections
- •Set permissions at the knowledge base or section level
2
Automatic Indexing
Once uploaded, Knowledge Raven automatically processes your documents. No configuration, no embedding knowledge required.
- •Documents are chunked into optimal segments for retrieval
- •Contextual embeddings capture meaning in context
- •Parent-child retrieval: match on small chunks, return full context
- •Hybrid index enables both keyword and semantic search
3
Your Agent Searches
Connect any MCP-compatible LLM (Claude, GPT, Gemini, etc.) and give it the Knowledge Raven skill. Your agent now has specialized tools to search and retrieve from your knowledge base.
- •search_knowledge_base — hybrid search across all documents
- •fetch_document_section — retrieve specific sections with context
- •fetch_full_document — get complete document content
- •get_document_metadata — check document details and structure
- •Every result includes source links for verification