How the RAG Chatbot Works
Intelligent Document Processing with Google Drive Integration
Automated Document Intelligence Pipeline:
- Automatic Document Detection: Google Drive triggers monitor for new/updated documents
- Smart Document Processing: Files are downloaded, parsed, and split into optimal chunks
- AI-Powered Indexing: Gemini AI generates semantic embeddings for intelligent retrieval
- Vector Database Storage: Pinecone database enables lightning-fast semantic search
- Context-Aware Responses: When employees ask questions, the system:
- Retrieves the most relevant document sections
- Uses Gemini AI to synthesize information into coherent answers
- Maintains conversation context with memory capabilities