🤖 RAG Sales Chatbot

Welcome to ACME Sales Assistant! Please select a user above to start chatting. I can help you with information about client notes, pricing discussions, concerns, and more.

🔐 Authorization Features:
• Salespeople can only access their assigned clients
• Sales managers can access all clients in their region
• Data is filtered based on your permissions

🏢 Your Organization:
Check the sidebar to see the complete organizational structure with regions, managers, and client assignments.

📊 RAG Technology:
This system uses Retrieval-Augmented Generation (RAG) with:
• Pinecone vector database for similarity search
• OpenAI embeddings for semantic understanding
• Oso Cloud for fine-grained authorization

🔍 How it works:
1. Your questions are converted to vector embeddings
2. Similar client notes are retrieved based on your permissions
3. AI generates responses using only your authorized data
4. Context count shows how many notes were used