How the Portfolio CV RAG Chatbot Works:

1. Automated Ingestion: CV uploads to Google Drive trigger automatic processing into a vector database
2. Intelligent Conversations: RAG technology enables the chatbot to provide accurate, relevant responses based on CV content
3. Comprehensive Storage: All conversations are recorded in NocoDB for easy retrieval and analysis
4. Automated Reporting: Daily email summaries provide valuable insights without manual effort

Integration Points:

• Google Drive for document management
• Webhook for API accessibility
• NocoDB for conversation storage
• Gmail for automated reporting