Overview
This workflow automates the creation and updating of an interactive knowledge base chat system by integrating Google Drive, Supabase, and GPT-4o-Mini. It streamlines the ingestion and processing of documents, enabling real-time, AI-powered chat responses based on the latest knowledge base content.
Key Features
- Automated File Monitoring: Uses Google Drive triggers to detect new or updated files (PDF, CSV, XLSX).
- Data Extraction & Processing: Extracts content from various file formats and processes them in batches for efficiency.
- Duplicate Checking & Metadata Management: Ensures only unique documents are processed and stores metadata in a Postgres database.
- Aggregation & Indexing: Aggregates extracted data and updates the Supabase database for retrieval-augmented generation (RAG).
- AI Chat Integration: Leverages GPT-4o-Mini to provide intelligent, context-aware chat responses based on the latest indexed knowledge.
Benefits
- Time Savings: Eliminates manual data entry and document management.
- Accuracy: Ensures up-to-date, deduplicated knowledge base content.
- Scalability: Handles large volumes of documents and supports multiple file types.
- Enhanced User Experience: Delivers instant, AI-powered answers to user queries.
Use Cases
- Internal company knowledge bases
- Customer support chatbots
- Automated FAQ systems
- Document-driven AI assistants
Integrations
- Google Drive (file triggers)
- Supabase (database and RAG)
- GPT-4o-Mini (AI chat)
- Postgres (metadata storage)
