Paul Graham Essay Search & Chat with Milvus Vector Database
How It Works
This workflow creates a RAG (Retrieval-Augmented Generation) system using Milvus vector database to search Paul Graham essays:
- Scrape & Load: Fetches Paul Graham essays, extracts text, and stores them as vector embeddings in Milvus
- Chat Interface: Enables semantic search and AI-powered conversations about the essays
Set Up Steps
- Set up Milvus server following the official installation guide, then create a collection
- Execute the workflow to scrape essays and load them into your Milvus collection
- Chat with the AI agent using the Milvus tool to query and discuss essay content