Paul Graham Essay Search & Chat with Milvus Vector Database
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:
1. Set up Milvus server following the official installation guide, then create a collection.
2. Execute the workflow to scrape essays and load them into your Milvus collection.
3. Chat with the AI agent using the Milvus tool to query and discuss essay content.