Build a RAG System with Python: Expert Knowledge Worker for Insurance Tech Company | Code Infinity
๐ Learn how to build a powerful RAG (Retrieval Augmented Generation) system from scratch!
In this comprehensive tutorial, I'll show you how to create an expert knowledge worker for Insurellm, an insurance technology company. This system can answer employee questions with high accuracy while keeping costs low.
What You'll Learn:
- Document Processing: Automatically load and chunk documents from multiple directories
- Vector Database: Set up Chroma with OpenAI embeddings (1,536 dimensions)
- Semantic Search: Implement similarity search across company knowledge base
- Data Visualization: Creaโฆ
Watch on YouTube โ
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