Build RAG - "Chat with Your Document" - Tutorial
6 videos • 320 views • by Case Done by AI #ai #genai #llm #rag #openai #langchain #python #businesstech #tutorial #aitutorial #aiforbusiness Tutorial on building RAG for "Chat with Your Document" using LangChain and Pandas Part 1 of 3: - Why? A problem Statement: Why using LLM as-is is not the best for business and organization. What use cases are not possible with as-is LLM like ChatGPT or Gemini? - Why RAG? RAG allows 'Chat with Your Document' and enterprise search based on your proprietary documents. - Introduction to RAG (Retrieval Augmented Generation) Part 2 of 3: - Coding walkthrough of building RAG using LangChain, OpenAI, and pandas in Python - Demo the Gen-AI use case of asking for two proprietary documents Part 3 of 3: - Pros and Cons of RAG - Landscape of building LLM-based app, contrasting prompting, RAG, and fine-tuning.