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Building a RAG-powered AI chat app with Python and VS Code

11.6K views
May 22, 2024
29:28

Pamela will walk through a Python web app that can chat on your own data using Retrieval-Augmented-Generation (RAG) and large language models like GPT-4. Plus, we'll see how you can use VS Code Dev Containers plus Ollama for a fully local development experience. Resources: Langchain: https://www.langchain.com/ Llamaindex: https://docs.llamaindex.ai (Microsoft) Semantic Kernel: https://github.com/microsoft/semantic-kernel (Microsoft) PromptFlow: https://github.com/microsoft/promptflow 📲 Follow VS Code: * X: https://x.com/code * Bluesky: https://bsky.app/profile/vscode.dev * LinkedIn: https://aka.ms/VSCode/LinkedIn * GitHub: https://github.com/microsoft/vscode

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Building a RAG-powered AI chat app with Python and VS Code | NatokHD