Building a RAG-powered AI chat app with Python and VS Code
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...
(Microsoft) PromptFlow: https://github.com/microsoft/promptflow