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

Visual Studio Code
754K subscribers
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9.1K views 11 months ago
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 ...more
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Building a RAG-powered AI chat app with Python and VS Code
210Likes
9,160Views
May 222024
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

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Visual Studio Code

754K subscribers