LangChain Models: ChatGPT, Flan Alpaca, OpenAI Embeddings, Prompt Templates & Streaming

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In this video, you'll learn how how to use chat models with LangChain, create embeddings, and leverage large language models to generate completions. We'll also use prompt templates to enhance the quality of the generated responses. Finally, we'll look at streaming the responses to the standard output.

00:00 - Intro
00:45 - Google Colab Setup
01:55 - Large Language Models
08:22 - Embeddings
11:00 - ChatGPT Chat Model
14:27 - Prompt Templates
17:54 - Streaming
18:50 - Conclusion

#langchain #chatgpt #promptengineering #huggingface #artificialintelligence #python
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can you show how to do vector stores with FAISS using Huggingface Embeddings instead of open ai? I couldn't make it work, with OpenAI it worked without issues. Thanks

DanielWeikert