In this video tutorial, we'll discuss how you can use GPT-3, LangChain, and Pinecone to create an AI research assistant. Specifically, I'll walk through a Colab notebook that shows you how to:
- Use LangChain's
DirecotoryLoader
to load 50+ academic papers on machine learning - Compute the document embeddings using the OpenAI Embeddings API
- Store these document embeddings at Pinecone, which is a vector database
- Query these papers using LangChain and GPT-3
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