Building an AI Research Assistant with LangChain & Pinecone: Academy

Peter Foy -

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