Analysis of Twitter the-algorithm source code with LangChain, GPT4 and Activeloop's Deep Lake

Created on 2023-07-23T02:24:17-05:00

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Uses neural indexing and similarity search to store fragments of a codebase in a vector database.

Uses a retrieval system to--not really sure how that part works. Supposed to be something that fetches data pieces from the vector database and feeds them to the LLM.

You can ask questions about the code base such as what functions do. This goes through the process of finding relevant code snippets and getting the LLM to rewrite the code in some way.