A RAG for Elixir

• rag_time

  2 10 4.7 Python

  💁 Example code for a blog post series about using a RAG system on a local codebase.

  

  LangChain is a toolkit around all things LLMs, including RAG. We use it to parse our documents or codebase and generate a vector database from it. In our simple RAG system, we specify which file endings (.rb) and which programming language (Ruby) our documents have.

• Scout Monitoring

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• langchain

  45 92,222 10.0 Jupyter Notebook

  🦜🔗 Build context-aware reasoning applications

  

  The ingestion of programming source code into an LLM with LangChain was initially only supported for Python, C and a few others languages. Then this issue proposed the usage of a parser library like Tree-sitter to facilitate adding support for many more languages. The discussion is worth reading.

• Phoenix

  117 21,211 9.3 Elixir

  Peace of mind from prototype to production

  

  For testing purposes we will use our RAG system on a popular open source Elixir package, the Phoenix Framework.

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