Should your RAG use code or documentation? What benchmarks changed my mind about
📰 Medium · RAG
Learn how benchmark design impacts RAG performance over a codebase and why documentation might be a better choice than code
Action Steps
- Build a RAG system over a codebase using code
- Compare the performance of the RAG system using code vs documentation
- Evaluate the benchmark design used to measure RAG performance
- Apply the findings to inform the decision between using code or documentation for the RAG system
- Test the RAG system with different benchmark designs to validate the results
Who Needs to Know This
This article is relevant for machine learning engineers and researchers working with RAG systems, particularly those who need to decide between using code or documentation for their RAG
Key Insight
💡 Benchmark design can significantly impact RAG performance and the choice between using code or documentation
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🤖 Benchmark design matters when building RAG over a codebase! 📊
Key Takeaways
Learn how benchmark design impacts RAG performance over a codebase and why documentation might be a better choice than code
Full Article
A personal look at why benchmark design matters when you build RAG over a codebase. Continue reading on Medium »
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