Retrieval Augmented Generation (RAG) › Reranking Retrieved Documents

What are best practices for Reranking Retrieved Documents

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Answer

When working with Reranking Retrieved Documents, start with a clear goal, test on real data early, keep the approach as simple as possible at first, and follow established practices from the AI community rather than guessing.

Real-world example A RAG system uses a reranking step to move the single most relevant support article to the top before generating a final answer.

Common follow-ups: What is Retrieval Augmented Generation (RAG), How is Reranking Retrieved Documents evaluated in practice, What tools are commonly used for Reranking Retrieved Documents

Retrieval Augmented Generation (RAG) topics: Introduction to Retrieval Augmented Generation Vector Databases for RAG Embedding Models for Retrieval