My RAG Pipeline Found the Right Documents. Then the Reranker Buried Them.

The RAG pipeline was successfully retrieving the correct documents, but the reranker was moving them down in the final ranking due to differences in document representation and language support. The solution involved inspecting each stage of the pipeline, comparing rankings, and adjusting the reranker's input representation and language capabilities to match the first-stage retriever. Read All