Offline metrics for a conversational retriever look fin...

The issue likely stems from a mismatch between the training distribution and the actual user task. If the training data consists only of single-turn queries, the model lacks the ability to handle context-dependent turns. You must evaluate whether to implement dialogue-level generation, which couples the index to a dialogue format, or to use a rewriter in front of a single-turn retriever to maintain a standard index.