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RAG pipeline quality evaluation and continuous improvement using Ragas

Export approved, redacted Langfuse generations as Parquet candidates and score them using explicit evaluator contracts. Conversion to GRPO/DPO inputs is a separate stage.

Evaluation-driven Loop in Agent/LLM Development Process — Comparison of SWE-bench Verified, METR, Ragas, DeepEval, LangSmith, Braintrust, AWS Labs aidlc-evaluator