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ai guide The RAG Techniques Compendium

RAG Evaluation Frameworks and Tool Selection: Promptfoo, RAGAS, DeepEval, and TruLens

No industry standard mandates one RAG evaluation tool. Measure retrieval, generation, and operations separately, then choose Promptfoo, RAGAS, DeepEval, or TruLens for the actual stack.

#rag#evaluation#promptfoo#ragas#deepeval#trulens#metrics#quality
ai debug The RAG Techniques Compendium

RAG Common Failure Modes: 10 Problems and Their Solutions

When a RAG system breaks, 90% of the time it's one of these 10 failure modes. Identify which one first, then apply the matching fix — far more effective than optimizing blindly.

#rag#debugging#failure-modes#quality#troubleshooting