Retrieval Augmented Generation (RAG) pipelines have gained attention in the field of AI and NLP.Evaluating RAG pipelines is crucial before incorporating sophisticated models.The dimensions for assessing RAG pipelines are divided into retrieval and generation categories.Various frameworks like Ragas, TruLens, ARES, DeepEval, Tonic Validate, and LangFuse assist in evaluating RAG pipelines.