hshujuan/chapter2_table10.md Secret

## chapter2_table10.md

      
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Evaluation frameworks
Details
Reference


RAGAs
A framework that helps us evaluate our Retrieval Augmented Generation (RAG) pipeline
Docs, Code


ARES
An Automated Evaluation Framework for Retrieval-Augmented Generation Systems
Link


RAG Triad of metrics
RAG Triad of metrics	RAG triad: Answer Relevance (Is the final response useful), Context Relevance (How good is the retrieval), and Groundedness (Is the response supported by the context). Trulens and LLMA index work together for the evaluation.
DeepLearning.AI Course
Evaluation frameworks	Details	Reference
RAGAs	A framework that helps us evaluate our Retrieval Augmented Generation (RAG) pipeline	Docs, Code
ARES	An Automated Evaluation Framework for Retrieval-Augmented Generation Systems	Link
RAG Triad of metrics	RAG Triad of metrics RAG triad: Answer Relevance (Is the final response useful), Context Relevance (How good is the retrieval), and Groundedness (Is the response supported by the context). Trulens and LLMA index work together for the evaluation.	DeepLearning.AI Course