Metrics
RAG Metrics
Evaluate your LLM application in RAG settings
Atla provides specialized metrics for RAG (Retrieval-Augmented Generation) that can be used to evaluate the effectiveness of your RAG-based applications. These metrics ensure the factual accuracy and contextual relevance of generated responses. Atla will score results on a Likert scale (1-5).
You can pass any or all of these RAG-specific metrics to the evaluate function of the Atla client, and it will perform independent evaluations over the input and generated output provided.
Metric Name | Description |
---|---|
groundedness | Determines if the response is factually based on the provided context. |
context_relevance | Measures how on-point the retrieved context is. |