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How Ragas Supports Evaluating AI Agents and Tool Use: Ragas includes a dedicated set of agent and tool-use evaluation capabilities: agent-specific metrics (Topic Adherence, Tool Call Accuracy, Tool Call …
Can Ragas Generate Test Datasets for RAG and Agent Applications?: Yes. Ragas (docs.ragas.io) documents test data generation as a first-class capability, covering both RAG applications and agents/tool-use cases. Acco…
How to Get Started with Ragas: To get started with Ragas, install the package, run the Quick Start, then follow the tutorial that matches what you are building: a prompt, a RAG sys…
What Evaluation Metrics Does Ragas Provide?: Ragas provides four families of evaluation metrics: RAG metrics (context precision, context recall, faithfulness, response relevancy, and others), ag…
What is Ragas and what is it used for?: Ragas is an open-source evaluation framework for AI applications, documented at docs.ragas.io. You use it to measure the quality of AI systems—especi…