Applications

Ragas in action. Examples of how to use Ragas in various applications and usecases to solve problems you might encounter when you're building.

Prompt Evaluation

• Iterate and Improve Prompts
• Systematic Prompt Optimization

Metrics

• Debug LLM based metrics using tracing
• Evaluating Multi-turn Conversations
• Estimate cost of evaluation
• Evaluations with Vertex AI models

Testset Generation

• Single-hop Query Testset

Benchmarking

• Evaluate a New LLM For Your Use Case

RAG Evaluation

• Evaluate and Improve a RAG System

Agent Evaluation

• Evaluate a Text-to-SQL Agent