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