- Rapidly iterate across complex prompts, numerous models, context data, embedding model params, vector stores, chunking strategies, chain nodes and more — getting to the right configuration of your ‘GenAI System’ for your use case needs experimentation and thorough evaluation.
- Carefully keep harmful responses away from your users, while keeping harmful users from attacking your GenAI systems.
- Monitor live traffic to your GenAI application, identify vulnerabilities, debug and re-launch.
Metrics
Most significantly — you cannot evaluate what you cannot measure — Galileo Research has constantly pushed the envelope with our proprietary research backed Guardrail Metrics for best in class:- Hallucination detection (see our published Hallucination Index) ,
- Security threat vector identification,
- Data privacy protection,
- and much more…
Modules
The GenAI Studio is composed of 3 modules. Each module is powered by the centralized Galileo Guardrail Store.
Evaluate
Rapid Evaluation of Prompts, Chains and RAG systems
Observe
Real-time Observability for GenAI Apps and Models
Protect
Real-time Request and Response Interception