Agenta
ActiveDescription
Agenta is an open-source LLMOps platform providing prompt playground, prompt management, LLM evaluation, and LLM observability all in one place.
Key Features
- Interactive LLM Playground for side-by-side prompt comparison with 50+ model support
- Integrated prompt management with version control, branching, and environment management
- Systematic LLM evaluation with 20+ pre-built evaluators, LLM-as-judge, and human feedback
- OpenTelemetry-native observability with cost tracking, latency monitoring, and detailed tracing
- Flexible testset creation from production data, playground experiments, or CSV uploads
- Self-hosted Docker deployment or managed Agenta Cloud with free tier
Use Cases
💡 Collaborative prompt engineering with SMEs using a visual playground
💡 Production LLM application monitoring and cost optimization
💡 Automated regression testing for prompt changes before deployment
💡 Multi-model A/B testing to compare LLM performance across providers
💡 Debugging complex LLM workflows with OpenTelemetry-compatible tracing
Categories
Quick Start
1. Sign up at cloud.agenta.ai (free, no credit card) or clone the repo. 2. For self-hosting: git clone the repo, copy the env example, and run docker compose. 3. Create your first LLM app in the playground, write prompts, and run evaluations.