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Agenta is a platform for building production-grade LLM applications. It helps engineering and product teams create reliable LLM apps faster.
Agenta provides end-to-end tools for the entire LLMOps workflow: building (LLM playground, evaluation), deploying (prompt and configuration management), and monitoring (LLM observability and tracing).
- Prompt Playground: Experiment, iterate on prompts, and compare outputs from over 50 LLM models side by side (docs)
- Custom Workflows: Build a playground for any custom LLM workflow, such as RAG or agents. Enable all the team to easily iterate on its parameters and evaluate it from the web UI.
- LLM evaluation: Run evaluation suite from the webUI using predefined evaluators like LLM-as-a-judge, RAG evaluators, or custom code evaluators. (docs)
- Human evaluation: Collaborate with subject matter experts for human annotation evaluation, including A/B testing and annotating golden test sets.
- Prompt Management: Version your prompts and manage them across different environments (docs, quick start)
- LLM Tracing: Observe and debug your apps with integrations to most providers and frameworks (docs, quick start)
- LLM Monitoring: Track cost and latency and compare different deployments.
The easiest way to get started is through Agenta Cloud. It is free to signup, and comes with a generous free-tier.
- Clone Agenta:
git clone https://github.com/Agenta-AI/agenta && cd agentaEdit hosting/docker-compose/oss/.env.oss.gh and add your LLM provider API keys.
Start Agenta services:
docker compose -f hosting/docker-compose/oss/docker-compose.gh.yml --env-file hosting/docker-compose/oss/.env.oss.gh --profile with-web up -d- Access Agenta at
http://localhost.
For deploying on a remote host, or using different ports refers to our self-hosting and remote deployment documentation.
By default, Agenta automatically reports anonymized basic usage statistics. This helps us understand how Agenta is used and track its overall usage and growth. This data does not include any sensitive information. To disable anonymized telemetry set TELEMETRY_ENABLED to false in your .env file.
We warmly welcome contributions to Agenta. Feel free to submit issues, fork the repository, and send pull requests.
We are usually hanging in our Slack. Feel free to join our Slack and ask us anything
Check out our Contributing Guide for more information.
Thanks goes to these wonderful people (emoji key):
This project follows the all-contributors specification. Contributions of any kind are welcome!