Awesome
<div align="center" style="margin: 30px"> <a href="https://docs.agenta.ai/self-host/migration/migration-to-postgres"> Important: We are migrating from MongoDB to PostgreSQL in v0.19! Follow this guide to migrate your data. </a> </div> </br> </br> <div align="center" style="margin: 30px"> <div> <a href="https://agentaai.notion.site/Careers-at-agenta-fb8a76d4d9044e27bd3a32678818dbc8/"> <img src="https://github.com/Agenta-AI/agenta/raw/main/.github/images/we-are-hiring.svg" alt="We are hiring! Join our team!" width="350" height="60" alt="We are hiring! Join our team!" width="350" height="60"> </a> </div> <a href="https://agenta.ai/"> <div align="center" > <picture > <source width="500" media="(prefers-color-scheme: dark)" srcset="https://github.com/Agenta-AI/agenta/assets/4510758/cdddf5ad-2352-4920-b1d9-ae7f8d9d7735" > <source width="500" media="(prefers-color-scheme: light)" srcset="https://github.com/Agenta-AI/agenta/assets/4510758/ab75cbac-b807-496f-aab3-57463a33f726" > <img alt="Shows the logo of agenta" src="https://github.com/Agenta-AI/agenta/assets/4510758/68e055d4-d7b8-4943-992f-761558c64253" > </picture> </div> </a> <h4 align="center"> <a href="https://agenta.ai">Home Page</a> | <a href="https://join.slack.com/t/agenta-hq/shared_invite/zt-1zsafop5i-Y7~ZySbhRZvKVPV5DO_7IA">Slack</a> | <a href="https://docs.agenta.ai/">Documentation</a> </h4> <div align="center"> <strong> <h2> Collaborate on prompts, evaluate, and deploy LLM applications with confidence </h2></strong> The open-source LLM developer platform for prompt-engineering, evaluation, human feedback, and deployment of complex LLM apps. </div> </br> <p align="center"> <img src="https://img.shields.io/badge/license-MIT-blue.svg" alt="MIT license." /> <a href="https://docs.agenta.ai/"> <img src="https://img.shields.io/badge/Doc-online-green" alt="Doc"> </a> <a href="https://github.com/Agenta-AI/agenta/blob/main/CONTRIBUTING.md"> <img src="https://img.shields.io/badge/PRs-Welcome-brightgreen" alt="PRs welcome" /> </a> <img src="https://img.shields.io/github/contributors/Agenta-AI/agenta" alt="Contributors"> <img src="https://img.shields.io/github/last-commit/Agenta-AI/agenta" alt="Last Commit"> <img src="https://img.shields.io/github/commit-activity/m/agenta-ai/agenta" alt="Commits per month"> <a href="https://pypi.org/project/agenta/"> <img src="https://img.shields.io/pypi/dm/agenta" alt="PyPI - Downloads"> </a> </br> </p> <p align="center"> <a href="https://join.slack.com/t/agenta-hq/shared_invite/zt-1zsafop5i-Y7~ZySbhRZvKVPV5DO_7IA"> <img src="https://img.shields.io/badge/JOIN US ON SLACK-4A154B?style=for-the-badge&logo=slack&logoColor=white" /> </a> <a href="https://www.linkedin.com/company/agenta-ai/"> <img src="https://img.shields.io/badge/LinkedIn-0077B5?style=for-the-badge&logo=linkedin&logoColor=white" /> </a> <a href="https://twitter.com/agenta_ai"> <img src="https://img.shields.io/twitter/follow/agenta_ai?style=social" height="28" /> </a> </p> </br> <a href="https://cloud.agenta.ai"> <picture> <img src="https://github.com/Agenta-AI/agenta/assets/4510758/d622f268-c295-42d4-a43c-548b611ff6f2" /> </picture> </a> <br> <br /> <br /> <div align="center" > <picture > <source width="800" media="(prefers-color-scheme: dark)" srcset="https://github.com/Agenta-AI/agenta/assets/4510758/cf6d4713-4558-4c6c-9e1b-ee4eab261f4c" > <source width="800" media="(prefers-color-scheme: light)" srcset="https://github.com/Agenta-AI/agenta/assets/4510758/ae9cf11f-8ef9-4b67-98c7-4a40341fa87a" > <img alt="Mockup agenta" src="https://github.com/Agenta-AI/agenta/assets/4510758/ae9cf11f-8ef9-4b67-98c7-4a40341fa87a" > </picture> </div> </div> <br /> <br /><h3 align="center"> <a href="#quick-start"><b>Quick Start</b></a> • <a href="#features"><b>Features</b></a> • <a href="https://docs.agenta.ai"><b>Documentation</b></a> • <a href="#enterprise-support"><b>Enterprise</b></a> • <a href="https://github.com/orgs/Agenta-AI/projects/13"><b>Roadmap</b></a> • <a href="https://join.slack.com/t/agenta-hq/shared_invite/zt-1zsafop5i-Y7~ZySbhRZvKVPV5DO_7IA"><b>Join Our Slack</b></a> • <a href="#contributing"><b>Contributing</b></a> </h3>
โญ๏ธ Why Agenta?
Agenta is an end-to-end LLM developer platform. It provides the tools for prompt engineering and management, โ๏ธ evaluation, human annotation, and :rocket: deployment. All without imposing any restrictions on your choice of framework, library, or model.
Agenta allows developers and product teams to collaborate in building production-grade LLM-powered applications in less time.
With Agenta, you can:
- ๐งช Experiment and compare prompts on any LLM workflow (chain-of-prompts, Retrieval Augmented Generation (RAG), LLM agents...)
- โ๏ธ Collect and annotate golden test sets for evaluation
- ๐ Evaluate your application with pre-existing or custom evaluators
- ๐ Annotate and A/B test your applications with human feedback
- ๐ค Collaborate with product teams for prompt engineering and evaluation
- ๐ Deploy your application in one-click in the UI, through CLI, or through github workflows.
Works with any LLM app workflow
Agenta enables prompt engineering and evaluation on any LLM app architecture:
- Chain of prompts
- RAG
- Agents
It works with any framework such as Langchain, LlamaIndex and any LLM provider (openAI, Cohere, Mistral).
Quick Start
Get started for free
Explore the Docs
Create your first application in one-minute
Create an application using Langchain
Self-host agenta
Check the Cookbook
Features
Playground | Evaluation |
---|---|
Compare and version prompts for any LLM app, from single prompt to agents. <br/> <video src="https://github.com/Agenta-AI/agenta/assets/4510758/8b736d2b-7c61-414c-b534-d95efc69134c" controls="controls" style="max-width:100%;"> | Define test sets, then evaluate manually or programmatically your different variants.<br/> <video src="https://github.com/Agenta-AI/agenta/assets/4510758/8c6997c6-da87-46ad-a81f-e15e277263d2" controls="controls" style="max-width:100%;"> |
Human annotation | Deployment |
Use Human annotator to A/B test and score your LLM apps. <br/> <img width="750" alt="Screenshot 2024-01-28 at 12 57 46" src="https://github.com/Agenta-AI/agenta/assets/4510758/bf62a697-bf19-4ba9-850e-742fbfb75424"> | When you are ready, deploy your LLM applications as APIs in one click.<br/>![]() |
Enterprise Support
Contact us here for enterprise support and early access to agenta self-managed enterprise with Kubernetes support. <br/><br/> <a href="https://cal.com/mahmoud-mabrouk-ogzgey/demo"><img src="https://cal.com/book-with-cal-dark.svg" alt="Book us"></a>
Disabling Anonymized Tracking
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, follow these steps:
- For web: Set
TELEMETRY_TRACKING_ENABLED
tofalse
in youragenta-web/.env
file. - For CLI: Set
telemetry_tracking_enabled
tofalse
in your~/.agenta/config.toml
file.
After making this change, restart Agenta Compose.
โญ๏ธ Join Our Team
Contributing
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.
Contributors โจ
<!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section --> <!-- ALL-CONTRIBUTORS-BADGE:END -->Thanks goes to these wonderful people (emoji key):
<!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section --> <!-- prettier-ignore-start --> <!-- markdownlint-disable --> <table> <tbody> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/SamMethnani"><img src="https://avatars.githubusercontent.com/u/57623556?v=4?s=100" width="100px;" alt="Sameh Methnani"/><br /><sub><b>Sameh Methnani</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=SamMethnani" title="Code">๐ป</a> <a href="https://github.com/Agenta-AI/agenta/commits?author=SamMethnani" title="Documentation">๐</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/suadsuljovic"><img src="https://avatars.githubusercontent.com/u/8658374?v=4?s=100" width="100px;" alt="Suad Suljovic"/><br /><sub><b>Suad Suljovic</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=suadsuljovic" title="Code">๐ป</a> <a href="#design-suadsuljovic" title="Design">๐จ</a> <a 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href="https://github.com/Dhaneshwarguiyan"><img src="https://avatars.githubusercontent.com/u/116065351?v=4?s=100" width="100px;" alt="Dhaneshwarguiyan"/><br /><sub><b>Dhaneshwarguiyan</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=Dhaneshwarguiyan" title="Code">๐ป</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/PentesterPriyanshu"><img src="https://avatars.githubusercontent.com/u/98478305?v=4?s=100" width="100px;" alt="Priyanshu Prajapati"/><br /><sub><b>Priyanshu Prajapati</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=PentesterPriyanshu" title="Documentation">๐</a></td> <td align="center" valign="top" width="14.28%"><a href="https://venkataravitejagullapudi.github.io/"><img src="https://avatars.githubusercontent.com/u/70102577?v=4?s=100" width="100px;" alt="Raviteja"/><br /><sub><b>Raviteja</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=VenkataRavitejaGullapudi" title="Code">๐ป</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/ArijitCloud"><img src="https://avatars.githubusercontent.com/u/81144422?v=4?s=100" width="100px;" alt="Arijit"/><br /><sub><b>Arijit</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=ArijitCloud" title="Code">๐ป</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/Yachika9925"><img src="https://avatars.githubusercontent.com/u/147185379?v=4?s=100" width="100px;" alt="Yachika9925"/><br /><sub><b>Yachika9925</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=Yachika9925" title="Documentation">๐</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/Dhoni77"><img src="https://avatars.githubusercontent.com/u/53973174?v=4?s=100" width="100px;" alt="Aldrin"/><br /><sub><b>Aldrin</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=Dhoni77" title="Tests">โ ๏ธ</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/seungduk-yanolja"><img src="https://avatars.githubusercontent.com/u/115020208?v=4?s=100" width="100px;" alt="seungduk.kim.2304"/><br /><sub><b>seungduk.kim.2304</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=seungduk-yanolja" title="Code">๐ป</a></td> <td align="center" valign="top" width="14.28%"><a href="https://dandrei.com/"><img src="https://avatars.githubusercontent.com/u/59015981?v=4?s=100" width="100px;" alt="Andrei Dragomir"/><br /><sub><b>Andrei Dragomir</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=andreiwebdev" title="Code">๐ป</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://diegolikescode.me/"><img src="https://avatars.githubusercontent.com/u/57499868?v=4?s=100" width="100px;" alt="diego"/><br /><sub><b>diego</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=diegolikescode" title="Code">๐ป</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/brockWith"><img src="https://avatars.githubusercontent.com/u/105627491?v=4?s=100" width="100px;" alt="brockWith"/><br /><sub><b>brockWith</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=brockWith" title="Code">๐ป</a></td> <td align="center" valign="top" width="14.28%"><a href="http://denniszelada.wordpress.com/"><img src="https://avatars.githubusercontent.com/u/219311?v=4?s=100" width="100px;" alt="Dennis Zelada"/><br /><sub><b>Dennis Zelada</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=denniszelada" title="Code">๐ป</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/romainrbr"><img src="https://avatars.githubusercontent.com/u/10381609?v=4?s=100" width="100px;" alt="Romain Brucker"/><br /><sub><b>Romain Brucker</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=romainrbr" title="Code">๐ป</a></td> <td align="center" valign="top" width="14.28%"><a href="http://heonheo.com"><img src="https://avatars.githubusercontent.com/u/76820291?v=4?s=100" width="100px;" alt="Heon Heo"/><br /><sub><b>Heon Heo</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=HeonHeo23" title="Code">๐ป</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/Drewski2222"><img src="https://avatars.githubusercontent.com/u/39228951?v=4?s=100" width="100px;" alt="Drew Reisner"/><br /><sub><b>Drew Reisner</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=Drewski2222" title="Code">๐ป</a></td> <td align="center" valign="top" width="14.28%"><a href="https://speakerdeck.com/eltociear"><img src="https://avatars.githubusercontent.com/u/22633385?v=4?s=100" width="100px;" alt="Ikko Eltociear Ashimine"/><br /><sub><b>Ikko Eltociear Ashimine</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=eltociear" title="Documentation">๐</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/vishalvanpariya"><img src="https://avatars.githubusercontent.com/u/27823328?v=4?s=100" width="100px;" alt="Vishal Vanpariya"/><br /><sub><b>Vishal Vanpariya</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=vishalvanpariya" title="Code">๐ป</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/youcefs21"><img src="https://avatars.githubusercontent.com/u/34604972?v=4?s=100" width="100px;" alt="Youcef Boumar"/><br /><sub><b>Youcef Boumar</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=youcefs21" title="Documentation">๐</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/LucasTrg"><img src="https://avatars.githubusercontent.com/u/47852577?v=4?s=100" width="100px;" alt="LucasTrg"/><br /><sub><b>LucasTrg</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=LucasTrg" title="Code">๐ป</a> <a href="https://github.com/Agenta-AI/agenta/issues?q=author%3ALucasTrg" title="Bug reports">๐</a></td> <td align="center" valign="top" width="14.28%"><a href="https://ashrafchowdury.me"><img src="https://avatars.githubusercontent.com/u/87828904?v=4?s=100" width="100px;" alt="Ashraf Chowdury"/><br /><sub><b>Ashraf Chowdury</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/issues?q=author%3Aashrafchowdury" title="Bug reports">๐</a> <a href="https://github.com/Agenta-AI/agenta/commits?author=ashrafchowdury" title="Code">๐ป</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/jp-agenta"><img src="https://avatars.githubusercontent.com/u/174311389?v=4?s=100" width="100px;" alt="jp-agenta"/><br /><sub><b>jp-agenta</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=jp-agenta" title="Code">๐ป</a> <a href="https://github.com/Agenta-AI/agenta/issues?q=author%3Ajp-agenta" title="Bug reports">๐</a></td> <td align="center" valign="top" width="14.28%"><a href="https://mrunhap.github.io"><img src="https://avatars.githubusercontent.com/u/24653356?v=4?s=100" width="100px;" alt="Mr Unhappy"/><br /><sub><b>Mr Unhappy</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/issues?q=author%3Amrunhap" title="Bug reports">๐</a> <a href="#infra-mrunhap" title="Infrastructure (Hosting, Build-Tools, etc)">๐</a></td> </tr> </tbody> </table> <!-- markdownlint-restore --> <!-- prettier-ignore-end --> <!-- ALL-CONTRIBUTORS-LIST:END -->This project follows the all-contributors specification. Contributions of any kind are welcome!
Attribution: Testing icons created by Freepik - Flaticon