<p align="center">
<a href="https://agenta.ai?utm_source=github&utm_medium=referral&utm_campaign=readme">
<picture >
<source width="275" media="(prefers-color-scheme: dark)" srcset="https://github.com/Agenta-AI/agenta/assets/4510758/cdddf5ad-2352-4920-b1d9-ae7f8d9d7735" >
<source width="275" 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>
</a>
</p>
<p align="center">
<a href="https://docs.agenta.ai?utm_source=github&utm_medium=referral&utm_campaign=readme">Documentation</a> |
<a href="https://agenta.ai?utm_source=github&utm_medium=referral&utm_campaign=readme">Website</a> |
<a href="https://join.slack.com/t/agenta-hq/shared_invite/zt-2yewk6o2b-DmhyA4h_lkKwecDtIsj1AQ">Slack</a>
</p>
<div align="center">
<strong> <h1> The Open source LLMOps Platform </h1></strong>
Prompt playground, prompt management, evaluation, and observability
</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?utm_source=github&utm_medium=referral&utm_campaign=readme">
<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-2yewk6o2b-DmhyA4h_lkKwecDtIsj1AQ">
<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 />
<p align="center">
<a href="https://cloud.agenta.ai?utm_source=github&utm_medium=referral&utm_campaign=readme">
<picture >
<source width="275" media="(prefers-color-scheme: dark)" srcset="https://github.com/user-attachments/assets/b8912ecb-c7a0-47bd-8507-29b12382fef6" >
<source width="275" media="(prefers-color-scheme: light)" srcset="https://github.com/user-attachments/assets/f133dd08-04a3-4b20-b047-22f8f841cfbb" >
<img alt="Try Agenta Live Demo" src="https://github.com/Agenta-AI/agenta/assets/4510758/68e055d4-d7b8-4943-992f-761558c64253" >
</picture>
</a>
</p>
<br/>
<br />
<div align="center" >
<a href="https://cloud.agenta.ai?utm_source=github&utm_medium=referral&utm_campaign=readme">
<picture >
<img width="800" alt="Screenshot Agenta" src="https://github.com/user-attachments/assets/32e95ddb-e001-4462-b92e-72bf4cc78597" >
</picture>
</a>
</div>
</div>
<br />
<br />
---
<h3 align="center">
<a href="https://docs.agenta.ai?utm_source=github&utm_medium=referral&utm_campaign=readme"><b>Documentation</b></a> •
<a href="https://docs.agenta.ai/changelog/main?utm_source=github&utm_medium=referral&utm_campaign=readme"><b>Changelog</b></a> •
<a href="https://agenta.ai?utm_source=github&utm_medium=referral&utm_campaign=readme"><b>Website</b></a> •
<a href="https://cloud.agenta.ai?utm_source=github&utm_medium=referral&utm_campaign=readme"><b>Agenta Cloud</b></a>
</h3>
---
## What is Agenta?
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**).
## Features
- **Prompt Playground**: Experiment, iterate on prompts, and compare outputs from over 50 LLM models side by side ([docs](https://docs.agenta.ai/prompt-management/using-the-playground?utm_source=github&utm_medium=referral&utm_campaign=readme))
- **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](https://docs.agenta.ai/evaluation/overview?utm_source=github&utm_medium=referral&utm_campaign=readme))
- **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](https://docs.agenta.ai/prompt-management/overview?utm_source=github&utm_medium=referral&utm_campaign=readme), [quick start](https://docs.agenta.ai/prompt-management/quick-start?utm_source=github&utm_medium=referral&utm_campaign=readme))
- **LLM Tracing**: Observe and debug your apps with integrations to most providers and frameworks ([docs](https://docs.agenta.ai/observability/overview?utm_source=github&utm_medium=referral&utm_campaign=readme), [quick start](https://docs.agenta.ai/observability/quickstart?utm_source=github&utm_medium=referral&utm_campaign=readme))
- **LLM Monitoring**: Track cost and latency and compare different deployments.
## Getting Started
### Agenta Cloud:
The easiest way to get started is through Agenta Cloud. It is free to signup, and comes with a generous free-tier.
<a href="https://cloud.agenta.ai?utm_source=github&utm_medium=referral&utm_campaign=readme">
<picture >
<source width="160" media="(prefers-color-scheme: dark)" srcset="https://github.com/user-attachments/assets/759422d8-01bc-4503-bf3c-b5871c99359a" >
<source width="160" media="(prefers-color-scheme: light)" srcset="https://github.com/user-attachments/assets/ffa9af5f-0981-4e95-9272-cb35eedb6780" >
<img alt="Get Started with Agenta Cloud" src="https://github.com/user-attachments/assets/ffa9af5f-0981-4e95-9272-cb35eedb6780" >
</picture>
</a>
### Self-hosting Agenta
#### Quick Setup (Port 80)
```bash
mkdir agenta && cd agenta
curl -L https://raw.githubusercontent.com/agenta-ai/agenta/main/docker-compose.gh.yml -o docker-compose.gh.yml
echo "OPENAI_API_KEY=sk-xxx" > .env
docker compose -f docker-compose.gh.yml --env-file .env up -d --pull always
```
#### Deployment Options
- To use a different port or customize your deployment, see our [deployment documentation](https://docs.agenta.ai/self-host/host-locally?utm_source=github&utm_medium=referral&utm_campaign=readme)
- For deploying on cloud platforms, refer to our guides for [AWS](https://docs.agenta.ai/self-host/deploy_remotly/host-on-aws?utm_source=github&utm_medium=referral&utm_campaign=readme), [GCP](https://docs.agenta.ai/self-host/deploy_remotly/host-on-gcp?utm_source=github&utm_medium=referral&utm_campaign=readme), or [other remote hosting options](https://docs.agenta.ai/self-host/deploy_remotly/host-remotely?utm_source=github&utm_medium=referral&utm_campaign=readme)
## 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` to `false` in your `agenta-web/.env` file.
- For CLI: Set `telemetry_tracking_enabled` to `false` in your `~/.agenta/config.toml` file.
## 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](https://join.slack.com/t/agenta-hq/shared_invite/zt-2yewk6o2b-DmhyA4h_lkKwecDtIsj1AQ)
Check out our [Contributing Guide](https://docs.agenta.ai/misc/contributing/getting-started?utm_source=github&utm_medium=referral&utm_campaign=readme) for more information.
### Contributors โจ
<!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section -->
[](#contributors-)
<!-- ALL-CONTRIBUTORS-BADGE:END -->
Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/docs/en/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 href="#mentoring-suadsuljovic" title="Mentoring">๐งโ๐ซ</a> <a href="https://github.com/Agenta-AI/agenta/pulls?q=is%3Apr+reviewed-by%3Asuadsuljovic" title="Reviewed Pull Requests">๐</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/burtenshaw"><img src="https://avatars.githubusercontent.com/u/19620375?v=4?s=100" width="100px;" alt="burtenshaw"/><br /><sub><b>burtenshaw</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=burtenshaw" title="Code">๐ป</a></td>
<td align="center" valign="top" width="14.28%"><a href="http://abram.tech"><img src="https://avatars.githubusercontent.com/u/55067204?v=4?s=100" width="100px;" alt="Abram"/><br /><sub><b>Abram</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=aybruhm" title="Code">๐ป</a> <a href="https://github.com/Agenta-AI/agenta/commits?author=aybruhm" title="Documentation">๐</a></td>
<td align="center" valign="top" width="14.28%"><a href="http://israelabebe.com"><img src="https://avatars.githubusercontent.com/u/7479824?v=4?s=100" width="100px;" alt="Israel Abebe"/><br /><sub><b>Israel Abebe</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/issues?q=author%3Avernu" title="Bug reports">๐</a> <a href="#design-vernu" title="Design">๐จ</a> <a href="https://github.com/Agenta-AI/agenta/commits?author=vernu" title="Code">๐ป</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/SohaibAnwaar"><img src="https://avatars.githubusercontent.com/u/29427728?v=4?s=100" width="100px;" alt="Master X"/><br /><sub><b>Master X</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=SohaibAnwaar" title="Code">๐ป</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://main-portfolio-26wv6oglp-witehound.vercel.app/"><img src="https://avatars.githubusercontent.com/u/26417477?v=4?s=100" width="100px;" alt="corinthian"/><br /><sub><b>corinthian</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=witehound" title="Code">๐ป</a> <a href="#design-witehound" title="Design">๐จ</a></td>
</tr>
<tr>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/Pajko97"><img src="https://avatars.githubusercontent.com/u/25198892?v=4?s=100" width="100px;" alt="Pavle Janjusevic"/><br /><sub><b>Pavle Janjusevic</b></sub></a><br /><a href="#infra-Pajko97" title="Infrastructure (Hosting, Build-Tools, etc)">๐</a></td>
<td align="center" valign="top" width="14.28%"><a href="http://kaosiso-ezealigo.netlify.app"><img src="https://avatars.githubusercontent.com/u/99529776?v=4?s=100" width="100px;" alt="Kaosi Ezealigo"/><br /><sub><b>Kaosi Ezealigo</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/issues?q=author%3Abekossy" title="Bug reports">๐</a> <a href="https://github.com/Agenta-AI/agenta/commits?author=bekossy" title="Code">๐ป</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/albnunes"><img src="https://avatars.githubusercontent.com/u/46302915?v=4?s=100" width="100px;" alt="Alberto Nunes"/><br /><sub><b>Alberto Nunes</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/issues?q=author%3Aalbnunes" title="Bug reports">๐</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://www.linkedin.com/in/mohammed-maaz-6290b0116/"><img src="https://avatars.githubusercontent.com/u/17180132?v=4?s=100" width="100px;" alt="Maaz Bin Khawar"/><br /><sub><b>Maaz Bin Khawar</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=MohammedMaaz" title="Code">๐ป</a> <a href="https://github.com/Agenta-AI/agenta/pulls?q=is%3Apr+reviewed-by%3AMohammedMaaz" title="Reviewed Pull Requests">๐</a> <a href="#mentoring-MohammedMaaz" title="Mentoring">๐งโ๐ซ</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/devgenix"><img src="https://avatars.githubusercontent.com/u/56418363?v=4?s=100" width="100px;" alt="Nehemiah Onyekachukwu Emmanuel"/><br /><sub><b>Nehemiah Onyekachukwu Emmanuel</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=devgenix" title="Code">๐ป</a> <a href="#example-devgenix" title="Examples">๐ก</a> <a href="https://github.com/Agenta-AI/agenta/commits?author=devgenix" title="Documentation">๐</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/philipokiokio"><img src="https://avatars.githubusercontent.com/u/55271518?v=4?s=100" width="100px;" alt="Philip Okiokio"/><br /><sub><b>Philip Okiokio</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=philipokiokio" title="Documentation">๐</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://sweetdevil144.github.io/My-Website/"><img src="https://avatars.githubusercontent.com/u/117591942?v=4?s=100" width="100px;" alt="Abhinav Pandey"/><br /><sub><b>Abhinav Pandey</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=Sweetdevil144" title="Code">๐ป</a></td>
</tr>
<tr>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/RamchandraWarang9822"><img src="https://avatars.githubusercontent.com/u/92023869?v=4?s=100" width="100px;" alt="Ramchandra Warang"/><br /><sub><b>Ramchandra Warang</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=RamchandraWarang9822" title="Code">๐ป</a> <a href="https://github.com/Agenta-AI/agenta/issues?q=author%3ARamchandraWarang9822" title="Bug reports">๐</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/lazyfuhrer"><img src="https://avatars.githubusercontent.com/u/64888892?v=4?s=100" width="100px;" alt="Biswarghya Biswas"/><br /><sub><b>Biswarghya Biswas</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=lazyfuhrer" title="Code">๐ป</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/okieLoki"><img src="https://avatars.githubusercontent.com/u/96105929?v=4?s=100" width="100px;" alt="Uddeepta Raaj Kashyap"/><br /><sub><b>Uddeepta Raaj Kashyap</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=okieLoki" title="Code">๐ป</a></td>
<td align="center" valign="top" width="14.28%"><a href="http://www.linkedin.com/in/nayeem-abdullah-317098141"><img src="https://avatars.githubusercontent.com/u/32274108?v=4?s=100" width="100px;" alt="Nayeem Abdullah"/><br /><sub><b>Nayeem Abdullah</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=nayeem01" title="Code">๐ป</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/kangsuhyun-yanolja"><img src="https://avatars.githubusercontent.com/u/124246127?v=4?s=100" width="100px;" alt="Kang Suhyun"/><br /><sub><b>Kang Suhyun</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=kangsuhyun-yanolja" title="Code">๐ป</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/yeokyeong-yanolja"><img src="https://avatars.githubusercontent.com/u/128676129?v=4?s=100" width="100px;" alt="Yoon"/><br /><sub><b>Yoon</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=yeokyeong-yanolja" title="Code">๐ป</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://mrkirthi24.netlify.app/"><img src="https://avatars.githubusercontent.com/u/53830546?v=4?s=100" width="100px;" alt="Kirthi Bagrecha Jain"/><br /><sub><b>Kirthi Bagrecha Jain</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=mrkirthi-24" title="Code">๐ป</a></td>
</tr>
<tr>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/navdeep1840"><img src="https://avatars.githubusercontent.com/u/80774259?v=4?s=100" width="100px;" alt="Navdeep"/><br /><sub><b>Navdeep</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=navdeep1840" title="Code">๐ป</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://www.linkedin.com/in/rhythm-sharma-708a421a8/"><img src="https://avatars.githubusercontent.com/u/64489317?v=4?s=100" width="100px;" alt="Rhythm Sharma"/><br /><sub><b>Rhythm Sharma</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=Rhythm-08" title="Code">๐ป</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://osinachi.me"><img src="https://avatars.githubusercontent.com/u/40396070?v=4?s=100" width="100px;" alt="Osinachi Chukwujama "/><br /><sub><b>Osinachi Chukwujama </b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=vicradon" title="Code">๐ป</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://liduos.com/"><img src="https://avatars.githubusercontent.com/u/47264881?v=4?s=100" width="100px;" alt="่ซๅฐ็ดข"/><br /><sub><b>่ซๅฐ็ดข</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=morsoli" title="Documentation">๐</a></td>
<td align="center" valign="top" width="14.28%"><a href="http://luccithedev.com"><img src="https://avatars.githubusercontent.com/u/22600781?v=4?s=100" width="100px;" alt="Agunbiade Adedeji"/><br /><sub><b>Agunbiade Adedeji</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=dejongbaba" title="Code">๐ป</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://techemmy.github.io/"><img src="https://avatars.githubusercontent.com/u/43725109?v=4?s=100" width="100px;" alt="Emmanuel Oloyede"/><br /><sub><b>Emmanuel Oloyede</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=techemmy" title="Code">๐ป</a> <a href="https://github.com/Agenta-AI/agenta/commits?author=techemmy" title="Documentation">๐</a></td>
<td align="center" valign="top" width="14.28%"><a 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>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/morenobonaventura"><img src="https://avatars.githubusercontent.com/u/2118854?v=4?s=100" width="100px;" alt="Moreno Bonaventura"/><br /><sub><b>Moreno Bonaventura</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/issues?q=author%3Amorenobonaventura" title="Bug reports">๐</a></td>
</tr>
</tbody>
</table>
<!-- markdownlint-restore -->
<!-- prettier-ignore-end -->
<!-- ALL-CONTRIBUTORS-LIST:END -->
This project follows the [all-contributors](https://github.com/all-contributors/all-contributors) specification. Contributions of any kind are welcome!
Raw data
{
"_id": null,
"home_page": "https://agenta.ai",
"name": "agenta",
"maintainer": null,
"docs_url": null,
"requires_python": "<4.0,>=3.9",
"maintainer_email": null,
"keywords": "LLMOps, LLM, evaluation, prompt engineering",
"author": "Mahmoud Mabrouk",
"author_email": "mahmoud@agenta.ai",
"download_url": "https://files.pythonhosted.org/packages/a5/9a/b96d31869c92f43ddeb1340eb4ba1f32ae5a733e9bcb5d04a7c3766f1fbe/agenta-0.33.5.tar.gz",
"platform": null,
"description": "<p align=\"center\">\n <a href=\"https://agenta.ai?utm_source=github&utm_medium=referral&utm_campaign=readme\">\n <picture >\n <source width=\"275\" media=\"(prefers-color-scheme: dark)\" srcset=\"https://github.com/Agenta-AI/agenta/assets/4510758/cdddf5ad-2352-4920-b1d9-ae7f8d9d7735\" >\n <source width=\"275\" media=\"(prefers-color-scheme: light)\" srcset=\"https://github.com/Agenta-AI/agenta/assets/4510758/ab75cbac-b807-496f-aab3-57463a33f726\" >\n <img alt=\"Shows the logo of agenta\" src=\"https://github.com/Agenta-AI/agenta/assets/4510758/68e055d4-d7b8-4943-992f-761558c64253\" >\n </picture>\n </a>\n</p>\n <p align=\"center\">\n <a href=\"https://docs.agenta.ai?utm_source=github&utm_medium=referral&utm_campaign=readme\">Documentation</a> |\n <a href=\"https://agenta.ai?utm_source=github&utm_medium=referral&utm_campaign=readme\">Website</a> |\n <a href=\"https://join.slack.com/t/agenta-hq/shared_invite/zt-2yewk6o2b-DmhyA4h_lkKwecDtIsj1AQ\">Slack</a>\n </p>\n<div align=\"center\">\n <strong> <h1> The Open source LLMOps Platform </h1></strong>\n Prompt playground, prompt management, evaluation, and observability\n</div>\n</br>\n<p align=\"center\">\n <img src=\"https://img.shields.io/badge/license-MIT-blue.svg\" alt=\"MIT license.\" />\n <a href=\"https://docs.agenta.ai?utm_source=github&utm_medium=referral&utm_campaign=readme\">\n <img src=\"https://img.shields.io/badge/Doc-online-green\" alt=\"Doc\">\n </a>\n\n <a href=\"https://github.com/Agenta-AI/agenta/blob/main/CONTRIBUTING.md\">\n <img src=\"https://img.shields.io/badge/PRs-Welcome-brightgreen\" alt=\"PRs welcome\" />\n </a>\n <img src=\"https://img.shields.io/github/contributors/Agenta-AI/agenta\" alt=\"Contributors\">\n <img src=\"https://img.shields.io/github/last-commit/Agenta-AI/agenta\" alt=\"Last Commit\">\n <img src=\"https://img.shields.io/github/commit-activity/m/agenta-ai/agenta\" alt=\"Commits per month\">\n\n <a href=\"https://pypi.org/project/agenta/\">\n <img src=\"https://img.shields.io/pypi/dm/agenta\" alt=\"PyPI - Downloads\">\n </a>\n</br>\n</p>\n\n<p align=\"center\">\n <a href=\"https://join.slack.com/t/agenta-hq/shared_invite/zt-2yewk6o2b-DmhyA4h_lkKwecDtIsj1AQ\">\n <img src=\"https://img.shields.io/badge/JOIN US ON SLACK-4A154B?style=for-the-badge&logo=slack&logoColor=white\" />\n </a>\n <a href=\"https://www.linkedin.com/company/agenta-ai/\">\n <img src=\"https://img.shields.io/badge/LinkedIn-0077B5?style=for-the-badge&logo=linkedin&logoColor=white\" />\n </a>\n <a href=\"https://twitter.com/agenta_ai\">\n <img src=\"https://img.shields.io/twitter/follow/agenta_ai?style=social\" height=\"28\" />\n </a>\n</p>\n\n <br />\n<p align=\"center\">\n <a href=\"https://cloud.agenta.ai?utm_source=github&utm_medium=referral&utm_campaign=readme\">\n <picture >\n <source width=\"275\" media=\"(prefers-color-scheme: dark)\" srcset=\"https://github.com/user-attachments/assets/b8912ecb-c7a0-47bd-8507-29b12382fef6\" >\n <source width=\"275\" media=\"(prefers-color-scheme: light)\" srcset=\"https://github.com/user-attachments/assets/f133dd08-04a3-4b20-b047-22f8f841cfbb\" >\n <img alt=\"Try Agenta Live Demo\" src=\"https://github.com/Agenta-AI/agenta/assets/4510758/68e055d4-d7b8-4943-992f-761558c64253\" >\n </picture>\n </a>\n</p>\n\n<br/>\n <br />\n <div align=\"center\" >\n <a href=\"https://cloud.agenta.ai?utm_source=github&utm_medium=referral&utm_campaign=readme\">\n <picture >\n <img width=\"800\" alt=\"Screenshot Agenta\" src=\"https://github.com/user-attachments/assets/32e95ddb-e001-4462-b92e-72bf4cc78597\" >\n </picture>\n </a>\n </div>\n</div>\n<br />\n<br />\n\n---\n\n<h3 align=\"center\">\n <a href=\"https://docs.agenta.ai?utm_source=github&utm_medium=referral&utm_campaign=readme\"><b>Documentation</b></a> •\n <a href=\"https://docs.agenta.ai/changelog/main?utm_source=github&utm_medium=referral&utm_campaign=readme\"><b>Changelog</b></a> •\n <a href=\"https://agenta.ai?utm_source=github&utm_medium=referral&utm_campaign=readme\"><b>Website</b></a> •\n <a href=\"https://cloud.agenta.ai?utm_source=github&utm_medium=referral&utm_campaign=readme\"><b>Agenta Cloud</b></a>\n\n</h3>\n\n---\n\n## What is Agenta?\n\nAgenta is a platform for building production-grade LLM applications. It helps **engineering and product teams** create reliable LLM apps faster.\n\n\nAgenta 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**).\n\n## Features\n- **Prompt Playground**: Experiment, iterate on prompts, and compare outputs from over 50 LLM models side by side ([docs](https://docs.agenta.ai/prompt-management/using-the-playground?utm_source=github&utm_medium=referral&utm_campaign=readme))\n- **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.\n- **LLM evaluation**: Run evaluation suite from the webUI using predefined evaluators like LLM-as-a-judge, RAG evaluators, or custom code evaluators. ([docs](https://docs.agenta.ai/evaluation/overview?utm_source=github&utm_medium=referral&utm_campaign=readme))\n- **Human evaluation**: Collaborate with subject matter experts for human annotation evaluation, including A/B testing and annotating golden test sets.\n- **Prompt Management**: Version your prompts and manage them across different environments ([docs](https://docs.agenta.ai/prompt-management/overview?utm_source=github&utm_medium=referral&utm_campaign=readme), [quick start](https://docs.agenta.ai/prompt-management/quick-start?utm_source=github&utm_medium=referral&utm_campaign=readme))\n- **LLM Tracing**: Observe and debug your apps with integrations to most providers and frameworks ([docs](https://docs.agenta.ai/observability/overview?utm_source=github&utm_medium=referral&utm_campaign=readme), [quick start](https://docs.agenta.ai/observability/quickstart?utm_source=github&utm_medium=referral&utm_campaign=readme))\n- **LLM Monitoring**: Track cost and latency and compare different deployments.\n\n \n## Getting Started \n### Agenta Cloud:\nThe easiest way to get started is through Agenta Cloud. It is free to signup, and comes with a generous free-tier.\n\n <a href=\"https://cloud.agenta.ai?utm_source=github&utm_medium=referral&utm_campaign=readme\">\n <picture >\n <source width=\"160\" media=\"(prefers-color-scheme: dark)\" srcset=\"https://github.com/user-attachments/assets/759422d8-01bc-4503-bf3c-b5871c99359a\" >\n <source width=\"160\" media=\"(prefers-color-scheme: light)\" srcset=\"https://github.com/user-attachments/assets/ffa9af5f-0981-4e95-9272-cb35eedb6780\" >\n <img alt=\"Get Started with Agenta Cloud\" src=\"https://github.com/user-attachments/assets/ffa9af5f-0981-4e95-9272-cb35eedb6780\" >\n </picture>\n </a>\n \n \n### Self-hosting Agenta\n\n#### Quick Setup (Port 80)\n```bash\nmkdir agenta && cd agenta\ncurl -L https://raw.githubusercontent.com/agenta-ai/agenta/main/docker-compose.gh.yml -o docker-compose.gh.yml\necho \"OPENAI_API_KEY=sk-xxx\" > .env\ndocker compose -f docker-compose.gh.yml --env-file .env up -d --pull always\n```\n\n#### Deployment Options\n- To use a different port or customize your deployment, see our [deployment documentation](https://docs.agenta.ai/self-host/host-locally?utm_source=github&utm_medium=referral&utm_campaign=readme)\n- For deploying on cloud platforms, refer to our guides for [AWS](https://docs.agenta.ai/self-host/deploy_remotly/host-on-aws?utm_source=github&utm_medium=referral&utm_campaign=readme), [GCP](https://docs.agenta.ai/self-host/deploy_remotly/host-on-gcp?utm_source=github&utm_medium=referral&utm_campaign=readme), or [other remote hosting options](https://docs.agenta.ai/self-host/deploy_remotly/host-remotely?utm_source=github&utm_medium=referral&utm_campaign=readme)\n\n## Disabling Anonymized Tracking\n\nBy 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:\n\n- For web: Set `TELEMETRY_TRACKING_ENABLED` to `false` in your `agenta-web/.env` file.\n- For CLI: Set `telemetry_tracking_enabled` to `false` in your `~/.agenta/config.toml` file.\n\n\n## Contributing\n\nWe warmly welcome contributions to Agenta. Feel free to submit issues, fork the repository, and send pull requests.\n\nWe are usually hanging in our Slack. Feel free to [join our Slack and ask us anything](https://join.slack.com/t/agenta-hq/shared_invite/zt-2yewk6o2b-DmhyA4h_lkKwecDtIsj1AQ)\n\nCheck out our [Contributing Guide](https://docs.agenta.ai/misc/contributing/getting-started?utm_source=github&utm_medium=referral&utm_campaign=readme) for more information.\n\n### Contributors \u2728\n\n<!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section -->\n[](#contributors-)\n<!-- ALL-CONTRIBUTORS-BADGE:END -->\n\nThanks goes to these wonderful people ([emoji key](https://allcontributors.org/docs/en/emoji-key)):\n\n<!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section -->\n<!-- prettier-ignore-start -->\n<!-- markdownlint-disable -->\n<table>\n <tbody>\n <tr>\n <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\">\ud83d\udcbb</a> <a href=\"https://github.com/Agenta-AI/agenta/commits?author=SamMethnani\" title=\"Documentation\">\ud83d\udcd6</a></td>\n <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\">\ud83d\udcbb</a> <a href=\"#design-suadsuljovic\" title=\"Design\">\ud83c\udfa8</a> <a href=\"#mentoring-suadsuljovic\" title=\"Mentoring\">\ud83e\uddd1\u200d\ud83c\udfeb</a> <a href=\"https://github.com/Agenta-AI/agenta/pulls?q=is%3Apr+reviewed-by%3Asuadsuljovic\" title=\"Reviewed Pull Requests\">\ud83d\udc40</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/burtenshaw\"><img src=\"https://avatars.githubusercontent.com/u/19620375?v=4?s=100\" width=\"100px;\" alt=\"burtenshaw\"/><br /><sub><b>burtenshaw</b></sub></a><br /><a href=\"https://github.com/Agenta-AI/agenta/commits?author=burtenshaw\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"http://abram.tech\"><img src=\"https://avatars.githubusercontent.com/u/55067204?v=4?s=100\" width=\"100px;\" alt=\"Abram\"/><br /><sub><b>Abram</b></sub></a><br /><a href=\"https://github.com/Agenta-AI/agenta/commits?author=aybruhm\" title=\"Code\">\ud83d\udcbb</a> <a href=\"https://github.com/Agenta-AI/agenta/commits?author=aybruhm\" title=\"Documentation\">\ud83d\udcd6</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"http://israelabebe.com\"><img src=\"https://avatars.githubusercontent.com/u/7479824?v=4?s=100\" width=\"100px;\" alt=\"Israel Abebe\"/><br /><sub><b>Israel Abebe</b></sub></a><br /><a href=\"https://github.com/Agenta-AI/agenta/issues?q=author%3Avernu\" title=\"Bug reports\">\ud83d\udc1b</a> <a href=\"#design-vernu\" title=\"Design\">\ud83c\udfa8</a> <a href=\"https://github.com/Agenta-AI/agenta/commits?author=vernu\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/SohaibAnwaar\"><img src=\"https://avatars.githubusercontent.com/u/29427728?v=4?s=100\" width=\"100px;\" alt=\"Master X\"/><br /><sub><b>Master X</b></sub></a><br /><a href=\"https://github.com/Agenta-AI/agenta/commits?author=SohaibAnwaar\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://main-portfolio-26wv6oglp-witehound.vercel.app/\"><img src=\"https://avatars.githubusercontent.com/u/26417477?v=4?s=100\" width=\"100px;\" alt=\"corinthian\"/><br /><sub><b>corinthian</b></sub></a><br /><a href=\"https://github.com/Agenta-AI/agenta/commits?author=witehound\" title=\"Code\">\ud83d\udcbb</a> <a href=\"#design-witehound\" title=\"Design\">\ud83c\udfa8</a></td>\n </tr>\n <tr>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/Pajko97\"><img src=\"https://avatars.githubusercontent.com/u/25198892?v=4?s=100\" width=\"100px;\" alt=\"Pavle Janjusevic\"/><br /><sub><b>Pavle Janjusevic</b></sub></a><br /><a href=\"#infra-Pajko97\" title=\"Infrastructure (Hosting, Build-Tools, etc)\">\ud83d\ude87</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"http://kaosiso-ezealigo.netlify.app\"><img src=\"https://avatars.githubusercontent.com/u/99529776?v=4?s=100\" width=\"100px;\" alt=\"Kaosi Ezealigo\"/><br /><sub><b>Kaosi Ezealigo</b></sub></a><br /><a href=\"https://github.com/Agenta-AI/agenta/issues?q=author%3Abekossy\" title=\"Bug reports\">\ud83d\udc1b</a> <a href=\"https://github.com/Agenta-AI/agenta/commits?author=bekossy\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/albnunes\"><img src=\"https://avatars.githubusercontent.com/u/46302915?v=4?s=100\" width=\"100px;\" alt=\"Alberto Nunes\"/><br /><sub><b>Alberto Nunes</b></sub></a><br /><a href=\"https://github.com/Agenta-AI/agenta/issues?q=author%3Aalbnunes\" title=\"Bug reports\">\ud83d\udc1b</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://www.linkedin.com/in/mohammed-maaz-6290b0116/\"><img src=\"https://avatars.githubusercontent.com/u/17180132?v=4?s=100\" width=\"100px;\" alt=\"Maaz Bin Khawar\"/><br /><sub><b>Maaz Bin Khawar</b></sub></a><br /><a href=\"https://github.com/Agenta-AI/agenta/commits?author=MohammedMaaz\" title=\"Code\">\ud83d\udcbb</a> <a href=\"https://github.com/Agenta-AI/agenta/pulls?q=is%3Apr+reviewed-by%3AMohammedMaaz\" title=\"Reviewed Pull Requests\">\ud83d\udc40</a> <a href=\"#mentoring-MohammedMaaz\" title=\"Mentoring\">\ud83e\uddd1\u200d\ud83c\udfeb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/devgenix\"><img src=\"https://avatars.githubusercontent.com/u/56418363?v=4?s=100\" width=\"100px;\" alt=\"Nehemiah Onyekachukwu Emmanuel\"/><br /><sub><b>Nehemiah Onyekachukwu Emmanuel</b></sub></a><br /><a href=\"https://github.com/Agenta-AI/agenta/commits?author=devgenix\" title=\"Code\">\ud83d\udcbb</a> <a href=\"#example-devgenix\" title=\"Examples\">\ud83d\udca1</a> <a href=\"https://github.com/Agenta-AI/agenta/commits?author=devgenix\" title=\"Documentation\">\ud83d\udcd6</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/philipokiokio\"><img src=\"https://avatars.githubusercontent.com/u/55271518?v=4?s=100\" width=\"100px;\" alt=\"Philip Okiokio\"/><br /><sub><b>Philip Okiokio</b></sub></a><br /><a href=\"https://github.com/Agenta-AI/agenta/commits?author=philipokiokio\" title=\"Documentation\">\ud83d\udcd6</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://sweetdevil144.github.io/My-Website/\"><img src=\"https://avatars.githubusercontent.com/u/117591942?v=4?s=100\" width=\"100px;\" alt=\"Abhinav Pandey\"/><br /><sub><b>Abhinav Pandey</b></sub></a><br /><a href=\"https://github.com/Agenta-AI/agenta/commits?author=Sweetdevil144\" title=\"Code\">\ud83d\udcbb</a></td>\n </tr>\n <tr>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/RamchandraWarang9822\"><img src=\"https://avatars.githubusercontent.com/u/92023869?v=4?s=100\" width=\"100px;\" alt=\"Ramchandra Warang\"/><br /><sub><b>Ramchandra Warang</b></sub></a><br /><a href=\"https://github.com/Agenta-AI/agenta/commits?author=RamchandraWarang9822\" title=\"Code\">\ud83d\udcbb</a> <a href=\"https://github.com/Agenta-AI/agenta/issues?q=author%3ARamchandraWarang9822\" title=\"Bug reports\">\ud83d\udc1b</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/lazyfuhrer\"><img src=\"https://avatars.githubusercontent.com/u/64888892?v=4?s=100\" width=\"100px;\" alt=\"Biswarghya Biswas\"/><br /><sub><b>Biswarghya Biswas</b></sub></a><br /><a href=\"https://github.com/Agenta-AI/agenta/commits?author=lazyfuhrer\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/okieLoki\"><img src=\"https://avatars.githubusercontent.com/u/96105929?v=4?s=100\" width=\"100px;\" alt=\"Uddeepta Raaj Kashyap\"/><br /><sub><b>Uddeepta Raaj Kashyap</b></sub></a><br /><a href=\"https://github.com/Agenta-AI/agenta/commits?author=okieLoki\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"http://www.linkedin.com/in/nayeem-abdullah-317098141\"><img src=\"https://avatars.githubusercontent.com/u/32274108?v=4?s=100\" width=\"100px;\" alt=\"Nayeem Abdullah\"/><br /><sub><b>Nayeem Abdullah</b></sub></a><br /><a href=\"https://github.com/Agenta-AI/agenta/commits?author=nayeem01\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/kangsuhyun-yanolja\"><img src=\"https://avatars.githubusercontent.com/u/124246127?v=4?s=100\" width=\"100px;\" alt=\"Kang Suhyun\"/><br /><sub><b>Kang Suhyun</b></sub></a><br /><a href=\"https://github.com/Agenta-AI/agenta/commits?author=kangsuhyun-yanolja\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/yeokyeong-yanolja\"><img src=\"https://avatars.githubusercontent.com/u/128676129?v=4?s=100\" width=\"100px;\" alt=\"Yoon\"/><br /><sub><b>Yoon</b></sub></a><br /><a href=\"https://github.com/Agenta-AI/agenta/commits?author=yeokyeong-yanolja\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://mrkirthi24.netlify.app/\"><img src=\"https://avatars.githubusercontent.com/u/53830546?v=4?s=100\" width=\"100px;\" alt=\"Kirthi Bagrecha Jain\"/><br /><sub><b>Kirthi Bagrecha Jain</b></sub></a><br /><a href=\"https://github.com/Agenta-AI/agenta/commits?author=mrkirthi-24\" title=\"Code\">\ud83d\udcbb</a></td>\n </tr>\n <tr>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/navdeep1840\"><img src=\"https://avatars.githubusercontent.com/u/80774259?v=4?s=100\" width=\"100px;\" alt=\"Navdeep\"/><br /><sub><b>Navdeep</b></sub></a><br /><a href=\"https://github.com/Agenta-AI/agenta/commits?author=navdeep1840\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://www.linkedin.com/in/rhythm-sharma-708a421a8/\"><img src=\"https://avatars.githubusercontent.com/u/64489317?v=4?s=100\" width=\"100px;\" alt=\"Rhythm Sharma\"/><br /><sub><b>Rhythm Sharma</b></sub></a><br /><a href=\"https://github.com/Agenta-AI/agenta/commits?author=Rhythm-08\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://osinachi.me\"><img src=\"https://avatars.githubusercontent.com/u/40396070?v=4?s=100\" width=\"100px;\" alt=\"Osinachi Chukwujama \"/><br /><sub><b>Osinachi Chukwujama </b></sub></a><br /><a href=\"https://github.com/Agenta-AI/agenta/commits?author=vicradon\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://liduos.com/\"><img src=\"https://avatars.githubusercontent.com/u/47264881?v=4?s=100\" width=\"100px;\" alt=\"\u83ab\u5c14\u7d22\"/><br /><sub><b>\u83ab\u5c14\u7d22</b></sub></a><br /><a href=\"https://github.com/Agenta-AI/agenta/commits?author=morsoli\" title=\"Documentation\">\ud83d\udcd6</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"http://luccithedev.com\"><img src=\"https://avatars.githubusercontent.com/u/22600781?v=4?s=100\" width=\"100px;\" alt=\"Agunbiade Adedeji\"/><br /><sub><b>Agunbiade Adedeji</b></sub></a><br /><a href=\"https://github.com/Agenta-AI/agenta/commits?author=dejongbaba\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://techemmy.github.io/\"><img src=\"https://avatars.githubusercontent.com/u/43725109?v=4?s=100\" width=\"100px;\" alt=\"Emmanuel Oloyede\"/><br /><sub><b>Emmanuel Oloyede</b></sub></a><br /><a href=\"https://github.com/Agenta-AI/agenta/commits?author=techemmy\" title=\"Code\">\ud83d\udcbb</a> <a href=\"https://github.com/Agenta-AI/agenta/commits?author=techemmy\" title=\"Documentation\">\ud83d\udcd6</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a 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\">\ud83d\udcbb</a></td>\n </tr>\n <tr>\n <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\">\ud83d\udcd6</a></td>\n <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\">\ud83d\udcbb</a></td>\n <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\">\ud83d\udcbb</a></td>\n <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\">\ud83d\udcd6</a></td>\n <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\">\u26a0\ufe0f</a></td>\n <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\">\ud83d\udcbb</a></td>\n <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\">\ud83d\udcbb</a></td>\n </tr>\n <tr>\n <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\">\ud83d\udcbb</a></td>\n <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\">\ud83d\udcbb</a></td>\n <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\">\ud83d\udcbb</a></td>\n <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\">\ud83d\udcbb</a></td>\n <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\">\ud83d\udcbb</a></td>\n <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\">\ud83d\udcbb</a></td>\n <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\">\ud83d\udcd6</a></td>\n </tr>\n <tr>\n <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\">\ud83d\udcbb</a></td>\n <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\">\ud83d\udcd6</a></td>\n <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\">\ud83d\udcbb</a> <a href=\"https://github.com/Agenta-AI/agenta/issues?q=author%3ALucasTrg\" title=\"Bug reports\">\ud83d\udc1b</a></td>\n <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\">\ud83d\udc1b</a> <a href=\"https://github.com/Agenta-AI/agenta/commits?author=ashrafchowdury\" title=\"Code\">\ud83d\udcbb</a></td>\n <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\">\ud83d\udcbb</a> <a href=\"https://github.com/Agenta-AI/agenta/issues?q=author%3Ajp-agenta\" title=\"Bug reports\">\ud83d\udc1b</a></td>\n <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\">\ud83d\udc1b</a> <a href=\"#infra-mrunhap\" title=\"Infrastructure (Hosting, Build-Tools, etc)\">\ud83d\ude87</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/morenobonaventura\"><img src=\"https://avatars.githubusercontent.com/u/2118854?v=4?s=100\" width=\"100px;\" alt=\"Moreno Bonaventura\"/><br /><sub><b>Moreno Bonaventura</b></sub></a><br /><a href=\"https://github.com/Agenta-AI/agenta/issues?q=author%3Amorenobonaventura\" title=\"Bug reports\">\ud83d\udc1b</a></td>\n </tr>\n </tbody>\n</table>\n\n<!-- markdownlint-restore -->\n<!-- prettier-ignore-end -->\n\n<!-- ALL-CONTRIBUTORS-LIST:END -->\n\nThis project follows the [all-contributors](https://github.com/all-contributors/all-contributors) specification. Contributions of any kind are welcome!\n",
"bugtrack_url": null,
"license": null,
"summary": "The SDK for agenta is an open-source LLMOps platform.",
"version": "0.33.5",
"project_urls": {
"Documentation": "https://docs.agenta.ai",
"Homepage": "https://agenta.ai",
"Repository": "https://github.com/agenta-ai/agenta"
},
"split_keywords": [
"llmops",
" llm",
" evaluation",
" prompt engineering"
],
"urls": [
{
"comment_text": "",
"digests": {
"blake2b_256": "fad5f3214c388e047a05503748c3cb408cad90106c7dc1e78902deffc58d718a",
"md5": "9aa16bc003e6eb41f322003930f399f6",
"sha256": "49e504e5d18c098db84851713fc71760ad93df43fefeac9e53bec5e12e3a197d"
},
"downloads": -1,
"filename": "agenta-0.33.5-py3-none-any.whl",
"has_sig": false,
"md5_digest": "9aa16bc003e6eb41f322003930f399f6",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": "<4.0,>=3.9",
"size": 231630,
"upload_time": "2025-02-12T14:14:59",
"upload_time_iso_8601": "2025-02-12T14:14:59.245415Z",
"url": "https://files.pythonhosted.org/packages/fa/d5/f3214c388e047a05503748c3cb408cad90106c7dc1e78902deffc58d718a/agenta-0.33.5-py3-none-any.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": "",
"digests": {
"blake2b_256": "a59ab96d31869c92f43ddeb1340eb4ba1f32ae5a733e9bcb5d04a7c3766f1fbe",
"md5": "60f31a826e58bb8d2efd72e75c722df3",
"sha256": "870b02528000f01e2e75aaa00cfcd6a0a333ac02682787d2b14e5a1d35ad2d60"
},
"downloads": -1,
"filename": "agenta-0.33.5.tar.gz",
"has_sig": false,
"md5_digest": "60f31a826e58bb8d2efd72e75c722df3",
"packagetype": "sdist",
"python_version": "source",
"requires_python": "<4.0,>=3.9",
"size": 126201,
"upload_time": "2025-02-12T14:15:01",
"upload_time_iso_8601": "2025-02-12T14:15:01.929736Z",
"url": "https://files.pythonhosted.org/packages/a5/9a/b96d31869c92f43ddeb1340eb4ba1f32ae5a733e9bcb5d04a7c3766f1fbe/agenta-0.33.5.tar.gz",
"yanked": false,
"yanked_reason": null
}
],
"upload_time": "2025-02-12 14:15:01",
"github": true,
"gitlab": false,
"bitbucket": false,
"codeberg": false,
"github_user": "agenta-ai",
"github_project": "agenta",
"travis_ci": false,
"coveralls": false,
"github_actions": true,
"lcname": "agenta"
}
JSON
