agenta


Nameagenta JSON
Version 0.27.3 PyPI version JSON
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home_pagehttps://agenta.ai
SummaryThe SDK for agenta is an open-source LLMOps platform.
upload_time2024-11-15 15:11:56
maintainerNone
docs_urlNone
authorMahmoud Mabrouk
requires_python<4.0,>=3.9
licenseNone
keywords llmops llm evaluation prompt engineering
VCS
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requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls.
              <div align="center" style="margin: 30px">
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    Important: We are migrating from MongoDB to PostgreSQL in v0.19! Follow this guide to migrate your data.
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    <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> |
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<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.
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  <img src="https://img.shields.io/badge/license-MIT-blue.svg" alt="MIT license." />
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---

<h3 align="center">
  <a href="#quick-start"><b>Quick Start</b></a> &bull;
  <a href="#features"><b>Features</b></a> &bull;
  <a href="https://docs.agenta.ai"><b>Documentation</b></a> &bull;
  <a href="#enterprise-support"><b>Enterprise</b></a> &bull;
  <a href="https://github.com/orgs/Agenta-AI/projects/13"><b>Roadmap</b></a> &bull;
  <a href="https://join.slack.com/t/agenta-hq/shared_invite/zt-1zsafop5i-Y7~ZySbhRZvKVPV5DO_7IA"><b>Join Our Slack</b></a> &bull;
  <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**, โš–๏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:

- [๐Ÿงช **Experiment** and **compare** prompts](https://docs.agenta.ai/prompt_management/prompt_engineering) on [any LLM workflow](https://docs.agenta.ai/prompt_management/setting_up/custom_applications) (chain-of-prompts, Retrieval Augmented Generation (RAG), LLM agents...)
- โœ๏ธ Collect and [**annotate golden test sets**](https://docs.agenta.ai/evaluation/test_sets) for evaluation
- ๐Ÿ“ˆ [**Evaluate** your application](https://docs.agenta.ai/evaluation/automatic_evaluation) with pre-existing or [**custom evaluators**](https://docs.agenta.ai/evaluation/custom_evaluator)
- [๐Ÿ” **Annotate** and **A/B test**](https://docs.agenta.ai/evaluation/human_evaluation) your applications with **human feedback**
- [๐Ÿค **Collaborate with product teams**](https://docs.agenta.ai/misc/team_management) for prompt engineering and evaluation
- [๐Ÿš€ **Deploy your application**](https://docs.agenta.ai/prompt_management/deployment) 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](https://www.langchain.com/), [LlamaIndex](https://www.llamaindex.ai/) and any LLM provider (openAI, Cohere, Mistral).

# Quick Start

### [Get started for free](https://cloud.agenta.ai?utm_source=github&utm_medium=readme&utm_campaign=github)

### [Explore the Docs](https://docs.agenta.ai/)

### [Create your first application in one-minute](https://docs.agenta.ai/getting_started/quick-start)

### [Create an application using Langchain](https://docs.agenta.ai/guides/tutorials/first-app-with-langchain)

### [Self-host agenta](https://docs.agenta.ai/self-host/host-locally)

### [Check the Cookbook](https://docs.agenta.ai/guides/cookbooks/evaluations_with_sdk)

# 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/>![](https://github.com/Agenta-AI/agenta/blob/main/docs/images/endpoint.gif)                                                                                       |

# 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` to `false` in your `agenta-web/.env` file.
- For CLI: Set `telemetry_tracking_enabled` to `false` in your `~/.agenta/config.toml` file.

After making this change, restart Agenta Compose.

# โญ๏ธ Join Our Team

- [Founding Product Engineer Frontend](https://agentaai.notion.site/Founding-Product-Engineer-Frontend-b6d26a3e9b254be6b6c2bfffbf0b53c5)

# 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-1zsafop5i-Y7~ZySbhRZvKVPV5DO_7IA)

Check out our [Contributing Guide](https://docs.agenta.ai/misc/contributing/getting-started) for more information.

## Contributors โœจ

<!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section -->

[![All Contributors](https://img.shields.io/badge/all_contributors-48-orange.svg?style=flat-square)](#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 -->
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      <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">๐Ÿ’ป</a> <a href="https://github.com/Agenta-AI/agenta/commits?author=SamMethnani" title="Documentation">๐Ÿ“–</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">๐Ÿ’ป</a> <a href="#design-suadsuljovic" title="Design">๐ŸŽจ</a> <a href="#mentoring-suadsuljovic" title="Mentoring">๐Ÿง‘โ€๐Ÿซ</a> <a href="https://github.com/Agenta-AI/agenta/pulls?q=is%3Apr+reviewed-by%3Asuadsuljovic" title="Reviewed Pull Requests">๐Ÿ‘€</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">๐Ÿ’ป</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">๐Ÿ’ป</a> <a href="https://github.com/Agenta-AI/agenta/commits?author=aybruhm" title="Documentation">๐Ÿ“–</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">๐Ÿ›</a> <a href="#design-vernu" title="Design">๐ŸŽจ</a> <a href="https://github.com/Agenta-AI/agenta/commits?author=vernu" title="Code">๐Ÿ’ป</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">๐Ÿ’ป</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">๐Ÿ’ป</a> <a href="#design-witehound" title="Design">๐ŸŽจ</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)">๐Ÿš‡</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">๐Ÿ›</a> <a href="https://github.com/Agenta-AI/agenta/commits?author=bekossy" title="Code">๐Ÿ’ป</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">๐Ÿ›</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">๐Ÿ’ป</a> <a href="https://github.com/Agenta-AI/agenta/pulls?q=is%3Apr+reviewed-by%3AMohammedMaaz" title="Reviewed Pull Requests">๐Ÿ‘€</a> <a href="#mentoring-MohammedMaaz" title="Mentoring">๐Ÿง‘โ€๐Ÿซ</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">๐Ÿ’ป</a> <a href="#example-devgenix" title="Examples">๐Ÿ’ก</a> <a href="https://github.com/Agenta-AI/agenta/commits?author=devgenix" title="Documentation">๐Ÿ“–</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">๐Ÿ“–</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">๐Ÿ’ป</a></td>
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      <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">๐Ÿ’ป</a> <a href="https://github.com/Agenta-AI/agenta/issues?q=author%3ARamchandraWarang9822" title="Bug reports">๐Ÿ›</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">๐Ÿ’ป</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">๐Ÿ’ป</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">๐Ÿ’ป</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">๐Ÿ’ป</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">๐Ÿ’ป</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">๐Ÿ’ป</a></td>
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      <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">๐Ÿ’ป</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">๐Ÿ’ป</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">๐Ÿ’ป</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="่Žซๅฐ”็ดข"/><br /><sub><b>่Žซๅฐ”็ดข</b></sub></a><br /><a href="https://github.com/Agenta-AI/agenta/commits?author=morsoli" title="Documentation">๐Ÿ“–</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">๐Ÿ’ป</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">๐Ÿ’ป</a> <a href="https://github.com/Agenta-AI/agenta/commits?author=techemmy" title="Documentation">๐Ÿ“–</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">๐Ÿ’ป</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">๐Ÿ“–</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">๐Ÿ’ป</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">๐Ÿ’ป</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">๐Ÿ“–</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">โš ๏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">๐Ÿ’ป</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">๐Ÿ’ป</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">๐Ÿ’ป</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">๐Ÿ’ป</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">๐Ÿ’ป</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">๐Ÿ’ป</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">๐Ÿ’ป</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">๐Ÿ’ป</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">๐Ÿ“–</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">๐Ÿ’ป</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">๐Ÿ“–</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">๐Ÿ’ป</a> <a href="https://github.com/Agenta-AI/agenta/issues?q=author%3ALucasTrg" title="Bug reports">๐Ÿ›</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">๐Ÿ›</a> <a href="https://github.com/Agenta-AI/agenta/commits?author=ashrafchowdury" title="Code">๐Ÿ’ป</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">๐Ÿ’ป</a> <a href="https://github.com/Agenta-AI/agenta/issues?q=author%3Ajp-agenta" title="Bug reports">๐Ÿ›</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">๐Ÿ›</a> <a href="#infra-mrunhap" title="Infrastructure (Hosting, Build-Tools, etc)">๐Ÿš‡</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!

**Attribution**: Testing icons created by [Freepik - Flaticon](https://www.flaticon.com/free-icons/testing)

            

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/00/af/60f6d260ac048783c758e821ed8724280a2526532d1afcfd600a8d9a0c9b/agenta-0.27.3.tar.gz",
    "platform": null,
    "description": "  <div align=\"center\" style=\"margin: 30px\">\n  <a href=\"https://docs.agenta.ai/self-host/migration/migration-to-postgres\">\n    Important: We are migrating from MongoDB to PostgreSQL in v0.19! Follow this guide to migrate your data.\n  </a>\n  </div>\n  </br>\n  </br>\n\n<div align=\"center\" style=\"margin: 30px\">\n  <div>\n    <a href=\"https://agentaai.notion.site/Careers-at-agenta-fb8a76d4d9044e27bd3a32678818dbc8/\">\n      <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\">\n    </a> \n  </div>\n\n  <a href=\"https://agenta.ai/\">\n    <div  align=\"center\" >\n      <picture >\n        <source width=\"500\" media=\"(prefers-color-scheme: dark)\" srcset=\"https://github.com/Agenta-AI/agenta/assets/4510758/cdddf5ad-2352-4920-b1d9-ae7f8d9d7735\"  >\n        <source width=\"500\" 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    </div>\n  </a>\n  <h4 align=\"center\">\n    <a href=\"https://agenta.ai\">Home Page</a> |\n    <a href=\"https://join.slack.com/t/agenta-hq/shared_invite/zt-1zsafop5i-Y7~ZySbhRZvKVPV5DO_7IA\">Slack</a> |\n    <a href=\"https://docs.agenta.ai/\">Documentation</a>\n  </h4>\n<div align=\"center\">\n  <strong> <h2> Collaborate on prompts, evaluate, and deploy LLM applications with confidence </h2></strong>\n  The open-source LLM developer platform for prompt-engineering, evaluation, human feedback, and deployment of complex LLM apps.\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/\">\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-1zsafop5i-Y7~ZySbhRZvKVPV5DO_7IA\">\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\n<a href=\"https://cloud.agenta.ai\">\n  <picture>\n  <img src=\"https://github.com/Agenta-AI/agenta/assets/4510758/d622f268-c295-42d4-a43c-548b611ff6f2\" />\n  </picture>\n</a>\n\n<br>\n  <br />\n  <br />\n      <div  align=\"center\" >\n      <picture >\n        <source width=\"800\" media=\"(prefers-color-scheme: dark)\" srcset=\"https://github.com/Agenta-AI/agenta/assets/4510758/cf6d4713-4558-4c6c-9e1b-ee4eab261f4c\"  >\n        <source width=\"800\" media=\"(prefers-color-scheme: light)\" srcset=\"https://github.com/Agenta-AI/agenta/assets/4510758/ae9cf11f-8ef9-4b67-98c7-4a40341fa87a\"  >\n        <img alt=\"Mockup agenta\" src=\"https://github.com/Agenta-AI/agenta/assets/4510758/ae9cf11f-8ef9-4b67-98c7-4a40341fa87a\" >\n      </picture>\n    </div>\n\n</div>\n<br />\n<br />\n\n---\n\n<h3 align=\"center\">\n  <a href=\"#quick-start\"><b>Quick Start</b></a> &bull;\n  <a href=\"#features\"><b>Features</b></a> &bull;\n  <a href=\"https://docs.agenta.ai\"><b>Documentation</b></a> &bull;\n  <a href=\"#enterprise-support\"><b>Enterprise</b></a> &bull;\n  <a href=\"https://github.com/orgs/Agenta-AI/projects/13\"><b>Roadmap</b></a> &bull;\n  <a href=\"https://join.slack.com/t/agenta-hq/shared_invite/zt-1zsafop5i-Y7~ZySbhRZvKVPV5DO_7IA\"><b>Join Our Slack</b></a> &bull;\n  <a href=\"#contributing\"><b>Contributing</b></a>\n</h3>\n\n---\n\n# \u2b50\ufe0f Why Agenta?\n\nAgenta is an end-to-end LLM developer platform. It provides the tools for **prompt engineering and management**, \u2696\ufe0f **evaluation**, **human annotation**, and :rocket: **deployment**. All without imposing any restrictions on your choice of framework, library, or model.\n\nAgenta allows developers and product teams to collaborate in building production-grade LLM-powered applications in less time.\n\n### With Agenta, you can:\n\n- [\ud83e\uddea **Experiment** and **compare** prompts](https://docs.agenta.ai/prompt_management/prompt_engineering) on [any LLM workflow](https://docs.agenta.ai/prompt_management/setting_up/custom_applications) (chain-of-prompts, Retrieval Augmented Generation (RAG), LLM agents...)\n- \u270d\ufe0f Collect and [**annotate golden test sets**](https://docs.agenta.ai/evaluation/test_sets) for evaluation\n- \ud83d\udcc8 [**Evaluate** your application](https://docs.agenta.ai/evaluation/automatic_evaluation) with pre-existing or [**custom evaluators**](https://docs.agenta.ai/evaluation/custom_evaluator)\n- [\ud83d\udd0d **Annotate** and **A/B test**](https://docs.agenta.ai/evaluation/human_evaluation) your applications with **human feedback**\n- [\ud83e\udd1d **Collaborate with product teams**](https://docs.agenta.ai/misc/team_management) for prompt engineering and evaluation\n- [\ud83d\ude80 **Deploy your application**](https://docs.agenta.ai/prompt_management/deployment) in one-click in the UI, through CLI, or through github workflows.\n\n### Works with any LLM app workflow\n\nAgenta enables prompt engineering and evaluation on any LLM app architecture:\n\n- Chain of prompts\n- RAG\n- Agents\n\nIt works with any framework such as [Langchain](https://www.langchain.com/), [LlamaIndex](https://www.llamaindex.ai/) and any LLM provider (openAI, Cohere, Mistral).\n\n# Quick Start\n\n### [Get started for free](https://cloud.agenta.ai?utm_source=github&utm_medium=readme&utm_campaign=github)\n\n### [Explore the Docs](https://docs.agenta.ai/)\n\n### [Create your first application in one-minute](https://docs.agenta.ai/getting_started/quick-start)\n\n### [Create an application using Langchain](https://docs.agenta.ai/guides/tutorials/first-app-with-langchain)\n\n### [Self-host agenta](https://docs.agenta.ai/self-host/host-locally)\n\n### [Check the Cookbook](https://docs.agenta.ai/guides/cookbooks/evaluations_with_sdk)\n\n# Features\n\n| Playground                                                                                                                                                                                                                         | Evaluation                                                                                                                                                                                                                                   |\n| ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n| 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%;\"> |\n| Human annotation                                                                                                                                                                                                                   | Deployment                                                                                                                                                                                                                                   |\n| 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/>![](https://github.com/Agenta-AI/agenta/blob/main/docs/images/endpoint.gif)                                                                                       |\n\n# Enterprise Support\n\nContact us here for enterprise support and early access to agenta self-managed enterprise with Kubernetes support. <br/><br/>\n<a href=\"https://cal.com/mahmoud-mabrouk-ogzgey/demo\"><img src=\"https://cal.com/book-with-cal-dark.svg\" alt=\"Book us\"></a>\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.\n\nTo 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\nAfter making this change, restart Agenta Compose.\n\n# \u2b50\ufe0f Join Our Team\n\n- [Founding Product Engineer Frontend](https://agentaai.notion.site/Founding-Product-Engineer-Frontend-b6d26a3e9b254be6b6c2bfffbf0b53c5)\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-1zsafop5i-Y7~ZySbhRZvKVPV5DO_7IA)\n\nCheck out our [Contributing Guide](https://docs.agenta.ai/misc/contributing/getting-started) for more information.\n\n## Contributors \u2728\n\n<!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section -->\n\n[![All Contributors](https://img.shields.io/badge/all_contributors-48-orange.svg?style=flat-square)](#contributors-)\n\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 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