--- title: README emoji: 📉 colorFrom: indigo colorTo: yellow sdk: static pinned: false --- # 🌌 Agora: Advancing Humanity Through Open-Source Multi-Modality AI Research 🌠 [![Join Agora Discord](https://img.shields.io/discord/123456789012345678?color=blue&label=Join%20Agora%20Discord&style=for-the-badge)](https://discord.gg/t5QxhyvUG9)[![GitHub Repository](https://img.shields.io/badge/GitHub%20Repository-AgoraHub-9cf?style=for-the-badge)](https://github.com/Agora-X/AgoraHub)[![Twitter](https://img.shields.io/twitter/url?color=blue&label=Share%20on%20Twitter&style=for-the-badge&url=https://github.com/Agora-X/AgoraHub)](https://twitter.com/intent/tweet?url=https://github.com/Agora-X/AgoraHub&text=Check%20out%20this%20awesome%20GitHub%20repository%20from%20Agora%20for%20multi-modality%20AI%20research!%20🚀%20%23AI%20%23GitHub)[![Instagram](https://img.shields.io/badge/Share%20on%20Instagram-%23FF69B4?style=for-the-badge)](https://www.instagram.com)[![Facebook](https://img.shields.io/badge/Share%20on%20Facebook-%233B5998?style=for-the-badge)](https://www.facebook.com/sharer/sharer.php?u=https://github.com/Agora-X/AgoraHub)[![LinkedIn](https://img.shields.io/badge/Share%20on%20LinkedIn-%230077B5?style=for-the-badge)](https://www.linkedin.com/sharing/share-offsite/?url=https://github.com/Agora-X/AgoraHub)[![WhatsApp](https://img.shields.io/badge/Share%20on%20WhatsApp-%2300E676?style=for-the-badge)](https://api.whatsapp.com/send?text=Check%20out%20this%20GitHub%20repository%20from%20Agora%20for%20multi-modality%20AI%20research!%20🚀%20%23AI%20%23GitHub%20%20https://github.com/Agora-X/AgoraHub)[![Pinterest](https://img.shields.io/badge/Share%20on%20Pinterest-%23E60023?style=for-the-badge)](https://pinterest.com/pin/create/button/?url=https://github.com/Agora-X/AgoraHub&media=&description=Check%20out%20this%20GitHub%20repository%20from%20Agora%20for%20multi-modality%20AI%20research!%20🚀%20%23AI%20%23GitHub)[![GitHub stars](https://img.shields.io/github/stars/Agora-X/AgoraHub?style=social)](https://github.com/Agora-X/AgoraHub/stargazers) # Introduction Agora is a collective of AI Engineers and creators advancing humanity through artificial intelligence. #### Our Guiding Principles: * **Humanity First:** Our research has 1 definitive purpose... To advance Humanity above all else. * **Open Source:** From start to finish every project we work on is completely open source even if it does not work yet, our devotion to radical openness faciliates accelerated learning. * **High-Impact:** All of our research is high impact, we focus on projects that can improve the quality of life for millions of human beings through multi-modal, continual, and collective learning! #### Research Priorities: * 🌐 **Multi-modal Approach:** Utilizing AI to process and reason with multiple forms of data. * 💧 **Adaptability:** Models that are as fluid as water, capable of being fine-tuned and trained in real-time. * 🌲 **Reasoning:** Our work aims to achieve superintelligence as swiftly as possible. To this end, we strive to augment models' reasoning capabilities through innovative prompting techniques like the Tree of Thoughts or Forest of Thoughts. * **Collective Intelligence** Scaling up collaboration between agents to accomplish real-world tasks. Our ultimate goal is to foster the development of superintelligent AI that can reason across modalities, tasks, and environments and can collaborate with other AI's! Now, how can you contribute? # Get Involved: - [Daily Paper Club:](https://discord.gg/t5QxhyvUG9) Every night at 10pm we read, analyze, and review the newest and most impactful AI papers! [Join the forum chat in the discord](https://discord.gg/t5QxhyvUG9) - Contribue to our active projects below or look towards [Kye's github](https://github.com/kyegomez) and [Agora's Github](https://github.com/Agora-X) for projects to collaborate on! to find a project that piques your interest - Every Saturday 3pm NYC time, we host a community meeting to talk about the progress made so far in AI research and the remaining challenges left to solve! [Sign up here:]((https://discord.gg/t5QxhyvUG9)) - [Share your favorite papers in our papers channel in our discord and discuss it](https://discord.gg/t5QxhyvUG9) - [Share your projects in the creator showcase!](https://discord.gg/t5QxhyvUG9) - Gain access to GPUS and or resources for ML experiments! - Join our Finetuning team where we finetune the latest models with extreme precision and share them openly! [Join the Agora Discord to learn more!](https://discord.gg/t5QxhyvUG9) - Soon, we'll build reserch monasteries in various cities around the world where you can conduct research without distractions like paying rent, food, and other obstructions! - Join our vibrant community for frequent events and social gatherings. Whether you enjoy organizing, giving talks, or simply attending, we have something for everyone. From study groups to research meetings, you'll connect with inspiring individuals and never miss out on the action with our packed events calendar! # 🎇 Our Projects We're currently working on various paper implemenentations and made-in-house frameworks. The majority are on [Kye's github](https://github.com/kyegomez) and [Agora's Github](https://github.com/Agora-X): - **[Andromeda 🌌](https://github.com/kyegomez/Andromeda)** Andromeda is an ultra-fast foundation language model capable of processing inputs greater than 100,000+ tokens. It's a stepping stone towards realizing our vision of AI with enhanced reasoning abilities. - **[Kosmos-X 🌕](https://github.com/kyegomez/Kosmos-X)** Kosmos-X is a multi-modality foundation model that can process vision, audio, images, and more. By combining different modalities, Kosmos-X represents a leap towards more comprehensive and interconnected AI systems. - **[Palm-E](https://github.com/kyegomez/PALM-E)** PALM-E is a SOTA Multi-Modality Foundation model that can understand text, images, and robotic sequences and execute intelligent multi-modal tasks in the real-world! - **[Swarms 🪐](https://github.com/kyegomez/swarms)** Swarms facilitates the creation of swarms of AI agents, opening new possibilities for distributed AI tasks, crowd-based learning, and explorations of emergent behaviors. - **[Zeta](https://github.com/kyegomez/zeta)** Zeta enables you to Build high-performance AI models with modular building blocks! [Join Agora Discord](https://discord.gg/t5QxhyvUG9) 👈 💬 ## Join Agora! - [Join the Agora Discord!](https://discord.gg/t5QxhyvUG9). - [Follow us on our Offical Github Page](https://github.com/Agora-X/AgoraHub) - [Follow us on Kye's GitHub Page](https://github.com/kyegomez) - [Follow Kye's Youtube channel for daily analysis on papers and models!](https://www.youtube.com/watch?v=eZaFkF-qLh0) - [Subscribe to Kye's Twitter](https://twitter.com/KyeGomezB) - [Follow and share Kye's projects on social media!](https://linktr.ee/thereclaimer) ## 📣 Spread the Word Love what we're doing at Agora? Help us by spreading the word about our mission and projects. Share Agora with your friends and colleagues across your favorite social media platforms: * [Share on Facebook](https://www.facebook.com/sharer/sharer.php?u=https://github.com/Agora-X) * [Share on Twitter](https://twitter.com/intent/tweet?url=https://github.com/Agora-X&text=Check%20out%20Agora!%20They're%20advancing%20humanity%20through%20open-source%20multi-modality%20AI%20research.%20) * [Share on LinkedIn](https://www.linkedin.com/shareArticle?mini=true&url=https://github.com/Agora-X&title=Agora&summary=Advancing%20humanity%20through%20open-source%20multi-modality%20AI%20research.%20) * [Share on Reddit](http://www.reddit.com/submit?url=https://github.com/Agora-X&title=Agora:%20Advancing%20Humanity%20Through%20Open-Source%20Multi-Modality%20AI%20Research) Or simply share this link with your friends: https://github.com/Agora-X Thank you for supporting Agora! 💖 ## Accelerate Backlog Help us accelerate our backlog by supporting us financially! Note, we're an open source non-profit and so all the revenue we generate is through donations at the moment ;)