clean up

Former-commit-id: 6e9cd8124116c471d6d5b11b46bbf06247811d09

DOCS/ROADMAP.md

@@ -112,4 +112,4 @@ Here are some potential middle-to-long-term improvements to consider for this pr
 
 15. **Real-World Deployment**: Test and refine the system in real-world settings, learning from these experiences to further improve and adapt the system. 
 
-Remember, these are potential improvements. It's important to revisit your priorities regularly and adjust them based on project needs, feedback, and learning from both successes and failures.
+Remember, these are potential improvements. It's important to revisit your priorities regularly and adjust them based on project needs, feedback, and learning from both successes and failures.

README.md

@@ -2,18 +2,31 @@
 
 ![Agora banner](images/Agora-Banner-blend.png)
 
-[Swarms is brought to you by Agora, the open source AI research organization. Join Agora and Help create swarms and or recieve support to advance Humanity. ](https://discord.gg/qUtxnK2NMf)
+[Swarms is brought to you by Agora, the open source AI research organization. Join Agora and help create swarms and receive support to advance Humanity.](https://discord.gg/qUtxnK2NMf)
 
 # Swarming AI Agents (Swarms)
 
 ![Swarming banner](images/swarms.png)
 
-[![Share on Twitter](https://img.shields.io/twitter/url/https/twitter.com/cloudposse.svg?style=social&label=Share%20%40kyegomez/swarms)](https://twitter.com/intent/tweet?text=Check%20out%20this%20amazing%20AI%20project:%20&url=https%3A%2F%2Fgithub.com%2Fkyegomez%2Fswarms)
 
+[![GitHub issues](https://img.shields.io/github/issues/kyegomez/swarms)](https://github.com/kyegomez/swarms/issues)
+[![GitHub forks](https://img.shields.io/github/forks/kyegomez/swarms)](https://github.com/kyegomez/swarms/network)
+[![GitHub stars](https://img.shields.io/github/stars/kyegomez/swarms)](https://github.com/kyegomez/swarms/stargazers)
+[![GitHub license](https://img.shields.io/github/license/kyegomez/swarms)](https://github.com/kyegomez/swarms/blob/main/LICENSE)
+
+[![Twitter](https://img.shields.io/twitter/url/https/twitter.com/cloudposse.svg?style=social&label=Share%20%40kyegomez/swarms)](https://twitter.com/intent/tweet?text=Check%20out%20this%20amazing%20AI%20project:%20&url=https%3A%2F%2Fgithub.com%2Fkyegomez%2Fswarms)
+[![Share on Twitter](https://img.shields.io/twitter/url/https/twitter.com/cloudposse.svg?style=social&label=Share%20%40kyegomez/swarms)](https://twitter.com/intent/tweet?text=Check%20out%20this%20amazing%20AI%20project:%20&url=https%3A%2F%2Fgithub.com%2Fkyegomez%2Fswarms)
 [![Share on Facebook](https://img.shields.io/badge/Share-%20facebook-blue)](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fgithub.com%2Fkyegomez%2Fswarms)
 
 [![Share on LinkedIn](https://img.shields.io/badge/Share-%20linkedin-blue)](https://www.linkedin.com/shareArticle?mini=true&url=https%3A%2F%2Fgithub.com%2Fkyegomez%2Fswarms&title=&summary=&source=)
 
+[![Share on Reddit](https://img.shields.io/badge/-Share%20on%20Reddit-orange)](https://www.reddit.com/submit?url=https%3A%2F%2Fgithub.com%2Fkyegomez%2Fswarms&title=Swarms%20-%20the%20future%20of%20AI)
+[![Share on Hacker News](https://img.shields.io/badge/-Share%20on%20Hacker%20News-orange)](https://news.ycombinator.com/submitlink?u=https%3A%2F%2Fgithub.com%2Fkyegomez%2Fswarms&t=Swarms%20-%20the%20future%20of%20AI)
+[![Share on Pinterest](https://img.shields.io/badge/-Share%20on%20Pinterest-red)](https://pinterest.com/pin/create/button/?url=https%3A%2F%2Fgithub.com%2Fkyegomez%2Fswarms&media=https%3A%2F%2Fexample.com%2Fimage.jpg&description=Swarms%20-%20the%20future%20of%20AI)
+
+[![Share on WhatsApp](https://img.shields.io/badge/-Share%20on%20WhatsApp-green)](https://api.whatsapp.com/send?text=Check%20out%20Swarms%20-%20the%20future%20of%20AI%20%23swarms%20%23AI%0A%0Ahttps%3A%2F%2Fgithub.com%2Fkyegomez%2Fswarms)
+
+
 
 Welcome to Swarms - the future of AI, where we leverage the power of autonomous agents to create 'swarms' of Language Models (LLM) that work together, creating a dynamic and interactive AI system.
 
@@ -181,3 +194,7 @@ Remember, our roadmap is a guide, and we encourage you to bring your own ideas a
 
 [![Watch the swarm video](https://img.youtube.com/vi/Br62cDMYXgc/maxresdefault.jpg)](https://youtu.be/Br62cDMYXgc)
 
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