diff --git a/README.md b/README.md
index 9f66f33..3b6ed03 100644
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+++ b/README.md
@@ -142,14 +142,11 @@ Our utterance vector space also integrates with [Pinecone](https://github.com/au
 
 ### Community
 
-Dimitrios Manias, Ali Chouman, Abdallah Shami, [Semantic Routing for Enhanced Performance of LLM-Assisted Intent-Based 5G Core Network Management and Orchestration](https://arxiv.org/abs/2404.15869), IEEE GlobeCom 2024
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-Julian Horsey, [Semantic Router superfast decision layer for LLMs and AI agents](https://www.geeky-gadgets.com/semantic-router-superfast-decision-layer-for-llms-and-ai-agents/), Geeky Gadgets
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-azhar, [Beyond Basic Chatbots: How Semantic Router is Changing the Game](https://medium.com/ai-insights-cobet/beyond-basic-chatbots-how-semantic-router-is-changing-the-game-783dd959a32d), AI Insights @ Medium
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-Daniel Avila, [Semantic Router: Enhancing Control in LLM Conversations](https://blog.codegpt.co/semantic-router-enhancing-control-in-llm-conversations-68ce905c8d33), CodeGPT @ Medium
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-Yogendra Sisodia, [Stop Chat-GPT From Going Rogue In Production With Semantic Router](https://medium.com/@scholarly360/stop-chat-gpt-from-going-rogue-in-production-with-semantic-router-937a4768ae19), Medium
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-Aniket Hingane, [LLM Apps: Why you Must Know Semantic Router in 2024: Part 1](https://medium.com/@learn-simplified/llm-apps-why-you-must-know-semantic-router-in-2024-part-1-bfbda81374c5), Medium
+- Dimitrios Manias, Ali Chouman, Abdallah Shami, [Semantic Routing for Enhanced Performance of LLM-Assisted Intent-Based 5G Core Network Management and Orchestration](https://arxiv.org/abs/2404.15869), IEEE GlobeCom 2024
+- Julian Horsey, [Semantic Router superfast decision layer for LLMs and AI agents](https://www.geeky-gadgets.com/semantic-router-superfast-decision-layer-for-llms-and-ai-agents/), Geeky Gadgets
+- azhar, [Beyond Basic Chatbots: How Semantic Router is Changing the Game](https://medium.com/ai-insights-cobet/beyond-basic-chatbots-how-semantic-router-is-changing-the-game-783dd959a32d), AI Insights @ Medium
+- Daniel Avila, [Semantic Router: Enhancing Control in LLM Conversations](https://blog.codegpt.co/semantic-router-enhancing-control-in-llm-conversations-68ce905c8d33), CodeGPT @ Medium
+- Yogendra Sisodia, [Stop Chat-GPT From Going Rogue In Production With Semantic Router](https://medium.com/@scholarly360/stop-chat-gpt-from-going-rogue-in-production-with-semantic-router-937a4768ae19), Medium
+- Aniket Hingane, [LLM Apps: Why you Must Know Semantic Router in 2024: Part 1](https://medium.com/@learn-simplified/llm-apps-why-you-must-know-semantic-router-in-2024-part-1-bfbda81374c5), Medium
+- Adrien Sales, [🔀 Semantic Router w. ollama/gemma2 : real life 10ms hotline challenge 🤯](https://dev.to/adriens/semantic-router-w-ollamagemma2-real-life-10ms-hotline-challenge-1i3f)
+- Adrien Sales, [Kaggle Notebook 🔀 Semantic Router: `ollama`/ `gemma2:9b` hotline](https://www.kaggle.com/code/adriensales/semantic-router-ollama-gemma2-hotline/notebook)