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-[**deepset**](https://www.deepset.ai/) is the company behind [**Haystack**](https://haystack.deepset.ai/), an open source LLM framework to help you build production ready applications powered by LLMs, Transformer models, vector search and more. Whether you want to perform retrieval-augmented generation (RAG), document search, question answering or answer generation, Haystack provides the tools to implement composable AI systems that are easy to use, customize, extend, optimise, evaluate and ultimately deploy to production.
+[**deepset**](https://www.deepset.ai/) is the company behind [**Haystack**](https://haystack.deepset.ai/), a leading open-source AI orchestration framework for building production-ready AI applications in Python.
 
-* 📚 Start learning Haystack with our [Tutorials](https://haystack.deepset.ai/tutorials) 
-* 🧑‍🍳 Check out example notebooks in our [Cookbooks](https://github.com/deepset-ai/haystack-cookbook) 
-* 🤗 We host our models and datasets on [Hugging Face](https://huggingface.co/deepset)   
-* 📺 Regular [Open NLP Meetups](https://www.meetup.com/open-nlp-meetup/) 
-* 🌐 For events by Haystack, follow [our Luma calendar](https://lu.ma/haystack) 
+Haystack enables developers and engineers to design context-engineered systems, from scalable agent workflows and RAG pipelines to multimodal applications and semantic search. Its modular architecture provides explicit control over retrieval, memory, tools, and generation, making it easy to experiment, evaluate, and deploy AI systems in real-world environments.
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+  * 📖 Get started with our [Docs](https://docs.haystack.deepset.ai)
+  * 📚 Learn Haystack through our [Tutorials](https://haystack.deepset.ai/tutorials)
+  * 🧑‍🍳 Explore example notebooks in our [Cookbook](https://haystack.deepset.ai/cookbook)
+  * 🤗 Find our models and datasets here on [Hugging Face](https://huggingface.co/deepset)
+  * 🌐 See upcoming events on [our Luma calendar](https://lu.ma/haystack)
+  * 💬 Join the community on [Discord](https://discord.com/invite/xYvH6drSmA)
 
-<p align="center">For more info on Haystack, visit our <strong><a href="https://docs.haystack.deepset.ai">Documentation</a></strong>. You can also <strong><a href="https://discord.com/invite/VBpFzsgRVF">join us on Discord</a></strong></p>
 <p align="center"><img src="https://img.shields.io/pypi/v/haystack-ai?label=Haystack%20version"/></p>