README / README.md
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title: README
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[**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.
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.
* πŸ“– Get started with our [Docs](https://docs.haystack.deepset.ai)
* πŸ“š Learn Haystack through our [Tutorials](https://haystack.deepset.ai/tutorials)
* πŸ§‘β€πŸ³ Explore example notebooks in our [Cookbook](https://haystack.deepset.ai/cookbook)
* πŸ€— Find our models and datasets here on [Hugging Face](https://huggingface.co/deepset)
* 🌐 See upcoming events on [our Luma calendar](https://lu.ma/haystack)
* πŸ’¬ Join the community on [Discord](https://discord.com/invite/xYvH6drSmA)
<p align="center"><img src="https://img.shields.io/pypi/v/haystack-ai?label=Haystack%20version"/></p>