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# Haystack Tutorials
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<a href="https://haystack.deepset.ai/"><img src="https://github.com/deepset-ai/haystack/blob/main/images/banner.png" alt="Green logo of a stylized white 'H' with the text 'Haystack, by deepset.' Abstract green and yellow diagrams in the background."></a>
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<a href="https://haystack.deepset.ai/"><img src="https://github.com/deepset-ai/haystack/blob/main/images/banner.png" alt="Blue logo of a stylized white 'H' with the text 'Haystack, by deepset.' Abstract blue diagrams in the background."></a>
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[**Haystack**](https://github.com/deepset-ai/haystack) is an open source framework by [**deepset**](https://deepset.ai) for building production-ready **LLM applications****retrieval-augmented generative pipelines** and **state-of-the-art search systems** that work intelligently over large document collections. It lets you quickly try out the latest models in natural language processing (NLP) while being flexible and easy to use.
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This is the repository where we keep all the Haystack tutorials 📓 👇 These tutorials are also published to the [Haystack Website](https://haystack.deepset.ai/tutorials/).
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To contribute to the tutorials, please check out our [Contributing Guidelines](./Contributing.md).
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| [Retrieving a Context Window Around a Sentence](./tutorials/42_Sentence_Window_Retriever.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/42_Sentence_Window_Retriever.ipynb) | |
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| [Build a Tool-Calling Agent](./tutorials/43_Building_a_Tool_Calling_Agent.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/43_Building_a_Tool_Calling_Agent.ipynb) | |
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| [Creating Custom SuperComponents](./tutorials/44_Creating_Custom_SuperComponents.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/44_Creating_Custom_SuperComponents.ipynb) | |
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| [Creating a Multi-Agent System with Haystack](./tutorials/45_Creating_a_Multi_Agent_System.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/45_Creating_a_Multi_Agent_System.ipynb) | |
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| [Creating a Multi-Agent System with Haystack](./tutorials/45_Creating_a_Multi_Agent_System.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/deepset-ai/haystack-tutorials/blob/main/tutorials/45_Creating_a_Multi_Agent_System.ipynb) | |

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