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@deepset-ai

deepset

Building enterprise search systems powered by latest NLP & open-source.

deepset is the company behind Haystack, an open source NLP framework to help you build production ready search systems or applications powered by various NLP tasks such as Question Answering. Haystack is designed to help you build systems that work intelligently over large document collections. It achieves this with the concept of Pipelines consisting of various Nodes such as a DocumentStore, a Retriever and a Reader, or Agents that can intelligently invoke multiple pipelines of components to resolve complex queries.

📚 Start learning Haystack with our Tutorials
🤗 We host our models and datasets on Hugging Face
📺 Regular Open NLP Meetups

For more info on Haystack, visit our Documentation. You can also join us on Discord

Pinned

  1. haystack haystack Public

    🔍 LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your d…

    Python 12.7k 1.6k

  2. haystack-tutorials haystack-tutorials Public

    Here you can find all the Tutorials for Haystack 📓

    Jupyter Notebook 176 62

  3. haystack-integrations haystack-integrations Public

    🚀 A list of Haystack Integrations, maintained by the community or deepset.

    23 31

  4. haystack-core-integrations haystack-core-integrations Public

    Additional packages (components, document stores and the likes) to extend the capabilities of Haystack version 2.0 and onwards

    Python 40 24

  5. haystack-cookbook haystack-cookbook Public

    👩🏻‍🍳 A collection of example notebooks

    Jupyter Notebook 45 15

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