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  • Annotation Tool

    Use Haystack annotation tool for labeling of question answering datasets

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Free eBook downloads

Download and read the free eBooks below to learn more about building NLP-enabled applications

  • NLP for Product Managers

    Many product managers and product owners are facing an enormous challenge when starting to build an NLP-enabled application to be used in an enterprise environment. Often it's not even clear how to approach the NLP product development lifecycle. Read our eBook for a 101 crash course in modern NLP product development.

    Free eBook

    Download and read now
  • NLP for Developers

    Learn what modern NLP architectures are, how to approach NLP software development, what are the common challenges and how to overcome those.

    Free eBook

    Download and read now
      • Natural Language Processing with Transformers

        Read these free chapters from a popular book published recently by O'Reilly (and sponsored by deepset) on the real-life applications of the Transformer language models.

        Learn about the Transformer models architecture (encoder, decoder, self-attention and more). Understand different branches of Transformers and various use cases where these models shine. Master the concepts of the retriever-reader question answering architecture. Build a functional, use-case-driven QA system based on the retriever-reader architecture using Haystack NLP open source framework. Learn about QA system evaluation, domain adaption, fine-tuning, and more.

        Free eBook chapters

        Download and read now

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