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squad

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haystack

🔍 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 data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

  • Updated Jun 7, 2024
  • Python

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  • Updated Jun 6, 2024

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  • Updated Jun 3, 2024

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  • Updated Jun 3, 2024

This project uses BERT to build a QA system fine-tuned on the SQuAD dataset, improving the accuracy and efficiency of question-answering tasks. We address challenges in contextual understanding and ambiguity handling to enhance user experience and system performance.

  • Updated Jun 1, 2024
  • Jupyter Notebook

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