Document Augmentation through Question Generation for Enhanced Retrieval
Improve document retrieval with OpenAI's GPT-4 and FAISS, generating context-based questions and accurate answers for efficient processing and information extraction from PDFs.
$10 USD
$5.00 USD
Project Outcomes
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We are implementing Fast Document Retrieval with FAISS and OpenAI embeddings.
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Automated Question Generation using GPT-4.
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Precise answer extraction based on relevant document fragments.
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Efficient handling of large PDF documents.
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Contextual Question Augmentation to improve search relevance.
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Customizable question generation at the document or fragment level.
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Scalable solution for processing and indexing large datasets.
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Improved search accuracy through semantic embeddings.
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Real-time query handling for quick responses.
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Enhanced user experience with efficient document interaction.