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Docling Technical Report
PDF document conversion remains a significant challenge in the field of document processing, particularly when maintaining structural integrity and enabling machine processing of content.
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KAG: Knowledge Augmented Generation
The integration of Large Language Models (LLMs) in professional domains has been limited by challenges in knowledge reasoning and domain-specific applications.
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LightRAG: Simple And Fast Retrieval-Augmented Generation
Retrieval-Augmented Generation (RAG) systems have emerged as a powerful approach to enhance the capabilities of large language models (LLMs) by integrating external knowledge sources. This integration allows for the generation of contextually relevant responses that are grounded in factual information.
Tag: RETRIEVAL_AUGMENTED_GENERATION
Learn how combining large language models with external knowledge retrieval improves accuracy and grounds AI responses in verified information and real-world data.