Stop Relying on Vector Search Alone: Build a Hybrid RAG System with Knowledge Graphs and Local LLMs

Stop Relying on Vector Search Alone: Build a Hybrid RAG System with Knowledge Graphs and Local LLMs
好的，用户希望我总结一篇文章的内容，控制在100字以内，而且不需要特定的开头。首先，我需要仔细阅读文章内容。看起来这篇文章是关于Dippu Kumar Singh的，他是一位数据和分析领域的战略领导者，同时也是计算机视觉和生成式AI/LLMs等新兴解决方案的思想领袖。接下来，我要提取关键信息：作者是谁，他的职位和专长领域。然后，我需要将这些信息浓缩成简洁的句子。注意不要超过100字，并且避免使用像“文章总结”这样的开头。最后，确保语言流畅自然，信息准确无误。这样用户就能快速了解文章的主要内容了。 </think> Dippu Kumar Singh是一位战略数据与分析领导者，在计算机视觉和生成式AI/LLMs等新兴解决方案领域具有影响力。 2025-12-7 20:28:21 Author: hackernoon.com(查看原文) 阅读量:5 收藏

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Dippu Kumar Singh

byDippu Kumar Singh@dippusingh

Dippu is a strategic Data & Analytics leader and thought leader in emerging solutions, including Computer Vision and Generative AI/LLMs.

December 7th, 2025

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Dippu Kumar Singh

byDippu Kumar Singh@dippusingh

Dippu is a strategic Data & Analytics leader and thought leader in emerging solutions, including Computer Vision and Generative AI/LLMs.

Dippu Kumar Singh

byDippu Kumar Singh@dippusingh

Dippu is a strategic Data & Analytics leader and thought leader in emerging solutions, including Computer Vision and Generative AI/LLMs.

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Dippu is a strategic Data & Analytics leader and thought leader in emerging solutions, including Computer Vision and Generative AI/LLMs.

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