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#rag-systems

2 articles found

RAG Retrieval Quality: Are Large Models Really Necessary?

Introduction: The Place of Large Models in RAG and Lingering Questions Retrieval-Augmented Generation (RAG) systems extend the information retrieval capabilities of large language models (LLMs), enabling them to produce more accurate and contextually relevant responses. In this process, the quality

#cloud-computing#large-models#information-retrieval#rag-systems

· 9 days ago· DeepLearning.AI Updates

Unlocking Smarter AI with Advanced Knowledge Graph Scaling Techniques

This is something I’ve been thinking about recently while working on a RAG based project. I’ve found that knowledge graph setups can significantly improve multi step reasoning and provide much better traceability compared to traditional RAG. However, the moment you try to scale this especially with

#ai#knowledge-graphs#rag-systems#multi-step-reasoning