RAG-based architectures
Artificial Intelligence
Recent Research Finds Sixteen Major Problems With RAG Systems, Including Perplexity
A recent study from the US has found that the real-world performance of popular Retrieval Augmented Generation (RAG) research systems corresponding to Perplexity and Bing Copilot falls far wanting each the marketing hype and...
Artificial Intelligence
Improving Retrieval Augmented Language Models: Self-Reasoning and Adaptive Augmentation for Conversational Systems
Large language models often struggle with delivering precise and current information, particularly in complex knowledge-based tasks. To beat these hurdles, researchers are investigating methods to boost these models by integrating them with external data...
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