Perplexity

How RAG Technology Powers AI-Driven Search Engines: A Deep Dive into Tech Behind Perplexity AI

Have you ever wondered how AI tools like ChatGPT, powered by large language models (LLMs), manage to answer nearly any question posed by users, especially in open-domain queries that require extensive knowledge or up-to-date facts? Relying solely on traditional LLMs to generate answers can be incredibly challenging. Here’s why: 1. Knowledge Limitations: LLMs are trained

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Averting Model Collapse: The Importance of Human Data in AI Training

Over the past year, the explosion of generative AI has flooded the world with AI-generated content. As we move forward, training future models on this machine-generated data seems inevitable. A recent study explores the potential issues when large language models are trained using data generated by other models. The researchers found that as training progresses

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