Tag: LanguageModels
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Why Vector Databases & Embeddings Used for Prompt Context are Limited for Personalized AI Assistants
As an artificial intelligence enthusiast who has been working in the technology and media industries all my career, I have seen the rise of personal AI assistants and their increasing popularity. In May 2023, I developed and released Ragbot.AI, an open source AI assistant powered by large language models. Like other AI assistants powered by…
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Reinventing How We Will Consume Information: LLM-Powered Agents as Superhuman Guides with Immense Knowledge and Teachers with Infinite Patience
I write this blog post to explore an emerging frontier in the way we consume information – one that will have profound implications for the way we read, learn, and interact with complex content. This new frontier is heralded by the advent of large language models (LLMs), powerful generative AI that can understand and generate…
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The Neural Network Revolution: Why AI Will Make Traditional Databases Obsolete
The evolution of data storage and management has seen a significant shift in recent years. Traditional databases like relational and NoSQL have long been the backbone of data-driven industries, but as we enter the era of artificial intelligence, the limitations of these systems are becoming clear. Drawing upon my own experiences at companies like The…
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