Tag: UnstructuredData
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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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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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