Large Language Models
LLMs
NLP
Oct 18, 2025
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5 min read
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What is a Vector Database and How It Works
A vector database is a specialized system designed to store, index, and search numerical vector embeddings generated from unstructured data like text, images, videos, and audio. These embeddings capture semantic meaning rather than exact keyword matches, enabling context-aware retrieval and reasonin