Why AI Systems Use Vector Databases to Improve Performance and Reduce Costs
Aug 4, 2025
by Amit Mohanty
AI training is resource-intensive. It takes massive datasets, advanced algorithms, and specialized hardware (read: costly GPUs) to teach a model how to understand language, images, or audio. But even after that training is complete, running inferences (the process of generating outputs) can be equally taxing. Querying an LLM in real time for every user request […]
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