Mlops, Large Language Models, Llmops, Vector Database, Embeddings Search.
accuracy. Quantization is particularly effective for applications managing large-scale datasets where storage and memory efficiency are critical. It excels in environments where a balance between query speed and accuracy is acceptable, making it ideal for speed-sensitive applications that can