Data as of Jul 25, 2026 · Based on 2,718,867 AI responses across 9,511 prompts · See how Parse measures this
FastEmbed is a lightweight, fast Python library for embedding generation, using quantized model weights and ONNX Runtime for inference. It is maintained by Qdrant and supports popular text models with better accuracy than OpenAI Ada 002.
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