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C gives you the kind of power that can build spacecraft or brick your laptop before lunch. This list isn’t a lecture; it’s a ...

# Test Huffman for low-entropy data if analysis["entropy"] < 6.5: huffman_compressed, tree_size = HybridCompressor._compress_huffman(data) total_size = len(huffman ...

当文档库规模扩张时向量数据库肯定会跟着膨胀。百万级甚至千万级的 embedding 存储，float32 格式下的内存开销相当可观。 好在有个经过生产环境验证的方案，在保证检索性能的前提下大幅削减内存占用，它就是Binary Quantization（二值化量化） 本文会逐步展示如何 ...