jbellis/jvector

JVector: the most advanced embedded vector search engine

JavaPythonjavasearch-enginemachine-learningannknnsimilarity-searchvector-search
This is stars and forks stats for /jbellis/jvector repository. As of 24 Apr, 2024 this repository has 911 stars and 49 forks.

JVector JVector is a pure Java embedded vector search engine, used by DataStax Astra DB and (soon) Apache Cassandra. What is JVector? Algorithmic-fast. JVector uses state of the art graph algorithms inspired by DiskANN and related research that offer high recall and low latency. Implementation-fast. JVector uses the Panama SIMD API to accelerate index build and queries. Memory efficient. JVector compresses vectors using product quantization so they can stay in memory during searches. (As part of...
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