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Alibaba Cloud launches a one-stop AI memory solution combining PolarDB, MemOS, and MemTensor, offering relational, vector, and graph retrieval in a single PolarDB-PG instance, reducing P99 latency by up to 89.2%.
Tsinghua University and AIRTHU introduce GalaxyVS, a method that transforms protein–ligand docking into ultra-large-scale parallel vector retrieval, setting a new global benchmark for high-throughput drug discovery.
This paper introduces jina-embeddings-v5-omni, a suite of multimodal embedding models that extend text embeddings to image, audio, and video using frozen-tower composition. The method trains only 0.35% of the total weights, maintaining text geometry while achieving competitive state-of-the-art performance with significantly lower computational cost.