Research workflows generate mountains of unstructured data - papers, assay results, genomic annotations, clinical notes - that keyword search cannot adequately surface. Milvus is a purpose-built vector database that indexes high-dimensional embeddings and returns semantically similar results at scale. Synapse, the Sage Bionetwork platform, hosts thousands of biomedical datasets, projects, and files spanning cancer genomics, neuroscience, and rare disease research. Connecting the two lets you embed Synapse content, store those vectors in Milvus, and query them with natural-language prompts - turning a fragmented data lake into a searchable, intelligent research layer your team can query in plain English.
Stream Synapse datasets into Milvus vector collections automatically.
Run similarity searches on enterprise-scale data in milliseconds.
Eliminate manual ETL between your warehouse and vector database.