DataStax's Astra DB is a managed vector database, built on Apache Cassandra, for storing and querying embeddings at the scale RAG pipelines and semantic search actually need. Development teams use it specifically for the high-throughput, low-latency workloads that most relational databases start to struggle with once you're past a certain scale.
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