A distributed vector database built for billion-scale collections.
Milvus separates storage from compute and splits query, data and index nodes into independently scalable services, which is what lets it hold collections other engines cannot. That architecture costs real operational complexity, so it earns its place when the collection is genuinely large — there is a Lite build for everything smaller.
The embedding database that gets out of your way.
A Rust vector engine with genuinely good payload filtering.
Visual builder for agents and RAG flows, deployable as an API.
Fair-code workflow automation with AI steps built in.
Track the experiments, register the models, ship the good one.
Fine-tuning driven entirely by a YAML config.
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