Milvus

Open-source vector database optimized for similarity search, scaling to billions of vectors.

PlatformWebfreemiumglobal

An open-source, self-hosted vector database for storing embeddings and performing large-scale similarity search. Designed for AI engineers, ML teams and developers building retrieval-augmented generation, it helps run similarity search on billions of vectors without depending on managed services and is built to scale with minimal performance loss.

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Problem & pain-point mapping
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