13 Leading Platforms

01 Pinecone

Fully managed, developer-friendly, and easily scalable vector database built for production AI applications.

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02 Weaviate

Open-source vector database that lets you store data objects and vector embeddings from your favourite ML models, scaling seamlessly into billions of objects.

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03 Milvus

Store, index, and manage massive embedding vectors generated by deep neural networks and other machine learning models.

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04 Vespa.ai

An AI Search Platform for large-scale applications combining big data, vector search, machine-learned ranking, and real-time inference.

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05 Redis Vector Database

Build intelligent, AI-powered applications with Redis Enterprise — delivering ultra-low latency vector similarity search at scale.

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06 Qdrant

A vector database and vector similarity search engine deployed as an API service, providing fast nearest-neighbour search for high-dimensional vectors.

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07 SingleStoreDB

Delivers built-in similarity search on vectors to add persistent memory for generative AI applications — no separate vector store needed.

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08 Chroma

The AI-native open-source embedding database. Makes it easy to build LLM apps by making knowledge, facts, and skills pluggable for LLMs.

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09 YugabyteDB AI

Unique approach to vector indexing that addresses the limitations of single-node PostgreSQL systems when dealing with large-scale vector datasets.

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10 Vald

A highly scalable distributed vector search engine designed for large-scale approximate nearest-neighbour search workloads.

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11 Zilliz Cloud

Fully managed Milvus service by its creators. Simplifies deploying and scaling vector search by eliminating complex infrastructure management.

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12 FAISS

Facebook AI Similarity Search — a library for fast search of embeddings of multimedia documents that are similar to each other, optimised for billion-scale datasets.

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13 LanceDB

Designed for multimodal, built for scale. From agents to models, from search to training — one platform for all your AI data and workloads.

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