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AWS Marketplace Vector Databases
Evaluate vector databases for building RAG pipelines, agentic memory, and semantic search. Subscribe and start building in AWS Marketplace.
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| Category | Memory & Vector DBs |
|---|---|
| Authentication | See docs |
| Pricing | See site |
| Website | https://aws.amazon.com/marketplace/build-learn/vector-databases-for-ai |
| Docs | https://aws.amazon.com/marketplace/build-learn/vector-databases-for-ai |
| Last checked | 2026-10-14 |
| As JSON | /api/v1/directory/aws-marketplace-vector-databases.json |
Information is summarised in our own words and may be out of date; check the vendor's site for current terms and prices. Not affiliated with AWS Marketplace Vector Databases. Suggest a correction.
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Pinecone
Fully managed vector database with serverless indexes and integrated embedding and reranking.
Qdrant
Open-source vector search engine written in Rust, available self-hosted or as a managed cloud.
Chroma
Developer-friendly open-source embedding database that runs in-process or as a server.
Cloudflare Vectorize
Vector database built into Workers for storing and querying embeddings close to your code.