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Vector Database Integrations

Find the best vector database for your technology stack. Browse integrations by framework, language, cloud provider, and deployment method.

12 integrations available

LangChain

13 compatible databases

Compare the best vector databases with LangChain integration. Find the ideal vector store for your LangChain RAG pipelines, agents, and AI applications.

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LlamaIndex

12 compatible databases

Find the best vector databases for LlamaIndex. Compare vector stores optimized for LlamaIndex RAG, data connectors, and query engines.

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Python

17 compatible databases

Top vector databases with Python SDK support. Compare Python-native vector databases for AI, machine learning, and data science projects.

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JavaScript / Node.js

12 compatible databases

Compare vector databases with JavaScript and Node.js support. Find the best vector store for your TypeScript, Next.js, and serverless applications.

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AWS

12 compatible databases

Compare vector databases optimized for Amazon Web Services. Find AWS-native and AWS-compatible vector databases for your cloud AI infrastructure.

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Google Cloud

9 compatible databases

Compare vector databases for Google Cloud Platform. Find GCP-native and GCP-compatible vector stores for Vertex AI and AI workloads.

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Microsoft Azure

10 compatible databases

Compare vector databases for Microsoft Azure. Find Azure-native and Azure-compatible vector databases for enterprise AI and OpenAI workloads.

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OpenAI

15 compatible databases

Find the best vector databases for storing and querying OpenAI embeddings. Compare vector stores optimized for GPT, text-embedding-ada-002, and text-embedding-3 models.

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Docker / Self-Hosted

11 compatible databases

Compare self-hosted vector databases with Docker support. Deploy vector search on your own infrastructure with Docker Compose and containers.

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Kubernetes

8 compatible databases

Compare vector databases with Kubernetes support. Deploy scalable, production-grade vector search on K8s with Helm charts and operators.

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PostgreSQL

5 compatible databases

Compare vector databases built on or compatible with PostgreSQL. Add vector search to your existing Postgres infrastructure with pgvector and more.

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RAG Pipelines

19 compatible databases

Compare the best vector databases for RAG pipelines. Find the ideal vector store for retrieval-augmented generation with LLMs like GPT-4 and Claude.

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Not sure which integration to choose?

Use our interactive tools to narrow down the perfect vector database for your project.