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.
LlamaIndex
12 compatible databases
Find the best vector databases for LlamaIndex. Compare vector stores optimized for LlamaIndex RAG, data connectors, and query engines.
Python
17 compatible databases
Top vector databases with Python SDK support. Compare Python-native vector databases for AI, machine learning, and data science projects.
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.
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.
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.
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.
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.
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.
Kubernetes
8 compatible databases
Compare vector databases with Kubernetes support. Deploy scalable, production-grade vector search on K8s with Helm charts and operators.
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.
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.
Not sure which integration to choose?
Use our interactive tools to narrow down the perfect vector database for your project.