Vector Framework Integrations

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Vectors are available from MariaDB 11.7.

MariaDB Vector has integrations in several frameworks.

AI Framework Integrations

• LangChain, MariaDB Vector Store - Python

• LangChain.js, MariaDB Vector Store - Node.js

• LangChain4j, MariaDB Embedding Store - Java

• LlamaIndex, MariaDB Vector Store - Python

• MCP (Model Context Protocol), MariaDB MCP server - Python

• Spring AI, MariaDB Vector Store - Java

• VectorDBBench - benchmarking for vector databases

Potential Future Integrations

• AutoGen - agent to agent

• DSPy - workflow

• Feast - machine learning (not GenAI)

• LangGraph - agentic workflow

• Open WebUI - AI Interface

• Firebase Studio template for MariaDB Vector - visit link to vote for suggestion

For further alternatives, see Qdrant's list of framework integrations.

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