Vector Databases Connectors
Browse 28 Vector Databases Connectors on the Vinkius AI Connectors. Operational in seconds.
Azure AI Search Connector
Execute RAG queries against Azure AI Search natively. Search vectors, full-text documents, and audit cloud indexes directly from your AI agent.
Azure Cognitive Search Connector
Empower your AI with enterprise retrieval. Run full-text search, semantic queries, and inspect cognitive skillsets on your Azure indexes.
Amazon Bedrock KB Connector
Connect your AI agent to AWS Bedrock Knowledge Bases. Execute semantic searches, managed RAG, and sync vector datasources natively.
ClickHouse (Vector Search) Connector
Manage vector embeddings and SQL via ClickHouse. List databases, execute SQL, and perform high-speed vector searches directly from any AI agent.
Elasticsearch Vector Connector
Empower vector search via Elasticsearch. Perform dense vector kNN searches, handle index mappings, and index embedding documents directly from any AI agent.
MongoDB Atlas Vector Search Connector
Manage vector storage via MongoDB Atlas. Perform similarity searches, query MQL documents, and audit collections.
pgvector (Vector Database) Connector
Run vector similarity searches, manage embedding tables, and build AI-powered retrieval pipelines. All directly inside your existing PostgreSQL database.
Pinecone Connector
Equip your AI agent to manage your Pinecone vector databases. Query embeddings, fetch metrics, manage collections, and run stats natively via chat.
Chroma (Vector DB) Connector
Manage vector embeddings via Chroma. List collections, query embeddings, and audit document counts directly from any AI agent.
Couchbase (Vector & NoSQL) Connector
Manage vector search and NoSQL via Couchbase. Execute N1QL queries, perform KNN vector searches, and audit documents directly from any AI agent.
LanceDB (Serverless Vector DB) Connector
Manage vectorized data via LanceDB. Perform similarity searches, create tables, and manage multi-modal embeddings.
Redis Vector Connector
Equip your AI to autonomously manage embeddings, run KNN similarity searches, and administrate vector indexes natively inside your Redis stack.
Supabase Vector Connector
Connect your AI to Supabase Vector. Execute pgvector semantic searches, manage embeddings, and run relational database queries directly from your terminal.
Vertex AI Vector Search Connector
Bring Google's massive vector matching power to your AI agent. Search billions of semantic embeddings and administer Vertex Index endpoints directly in chat.
DataStax Astra DB Vector Connector
Manage Astra DB collections, documents, and perform vector similarity searches via DataStax directly from your AI agent.
Marqo AI (Vector Search & Embeddings) Connector
Manage semantic search via Marqo. Execute tensor queries, index JSON documents, and audit vector indices.
Milvus (Open-Source Vector Database) Connector
Manage vector storage via Milvus. Perform ANN searches, query scalar entities, and audit collections.
SingleStore Connector
Equip your AI agent to natively interact with your SingleStore database. Execute raw SQL queries, perform semantic vector searches, list workspaces, and audit billing directly from the terminal.
Vectara Connector
Empower your agent with Vectara's RAG capabilities. Search corpora natively, execute grounded chats, and manage indexed datasets easily.
Weaviate Connector
Search and manage vector data on Weaviate. The AI-native database for building production-grade AI applications.
GroundX Connector
Data search and RAG optimization platform.
Zilliz Cloud Connector
Manage vector collections and perform similarity searches via Zilliz Cloud.
SurrealDB Connector
Manage SurrealDB instances. Execute SurrealQL, query tables, and manage records directly from any AI agent.
Verba Connector
Connect your Verba RAG platform to your AI agent. Search your documents, retrieve semantic answers, and manage your Weaviate knowledge base directly.
Vald Connector
Power your agent with Vald. Query, insert, and manage dense vectors on a highly scalable, distributed nearest-neighbor engine.
MyScale (SQL Vector Database API) Connector
Manage MyScale vector databases via SQL. Execute queries, perform vector searches, and manage indices directly from any AI agent.
Voyage AI (AI Embeddings API) Connector
Generate high-quality text, multimodal, and contextualized embeddings, plus high-precision reranking for RAG workflows.
Document Metadata Flattener Connector
Flattens nested JSON metadata into dot-notation keys for vector store compatibility.