Data Connectors
Data Connectors enable Ly zrto establish and manage secure, reliable connections to a wide variety of external data sources and services. Whether you need vector stores, relational databases, or simple file uploads, Data Connectors provide a unified interface for querying, indexing, and retrieving information.Quick Guide: Building a Data Query Agent
- Choose your connector – select the data source that best fits your workload (e.g., vector store or relational DB).
- Configure credentials – supply the connection details (host, port, API key, etc.) in the Lyzr dashboard.
- Test the connection – verify connectivity and authentication before proceeding.
- Index your data – create or import indexes/vectors to enable efficient similarity search.
- Write your query agent – use Lyzr’s SDK or UI to define query prompts, filters, and retrieval parameters.
- Deploy and monitor – launch your agent and track usage metrics to ensure performance and reliability.
Available Connectors
Below is the list of supported connectors. Click Add to begin configuration or View Documentation for detailed setup instructions.| Connector | Type | Description |
|---|---|---|
| Qdrant | Vector Store | Open-source vector database for high-performance similarity search. |
| Weaviate | Vector Store | Scalable, GraphQL-enabled vector database with multimodal support. |
| PG-Vector | Vector Store | PostgreSQL extension for storing and querying vector embeddings. |
| Singlestore | Vector DB | Managed distributed SQL database with vector search capabilities. |
| Redshift | Data Warehouse | Fully managed, petabyte-scale cloud data warehouse by AWS. |
| Postgres | Relational Database | Open-source, object-relational database system extending SQL. |
| MySQL | Relational Database | Widely used open-source RDBMS developed by Oracle. |
| BigQuery | Data Warehouse | Serverless, scalable multi-cloud data warehouse by Google Cloud. |
| File Upload | File Storage | Upload CSV, Excel, or JSON files as ad-hoc data sources. |
| MongoDB | NoSQL Database | Document-oriented NoSQL DB for flexible, schema-less data storage. |
| Azure SQL | Relational Database | Fully managed relational DB service by Microsoft Azure. (Coming soon) |
Getting Started
- Navigate to Data Connectors in the Lyzr sidebar.
- Click Add next to your desired connector.
- Fill in the connection details and test connectivity.
- Once connected, you can begin indexing data or write queries directly in the Lyzr Query Editor.