Overview
Airbyte is the leading open-source data integration platform that moves data from APIs, databases, and files to data warehouses, data lakes, and AI applications. With 350+ connectors and growing AI agent support, it serves as the data backbone for building RAG pipelines and AI-powered data applications.
Key Features
- 350+ pre-built connectors for databases, APIs, SaaS platforms, and files
- ELT architecture with support for incremental and full refresh syncs
- AI-ready data pipelines for RAG and agent-based applications
- Self-hosted or cloud deployment options
- Change data capture (CDC) for real-time data synchronization
Use Cases
- Building data pipelines to feed RAG knowledge bases
- Syncing enterprise data to vector databases for AI search
- Creating unified data layers for AI agent tool access
- ETL workflows for machine learning feature engineering
Technical Details
- Built with Java and Python, containerized with Docker
- Supports dbt transformations within pipelines
- Connector Development Kit (CDK) for custom connector creation
- Python and PyAirbyte SDK for programmatic pipeline control