Airbyte

About Airbyte

An open-source data integration platform for modern data teams. Airbyte offers 300+ pre-built connectors to sync data from APIs, databases, and files into data warehouses and lakes, with support for custom connector development.

Key Features

• 1Open-source ELT platform with 350+ pre-built data source connectors
• 2Connector Builder for creating custom source connectors without code
• 3Airbyte CDK (Python) for building fully custom source and destination connectors
• 4Incremental sync with state management for efficient data refreshes
• 5Normalization generates typed staging tables from raw JSON source data

How Python Data Engineers Use Airbyte

Python data engineers use Airbyte to replace hand-written API ingestion scripts — selecting a pre-built connector for the source API, configuring credentials, and Airbyte handles pagination, rate limiting, and incremental sync automatically. The Python CDK is used when a required source connector doesn't exist, enabling engineers to build and publish custom connectors.