Best Open Source etl Libraries

A curated list of the most popular GitHub repositories tagged with etl. Select any project to visualize its architecture and dive into the codebase using RepoMind's AI engine.

#1pathwaycom/pathway

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

59,654Python

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#2apache/airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

44,349Python

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#3airbytehq/airbyte

The leading data integration platform for ETL / ELT data pipelines from APIs, databases & files to data warehouses, data lakes & data lakehouses. Both self-hosted and Cloud-hosted.

20,743Python

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#4dagster-io/dagster

An orchestration platform for the development, production, and observation of data assets.

14,983Python

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#5mage-ai/mage-ai

🧙 Build, run, and manage data pipelines for integrating and transforming data.

8,651Python

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