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Open Source ETL & Data Integration Tools using GitHub

A curated collection of the best open source tools to extract, transform, and load data between systems. using GitHub.

Logstash

Centralize, transform, and stash your data

Stars
14,848
Forks
3,505
Last commit
3 days ago

Logstash is a free and open server-side data processing pipeline that ingests data from multiple sources, transforms it, and sends it to your desired destination.

Open Source Alternative to:

DataDog

CocoIndex

Ultra-fast data transformation for AI with lineage

Stars
9,753
Forks
759
Last commit
11 hours ago

Open-source ETL framework built in Rust for AI workloads. Features incremental processing, data lineage, and observability tools for semantic search and RAG applications.

Open Source Alternative to:

Pipedream

Mage

Magical data pipeline tool for seamless transformations

Stars
8,727
Forks
965
Last commit
14 hours ago

Open-source data pipeline platform for effortless data integration, transformation, and orchestration using Python, SQL, and R.

Open Source Alternative to:

Pipedream

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