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Awesome Opensource Ai

Curated list of the best truly open-source AI projects, models, tools, and infrastructure. Daily updated.

alvinreal/awesome-opensource-ai #agents #ai #artificial-intelligence #awesome #awesome-list #generative-ai #llm #machine-learning #mlops #open-source #open-source-ai #rag

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List stars: 4,665
README repos: 1,011
Indexed repos: 883
List commits: 654
Forks: 630
Open issues: 28

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Latest scan 2026-09-03 10:49

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15 repos matching these filters.

Topic: data-engineering

Latest repo push 2026-09-04

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GokuMohandas/Made-With-ML

Learn how to develop, deploy and iterate on production-grade ML applications.

Stack

Jupyter Notebook FastAPI pytest PEP 517 pip

GitHub topics

#data-engineering #data-quality #data-science #deep-learning #distributed-ml #distributed-training

Updated: 2026-03-04
Lists: 1 list mention
First commit: 2023-07-26
License: MIT
Issues: 27 open

48,951

stars

Forks: 7,694
Commits: 19 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

apache/airflow

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

AI dev

Stack

Python Celery Cobra FastAPI Flask Go modules Gradle npm

GitHub topics

#airflow #apache #apache-airflow #automation #dag #data-engineering

Updated: 2026-09-03
Lists: 5 list mentions
First commit: 2014-10-06
License: Apache-2.0
Issues: 2,097 open

46,706

stars

Forks: 17,744
Commits: 40,787 commits
Star growth, last 7 days: +81 +0.2%
Commit velocity, last 7 days: +75 +0.2%

Website GitHub

kestra-io/kestra

Event Driven Orchestration & Scheduling Platform for Mission Critical Applications

AI dev

Stack

Java Micronaut React Vite Vue Gradle npm

GitHub topics

#ai-agents #automation #control-plane #data-engineering #data-orchestration #data-orchestrator

Updated: 2026-08-21
Lists: 3 list mentions
First commit: 2019-08-13
License: Apache-2.0
Issues: 689 open

27,880

stars

Forks: 2,931
Commits: 11,831 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

PrefectHQ/prefect

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

AI dev

Stack

Python FastAPI pytest React Starlette npm PEP 517 pip

GitHub topics

#automation #data #data-engineering #data-ops #data-science #infrastructure

Updated: 2026-09-04
Lists: 3 list mentions
First commit: 2021-07-12
License: Apache-2.0
Issues: 856 open

23,772

stars

Forks: 2,500
Commits: 22,026 commits
Star growth, last 7 days: +61 +0.3%
Commit velocity, last 7 days: +31 +0.1%

Website GitHub

argoproj/argo-workflows

Workflow Engine for Kubernetes

AI dev

Stack

Go Cobra Echo gRPC Go React Go modules Maven npm

GitHub topics

#airflow #argo #argo-workflows #batch-processing #cloud-native #cncf

Updated: 2026-08-08
Lists: 2 list mentions
First commit: 2017-10-17
License: Apache-2.0
Issues: 1,330 open

16,886

stars

Forks: 3,606
Commits: 6,633 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

dagster-io/dagster

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

AI dev

Stack

Python FastAPI Flask LangChain Next.js npm PEP 517 pip

GitHub topics

#analytics #dagster #data-engineering #data-integration #data-orchestrator #data-pipelines

Updated: 2026-08-22
Lists: 4 list mentions
First commit: 2018-04-30
License: Apache-2.0
Issues: 2,595 open

16,050

stars

Forks: 2,255
Commits: 27,882 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

semantica-agi/semantica

Graph-Native Infrastructure for Context and Accountable AI Systems

AI dev

Stack

Python Celery FastAPI Jupyter pytest npm PEP 517 pip

GitHub topics

#agent-memory #ai #ai-governance #ai-infrastructure #artificial-intelligence #context-engineering

Updated: 2026-09-03
Lists: 3 list mentions
First commit: 2025-06-25
License: MIT
Issues: 135 open

11,888

stars

Forks: 1,341
Commits: 2,810 commits
Star growth, last 7 days: +738 +6.6%
Commit velocity, last 7 days: +179 +6.8%

Website GitHub

great-expectations/great_expectations

Always know what to expect from your data.

AI dev

Stack

Python pytest React npm PEP 517 pip

GitHub topics

#cleandata #data-engineering #data-profilers #data-profiling #data-quality #data-science

Updated: 2026-06-13
Lists: 2 list mentions
First commit: 2017-06-06
License: Apache-2.0
Issues: 50 open

11,556

stars

Forks: 1,760
Commits: 13,657 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

mage-ai/mage-ai

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

Stack

Python LangChain Next.js pytest React npm PEP 517 pip

GitHub topics

#artificial-intelligence #data #data-engineering #data-integration #data-pipelines #data-science

Updated: 2026-07-30
Lists: 1 list mention
First commit: 2022-05-16
License: Apache-2.0
Issues: 618 open

8,781

stars

Forks: 979
Commits: 5,787 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

feast-dev/feast

The Open Source Feature Store for AI/ML

AI dev

Stack

Python Astro Cobra FastAPI gRPC Go Go modules Maven npm

GitHub topics

#big-data #data-engineering #data-quality #data-science #feature-store #features

Updated: 2026-09-02
Lists: 2 list mentions
First commit: 2018-12-10
License: Apache-2.0
Issues: 426 open

7,248

stars

Forks: 1,423
Commits: 4,719 commits
Star growth, last 7 days: +14 +0.2%
Commit velocity, last 7 days: 0 0.0%

Website GitHub

treeverse/lakeFS

lakeFS - Data version control for your data lake | Git for data

Stack

Go Android Cobra Gin gRPC Go Bundler Cargo Go modules

GitHub topics

#apache-spark #apache-sparksql #aws-s3 #azure-blob-storage #azure-storage #data-engineering

Updated: 2026-08-02
Lists: 1 list mention
First commit: 2019-09-12
License: Apache-2.0
Issues: 435 open

5,480

stars

Forks: 472
Commits: 6,551 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

Netflix/maestro

Maestro: Netflix’s Workflow Orchestrator

Stack

Java Spring Boot Gradle

GitHub topics

#agentic-workflow #analytics #automation #batch-processing #dag #data-engineering

Updated: 2026-07-31
Lists: 1 list mention
First commit: 2024-04-17
License: Apache-2.0
Issues: 33 open

3,812

stars

Forks: 301
Commits: 167 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

apache/hamilton

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

Stack

Jupyter Notebook Django FastAPI Jupyter LangChain npm PEP 517 pip

GitHub topics

#dag #data-analysis #data-engineering #data-science #dataframe #etl

Updated: 2026-08-01
Lists: 2 list mentions
First commit: 2019-07-25
License: Apache-2.0
Issues: 148 open

2,557

stars

Forks: 203
Commits: 2,060 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

sodadata/soda-core

Data Contracts engine for the modern data stack. https://www.soda.io

Stack

Python pytest PEP 517 uv

GitHub topics

#data-contracts #data-engineering #data-governance #data-monitoring #data-observability #data-profiling

Updated: 2026-08-02
Lists: 1 list mention
First commit: 2026-01-28
License: NOASSERTION
Issues: 203 open

2,403

stars

Forks: 281
Commits: 204 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

mlrun/mlrun

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

AI dev

Stack

Python FastAPI gRPC Go Starlette Go modules PEP 517 pip

GitHub topics

#data-engineering #data-science #experiment-tracking #kubernetes #machine-learning #mlops

Updated: 2026-08-02
Lists: 1 list mention
First commit: 2019-05-16
License: Apache-2.0
Issues: 110 open

1,690

stars

Forks: 315
Commits: 7,886 commits
Star growth, last 7 days: No 7-day history
Commit velocity, last 7 days: No 7-day history

Website GitHub

Activity

Default branch: main
Last pushed: 2026-09-03
GitHub updated: 2026-09-03
Created: 2026-03-24
First commit: -
Last scanned: 2026-09-03 10:49
Watchers: 48

Indexed repo mix

Repo stars: 20,284,157
Repo forks: 3,033,930
Active: 875
Archived: 8

Languages

Python (503) TypeScript (115) C++ (57) Rust (46) Jupyter Notebook (39) Go (29) Java (18) JavaScript (13) Shell (8) C (5) C# (5) Scala (4)

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