Awesome List

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
List stars
4,893
README repos
1,095
Indexed repos
962
List commits
654
Forks
721
Open issues
25

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Latest scan 2026-10-17 10:50

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178 repos matching these filters.

Latest repo push 2026-10-17

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catboost/catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

Updated
2026-09-12
Lists
4 list mentions
First commit
2017-07-18
License
Apache-2.0
Issues
723 open
Forks
1,335
Commits
50,755 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
strands-agents/harness-sdk

Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.

AI dev
Updated
2026-10-16
Lists
6 list mentions
First commit
2025-05-16
License
Apache-2.0
Issues
1,006 open
Forks
1,383
Commits
2,987 commits
Star growth, last 7 days
+81 +0.9%
Commit velocity, last 7 days
+67 +2.3%
bentoml/BentoML

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

Updated
2026-08-28
Lists
2 list mentions
First commit
2019-04-02
License
Apache-2.0
Issues
218 open
Forks
1,024
Commits
3,761 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
mage-ai/mage-ai

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

Updated
2026-09-10
Lists
1 list mention
First commit
2022-05-16
License
Apache-2.0
Issues
624 open
Forks
990
Commits
5,790 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
apache/beam

Apache Beam is a unified programming model for Batch and Streaming data processing.

AI dev
Updated
2026-09-06
Lists
1 list mention
First commit
2014-12-13
License
Apache-2.0
Issues
3,972 open
Forks
4,649
Commits
48,109 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
vaexio/vaex

Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀

Updated
2026-04-01
Lists
3 list mentions
First commit
2014-01-27
License
MIT
Issues
554 open
Forks
599
Commits
3,727 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
stanfordnlp/stanza

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

Updated
2026-09-10
Lists
2 list mentions
First commit
2017-04-28
License
NOASSERTION
Issues
95 open
Forks
960
Commits
5,433 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
2FastLabs/agent-squad

Flexible and powerful framework for managing multiple AI agents and handling complex conversations

AI dev
Updated
2026-09-18
Lists
3 list mentions
First commit
2024-07-23
License
Apache-2.0
Issues
114 open
Forks
740
Commits
1,265 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
alteryx/featuretools

An open source python library for automated feature engineering

Updated
2026-07-27
Lists
2 list mentions
First commit
2017-09-09
License
BSD-3-Clause
Issues
169 open
Forks
914
Commits
1,380 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
traceloop/openllmetry

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

AI dev
Updated
2026-10-13
Lists
5 list mentions
First commit
2023-09-02
License
Apache-2.0
Issues
788 open
Forks
1,159
Commits
1,433 commits
Star growth, last 7 days
+21 +0.3%
Commit velocity, last 7 days
+5 +0.4%
flyteorg/flyte

Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.

Updated
2026-09-11
Lists
2 list mentions
First commit
2019-04-09
License
Apache-2.0
Issues
180 open
Forks
884
Commits
5,166 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
NVIDIA-NeMo/Guardrails

NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.

AI dev
Updated
2026-09-10
Lists
3 list mentions
First commit
2023-04-25
License
NOASSERTION
Issues
228 open
Forks
831
Commits
3,818 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
julep-ai/julep

Julep — durable, composable AI agents. Flows that crash and resume, retry safely, and explain every step.

Updated
2026-08-06
Lists
2 list mentions
First commit
2023-06-19
License
Apache-2.0
Issues
2 open
Forks
968
Commits
464 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
aimhubio/aim

Aim đŸ’Ģ — An easy-to-use & supercharged open-source experiment tracker.

Updated
2026-10-09
Lists
4 list mentions
First commit
2019-05-31
License
Apache-2.0
Issues
480 open
Forks
413
Commits
2,265 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Trusted-AI/adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

Updated
2026-10-03
Lists
2 list mentions
First commit
2017-05-09
License
MIT
Issues
24 open
Forks
1,347
Commits
13,059 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
microsoft/agent-governance-toolkit

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

AI dev
Updated
2026-09-10
Lists
4 list mentions
First commit
2026-03-02
License
MIT
Issues
267 open
Forks
1,113
Commits
2,500 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
NVIDIA/DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

AI dev
Updated
2026-09-09
Lists
1 list mention
First commit
2018-06-01
License
Apache-2.0
Issues
218 open
Forks
677
Commits
4,363 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
MakazhanAlpamys/Soup

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

AI dev
Updated
2026-09-07
Lists
2 list mentions
First commit
2026-02-20
License
Apache-2.0
Issues
73 open
Forks
845
Commits
1,123 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
google-deepmind/open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

Updated
2026-08-31
Lists
1 list mention
First commit
2019-08-28
License
Apache-2.0
Issues
52 open
Forks
1,179
Commits
5,568 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
maziyarpanahi/openmed

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 2,200+ medical models, 21 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

AI dev
Updated
2026-09-07
Lists
2 list mentions
First commit
2025-09-10
License
Apache-2.0
Issues
562 open
Forks
660
Commits
4,096 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
vitali87/code-graph-rag

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

AI dev
Updated
2026-09-10
Lists
2 list mentions
First commit
2025-06-16
License
MIT
Issues
104 open
Forks
672
Commits
6,800 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Marker-Inc-Korea/AutoRAG

AutoRAG: Now your agent can find anything in your computer. It gets smarter if you are using it frequently.

AI dev
Updated
2026-09-12
Lists
3 list mentions
First commit
2024-01-10
License
NOASSERTION
Issues
134 open
Forks
433
Commits
1,079 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
pytorch/ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Updated
2026-09-08
Lists
2 list mentions
First commit
2017-11-24
License
BSD-3-Clause
Issues
183 open
Forks
720
Commits
2,034 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
gptme/gptme

Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web. Make your own persistent autonomous agent on top!

AI dev
Updated
2026-10-15
Lists
5 list mentions
First commit
2023-03-24
License
MIT
Issues
13 open
Forks
451
Commits
4,936 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
IBM/mcp-context-forge

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

AI dev
Updated
2026-09-05
Lists
2 list mentions
First commit
2025-05-08
License
Apache-2.0
Issues
903 open
Forks
854
Commits
3,170 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
microsoft/FLAML

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

AI dev
Updated
2026-09-09
Lists
1 list mention
First commit
2020-12-04
License
MIT
Issues
179 open
Forks
563
Commits
903 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
deepchecks/deepchecks

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

Updated
2025-12-28
Lists
3 list mentions
First commit
2021-10-11
License
NOASSERTION
Issues
267 open
Forks
303
Commits
1,504 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
argilla-io/distilabel

Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verified research papers.

Updated
2026-08-31
Lists
1 list mention
First commit
2023-10-16
License
Apache-2.0
Issues
106 open
Forks
257
Commits
846 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
SQLMesh/sqlmesh

Scalable and efficient data transformation framework - backwards compatible with dbt.

AI dev
Updated
2026-09-15
Lists
2 list mentions
First commit
2022-09-23
License
Apache-2.0
Issues
304 open
Forks
452
Commits
4,714 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
pezzolabs/pezzo

đŸ•šī¸ Open-source, developer-first LLMOps platform designed to streamline prompt design, version management, instant delivery, collaboration, troubleshooting, observability and more.

Updated
2026-08-21
Lists
4 list mentions
First commit
2023-05-04
License
Apache-2.0
Issues
54 open
Forks
279
Commits
261 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
MAIF/shapash

🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models

Updated
2026-09-08
Lists
2 list mentions
First commit
2020-05-29
License
Apache-2.0
Issues
54 open
Forks
387
Commits
2,066 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
feder-cr/invisible_playwright

Playwright that anti-bots cannot see, so no captchas: same API, anti-detect stealth headless Firefox, undetected fingerprint, bypass bot detection, Python web scraping and browser automation.

Updated
2026-10-15
Lists
2 list mentions
First commit
2026-05-13
License
MIT
Issues
5 open
Forks
305
Commits
783 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
fbdesignpro/sweetviz

Visualize and compare datasets, target values and associations, with one line of code.

Updated
2026-04-11
Lists
2 list mentions
First commit
2020-05-09
License
MIT
Issues
41 open
Forks
286
Commits
151 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history