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Awesome Opensource Ai

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

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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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.

Python #data-drift#data-science#data-validation#deep-learning pushed 2025-12-28 1,504 commits 3 list mentions
crmne/ruby_llm

One beautiful Ruby API for OpenAI, Anthropic, Gemini, Bedrock, Azure, OpenRouter, DeepSeek, Ollama, VertexAI, Perplexity, Mistral, xAI, GPUStack & OpenAI compatible APIs. Agents, Chat, Vision, Audio, PDF, Images, Embeddings, Tools, Streaming & Rails integration.

Ruby #agents#ai#anthropic#chatgpt pushed 2026-05-12 939 commits first commit 2025-01-30 3 list mentions AI dev signals
microsoft/PyRIT

The Python Risk Identification Tool for generative AI (PyRIT) is an open source framework built to empower security professionals and engineers to proactively identify risks in generative AI systems.

Python #ai-red-team#generative-ai#red-team-tools#responsible-ai pushed 2026-05-25 1,289 commits 1 list mention AI dev signals
NVlabs/VILA

VILA is a family of state-of-the-art vision language models (VLMs) for diverse multimodal AI tasks across the edge, data center, and cloud.

Python pushed 2026-03-12 134 commits 1 list mention
microsoft/PhiCookBook

This is a Phi Family of SLMs book for getting started with Phi Models. Phi a family of open sourced AI models developed by Microsoft. Phi models are the most capable and cost-effective small language models (SLMs) available, outperforming models of the same size and next size up across a variety of language, reasoning, coding, and math benchmarks

Jupyter Notebook AndroidExpressStreamlit .NET SDKGradle #cookbook#language-model#phi-4#phi-4-mini pushed 2026-05-26 949 commits first commit 2024-05-07 2 list mentions AI dev signals
awslabs/deequ

Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.

Scala #dataquality#scala#spark#unit-testing pushed 2026-05-22 352 commits 1 list mention
nmslib/nmslib

Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.

C++ #k-nn-graphs#knn-search#neighborhood-graphs#non-metric pushed 2026-04-13 1,521 commits 1 list mention
deta/surf

Personal AI Notebooks. Organize files & webpages and generate notes from them. Open source, local & open data, open model choice (incl. local).

TypeScript ElectronSvelteSvelteKit BunCargo #claude#deepseek#gemma#knowledge-base pushed 2026-05-29 98 commits first commit 2025-10-22 2 list mentions
QData/TextAttack

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

Python #adversarial-attacks#adversarial-examples#adversarial-machine-learning#data-augmentation pushed 2026-04-17 2,792 commits 1 list mention AI dev signals
SkyworkAI/DeepResearchAgent

DeepResearchAgent is a hierarchical multi-agent system designed not only for deep research tasks but also for general-purpose task solving. The framework leverages a top-level planning agent to coordinate multiple specialized lower-level agents, enabling automated task decomposition and efficient execution across diverse and complex domains.

Python #gaia#general-purpose#multiagent-systems#multimodel pushed 2026-05-04 133 commits 2 list mentions
pezzolabs/pezzo

🕹️ Open-source, developer-first LLMOps platform designed to streamline prompt design, version management, instant delivery, collaboration, troubleshooting, observability and more.

TypeScript #ai#devtools#gpt-3#gpt-4 pushed 2026-03-31 259 commits 3 list mentions