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Best Open Source AI Platform Projects

27 platform projects ranked by GitHub stars, weekly growth, and maintenance health.

Project data last synced 13h ago.
#ProjectCategoryStars ▼Weekly ▽TrendHealth ▽LanguageUpdated ▽
1
Made With ML
Learn how to develop, deploy and iterate on production-grade ML applications.
☁️ Platform47.6K036Jupyter Notebook2mo ago
2
Airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
☁️ Platform45.4K071Python13h ago
3
Ray
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
☁️ Platform42.5K+7279Python13h ago
4
Deepspeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
☁️ Platform42.3K063Python17h ago
5
Colossalai
Making large AI models cheaper, faster and more accessible
☁️ Platform41.4K045Python19h ago
6
CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
☁️ Platform33.5K041Jupyter Notebook1mo ago
7
Qdrant
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
☁️ Platform31.2K066Rust13h ago
8
Fastgpt
FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.
☁️ Platform28.0K070TypeScript13h ago
9
Label Studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
☁️ Platform27.3K+7078TypeScript12h ago
10
MLflow
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.
☁️ Platform25.9K+12988Python14h ago
11
Marimo
A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.
☁️ Platform20.9K072Python14h ago
12
Awesome Production Machine Learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
☁️ Platform20.5K043—21h ago
13
Tfjs
A WebGL accelerated JavaScript library for training and deploying ML models.
☁️ Platform19.1K048TypeScript17h ago
14
Megatron LM
Ongoing research training transformer models at scale
☁️ Platform16.3K063Python13h ago
15
DVC
🦉 Data Versioning and ML Experiments
☁️ Platform15.6K+1450Python14d ago
16
Trigger.dev
Trigger.dev – build and deploy fully‑managed AI agents and workflows
☁️ Platform14.9K066TypeScript14h ago
17
Weights & Biases
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
☁️ Platform11.1K+1767Python12h ago
18
Metaflow
Build, Manage and Deploy AI/ML Systems
☁️ Platform10.1K059Python13h ago
19
BentoML
The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!
☁️ Platform8.6K+1358Python5d ago
20
Evidently
Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
☁️ Platform7.5K039Jupyter Notebook9d ago
21
Academic Research Skills
Academic Research Skills for Claude Code: research → write → review → revise → finalize
☁️ Platform6.1K066Python23h ago
22
Chinese CLIP
Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.
☁️ Platform5.9K032Jupyter Notebook1mo ago
23
LLM Engineers Handbook
The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices
☁️ Platform5.0K034Python20d ago
24
Cognita
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
☁️ Platform4.4K041Python1mo ago
25
Swanlab
⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.
☁️ Platform3.9K055Python22h ago
26
Instill Core
🔮 Instill Core is a full-stack AI infrastructure tool for data, model and pipeline orchestration, designed to streamline every aspect of building versatile AI-first applications
☁️ Platform2.3K034Python5d ago
27
Rocketride Server
High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all from your IDE. Includes VS Code extension, TypeScript/Python SDKs, and Docker deployment.
☁️ Platform2.2K075C++13h ago

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