Data Science & ML AI Agents
Compare the best open-source AI agents for data science & ML. Models, RAG pipelines, embeddings and datasets. Ranked by GitHub stars, with install commands, what each one can touch and scan reports where available.
Ragflow
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
Cherry Studio
Your AI workspace for models, agents, and productivity.
PageIndex
📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
Graphiti
Build Real-Time Knowledge Graphs for AI Agents
Cua
Scale computer-use 2.0 with open-source drivers, cross-OS sandboxes, and benchmarks for training, evaluation, and data generation.
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.
NemoClaw
Run agents like Hermes, LangChain Deep Agents, and OpenClaw more securely inside NVIDIA OpenShell with managed inference
Kubeflow
The Cloud Native AI Platform
Llmware
Unified framework for building enterprise RAG pipelines with small, specialized models
MiMo Code
MiMo Code: Where Models and Agents Co-Evolve
Txtai
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
AgentGuide
https://adongwanai.github.io/AgentGuide | AI Agent开发指南 | LangGraph实战 | 高级RAG | 转行大模型 | 大模型面试 | 算法工程师 | 面试题库 | 强化学习|数据合成
Kedro
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
Aichat
All-in-one LLM CLI tool featuring Shell Assistant, Chat-REPL, RAG, AI Tools & Agents, with access to OpenAI, Claude, Gemini, Ollama, Groq, and more.
Metaflow
Build, Manage and Deploy AI/ML Systems
Oh My Opencode Slim
Lean, fine tuned Opencode multi agent suite · Mix any models · Auto delegate tasks
Oumi
Easily fine-tune (SFT/RL), evaluate, and deploy Qwen, Gemma, or any open agentic LLM/VLM!
Big AGI
AI suite powered by state-of-the-art models and providing advanced AI/AGI functions. Includes AI personas, AGI functions, world-class Beam multi-model chats, text-to-image, voice, response streaming, code highlighting and execution, PDF import, presets for developers, much more. Deploy on-prem or in the cloud.
Rakazo
Open-source Grok Bot alternative. Choose your own model and sandbox.
AI Agents From Zero
🚀 2026 最系统的 AI Agent 速成指南|智能体实战教程 · 完整学习路径 + 实战项目 + 面试题库 · 对标大模型应用开发工程师岗位 · 覆盖LangChain / LangGraph / Coze / Dify / MCP / skills / LLM / RAG / 提示词 · 企业级部署与微调 · 从0到企业级落地 + 从学习到上线项目 + 面试准备一体化
Zenml
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
AI Data Science Team
An AI-powered data science team of agents to help you perform common data science tasks 10X faster.
OpenKB
OpenKB: Open LLM Knowledge Base
Thunderbolt
AI You Control: Choose your models. Own your data. Eliminate vendor lock-in.
List refreshed November 15, 2026. Data comes from public GitHub repositories.