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
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
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.
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.
DeepAnalyze
DeepAnalyze is the first agentic LLM for autonomous data science. 🎈你的AI数据分析师,自动分析大量数据,一键生成专业分析报告!
Optillm
Optimizing inference proxy for LLMs
Agentic Rag For Dummies
A modular Agentic RAG built with LangGraph — learn Retrieval-Augmented Generation Agents in minutes.
LazyLLM
Easiest and laziest way for building multi-agent LLMs applications.
List refreshed November 15, 2026. Data comes from public GitHub repositories.