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.
Amfs
Recursive Self-Improvement for AI agents and models, helping your agents self-improve with every run
Sovereign Agent Swarm
Adaptive Human-Agent Teaming (HAT) & Smart Company (SmC) Infrastructure This repository implements a Human-Model-Free adaptive agent architecture. Instead of relying on rigid, computationally expensive human behavioral models, the system leverages real-time trajectory analysis and the Cross-Entropy
Workspace Bench
Benchmark self-evolving Agent upon realistic large-scale file workspaces
SciBASIC
A VisualBasic(.NET) language kernel and runtime for scientific data computing, deep learning, LLM inference, GPU acceleration, visualization and command-line data-science applications — running on .NET (net10.0) across Windows, Linux and macOS.
Constellation Engine
Most AI agents forget you the moment the tab closes. Constellation Engine gives them a hippocampus — a living star map with spreading activation, Hebbian writeback, episodic recall, and post-turn consolidation. Local-first, model-agnostic, AGPL.
Bedrock Kb Rag Workshop
Bedrock Knowledge Base and Agents for Retrieval Augmented Generation (RAG)
LLM Agri Bot
This Chatbot helps farmers make informed decisions by leveraging the power of LLM Model from OpenAI.
Cactus
LLM Agent that leverages cheminformatics tools to provide informed responses.
RAGWire
Production-grade RAG toolkit - ingest PDFs, DOCX, XLSX into Qdrant with LLM metadata extraction, hybrid search, and SHA256 deduplication.
Complete Generative AI
A comprehensive collection of Generative AI projects and experiments, covering RAG, chatbots, LLM fine-tuning, and more.
Multi Agent Template App
A radically simple, reliable, and high performance template to enable you to quickly get set up building multi-agent applications
ToolAgents
ToolAgents is a lightweight and flexible framework for creating function-calling agents with various language models and APIs.
Kalibr SDK Python
Stop overpaying to run your agents. Kalibr routes every request to lower-cost model and tool paths without degrading performance.
Grux
Grux AI: open source AI agent for macOS (MIT). One Command Panel for your mail, calendar, meetings, files and a shell it can undo. Runs on a local Ollama model with no key, or your own key. Change it with Claude Code. Download Grux.dmg at gruxai.com, or brew install --cask dotcomjack/tap/grux
CaPtain
CaPtain: A Pipeline for Post-Training Code-as-Policy Robot Agents — CaPtain-Harness, SFT and RL training code, benchmark adapters
Humanasllm
Human as Agent(人即智能体)· Human-as-LLM 人工代理网关:把工程师变成模型,OpenAI 兼容 /v1 接入 Agent 调度池,涉密/需人工任务路由给真实工程师。为 AI Agent 提效、为平台/运维收集工单。Human-as-LLM Gateway, human-in-the-loop, OpenAI compatible /v1, human-llm model.
SmartAgent
The official repository of "SmartAgent: Chain-of-User-Thought for Embodied Personalized Agent in Cyber World".
Typed Evals
Fast, typed Python framework for Jev-as-a-Judge/Decision-model evaluation for LLMs, RAG, and AI agents along with human-label calibration.
OmniDev
Your Multi-Model AI Development Assistant - Free, Intelligent, Autonomous
List refreshed November 15, 2026. Data comes from public GitHub repositories.