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.
AgileRL
The complete post-training stack for LLMs, plus RL for any problem. SFT, DPO and multi-turn agentic RL, with evolutionary hyperparameter optimization built in.
AI Bootcamp
Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, Ollama, LLMs, RAGs, LangChain, LangGraph, Fine-tuning, DSPy & AI Agents (CrewAI), (Using ChatGPT, gpt-oss, Claude, Qwen, Gemma, Llama, Gemini)
Spark X2 6
Spark-x2.6 open model series. Pushing the Limits of Agentic Capabilities in On-Device Models
S3
[EMNLP'25] s3 - ⚡ Efficient & Effective Search Agent Training via RL for RAG (RLVR for Search with Minimal Data)
Agentic Data Scientist
An end-to-end Data Scientist
Helix
♾️ Private Agent Fleet with Spec Coding. Each agent gets their own GPU-accelerated desktop. Run Claude, Codex, Gemini and open models on a full private AI Stack ♾️
Agent Java Offer
公开的 Java 后端 / AI Agent / 系统设计 / 算法面试复习资料库
C2C
[ICLR'26] The official code implementation for "Cache-to-Cache: Direct Semantic Communication Between Large Language Models"
Pilotfish
Multi-model orchestration layer for Claude Code — the frontier model plans, cheaper models execute, verification guards quality. One-prompt install.
Relax
An Asynchronous Reinforcement Learning Engine for Omni-Modal Post-Training at Scale
Llama Cpp Agent
The llama-cpp-agent framework is a tool designed for easy interaction with Large Language Models (LLMs). Allowing users to chat with LLM models, execute structured function calls and get structured output. Works also with models not fine-tuned to JSON output and function calls.
Tgo
Open-source AI Agent Customer Service Platform. Build AI agent teams with LLM orchestration, RAG knowledge base, multi-channel support, and human collaboration.
XLAM
xLAM: A Family of Large Action Models to Empower AI Agent Systems
TravelPlanner
[ICML'24 Spotlight] "TravelPlanner: A Benchmark for Real-World Planning with Language Agents"
AI Interview Codex
Comprehensive ML/AI interview codex with iterative system design, production-ready code, and 2026 standards. Includes LLM/GenAI, RAG systems, agentic AI, and algorithms from scratch.
OpenRCA
[ICLR'25] OpenRCA: Can Large Language Models Locate the Root Cause of Software Failures?
Lc Studylab
LC-StudyLab 是一个完整演示 LangChain v1.0 全家桶能力的开源项目,整合了 LangGraph、DeepAgents、RAG 检索增强生成、Guardrails 安全校验与流式输出智能体等核心特性,帮助开发者系统掌握 LangChain v1 的所有关键组件
LangChain ReAct Agent
基于 LangChain/LangGraph 的 ReAct Agent,结合 RAG 检索、工具调用与 Streamlit 界面,面向智能客服与报告生成场景。
HiRoute
Make Codex and Claude Code subscriptions go further: a local model router that gives routine agent work to economical models and keeps your strongest model for the hard parts.
Lawglance
A free open source RAG based AI legal assistant.
MoleCode
Molecode presents molecules as code and enables LLMs to operate and reason on chemistry directly.
Autogluon Assistant
Multi-Agent System Powered by LLMs for End-to-end Multimodal ML Automation
Reevo
[NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution
Jev Drone
Camera-only autonomous drone in MuJoCo with a small judgment model (TypeSafe Jev) in the loop at 2.5Hz
List refreshed November 15, 2026. Data comes from public GitHub repositories.