Data Science & ML Listings
Compare the best open-source listings 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.
Yuxi
可私有部署的多租户知识智能体平台：统一 RAG、知识图谱、多智能体、MCP/Skills、沙盒与权限管理。Yuxi = Cloud Agents + Knowledge RAG, Self-hosted knowledge agent platform for RAG, knowledge graphs and multi-agent workflows.
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.
Semble
Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
UltraRAG
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
Openagent
⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and coding agent, demo: https://demo.openagentai.org
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.
Peekaboo
Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshots of applications, or the entire system, with optional visual question answering through local or remote AI models.
Code Graph Rag
The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
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！
Ragent
企业级 Agentic RAG 智能体 - 全链路覆盖文档解析、多路检索、意图识别、问题重写、会话记忆、MCP 工具调用与深度思考。面向真实业务场景，从 0 到 1 完整工程实现。
Optillm
Optimizing inference proxy for LLMs
Agentic Rag For Dummies
A modular Agentic RAG built with LangGraph — learn Retrieval-Augmented Generation Agents in minutes.
Datamodel Code Generator
Generate Pydantic v2 models, dataclasses, TypedDict, and msgspec.Struct from OpenAPI, JSON Schema, GraphQL, Avro, Protobuf, and raw JSON/YAML/CSV.
Fast Agent
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support
LazyLLM
Easiest and laziest way for building multi-agent LLMs applications.
Knowhere
Knowhere extracts, parses, and outputs structured chunks ready for AI Agents and RAG.
Trulens
Evaluation and Tracking for LLM Experiments and AI Agents
AI Engineering Interview Questions
Your Cheat Sheet for AI Engineering Interview – Questions and Answers.
Atomic Agent
Atomic Agent is a local-first AI agent. Runs open-weight models on your own machine via llama.cpp.
Second Brain AI Assistant Course
Learn to build your Second Brain AI assistant with LLMs, agents, RAG, fine-tuning, LLMOps and AI systems techniques.
List refreshed November 15, 2026. Data comes from public GitHub repositories.