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datawhalechina / deepagents-in-action

📚 《Deep Agents 实战》—— LangChain 官方大使出品,基于 LangChain / LangGraph 生态,从零构建生产级 AI Agent 的完整指南

▲ ~79/7d ★ 2.8k Jupyter Notebook 1d ago
NirDiamant / GenAI_Agents

50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

▲ ~65/7d ★ 25k Jupyter Notebook today
AccumulateMore / CV

✅(已完结)超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】

▲ ~65/7d ★ 24k Jupyter Notebook 1mo ago
xbsheng / atguigu-note

AI 课程笔记:langchain / langgraph / python / vibe coding

▲ ~26/7d ★ 493 Jupyter Notebook today
ed-donner / agents

Repo for the Complete Agentic AI Engineering Course

▲ ~16/7d ★ 6.4k Jupyter Notebook 3d ago
Akun-python / autumn-recruitment

Autumn-Recruit Algo Notes(秋招算法学习仓库),面向大模型时代的算法、工程与AI学习共建仓库。从数学基础、数据结构,到机器学习、深度学习、LLM、Agent、AI-Infra、语音与数据科学,通过「理解→推导→手写 → 运行 → 验证 → 复盘构建可持续迭代的知识体系。

▲ ~16/7d ★ 282 Jupyter Notebook 8d ago
NirDiamant / Agent_Memory_Techniques

Agent memory for LLMs: 30 runnable Jupyter notebooks covering conversation buffers, vector stores, knowledge graphs, episodic and semantic memory, MemGPT, Mem0, Letta, Zep, Graphiti, LoCoMo benchmarks, and production patterns.

▲ ~12/7d ★ 1.1k Jupyter Notebook today
microsoft / edgeai-for-beginners

This course is designed to guide beginners through the exciting world of Edge AI, covering fundamental concepts, popular models, inference techniques, device-specific applications, model optimization, and the development of intelligent Edge AI agents.

▲ ~9/7d ★ 1.8k Jupyter Notebook 13d ago
benman1 / generative_ai_with_langchain

Build production-ready LLM applications and advanced agents using Python, LangChain, and LangGraph. This is the companion repository for the book on generative AI with LangChain.

▲ ~7/7d ★ 1.4k Jupyter Notebook 27d ago
calmrocks / ai-engineer-notebooks

Hands-on, framework-free Colab notebooks for the AI Engineer / Forward Deployed Engineer (FDE) skill set — model APIs, structured output, tool calling, RAG, evals-as-the-spine, agents (loop from scratch, tool design, guardrails, MCP, Skills), fine-tuning vs LoRA, prompt-injection/security, LLMOps, and customer craft. Runs on the free Groq API.

▲ ~7/7d ★ 708 Jupyter Notebook 15d ago
leoncuhk / awesome-quant-ai

A curated list of awesome resources for quantitative investment and trading strategies focusing on artificial intelligence and machine learning applications in finance.

▲ ~7/7d ★ 645 Jupyter Notebook 26d ago
oracle-devrel / oracle-ai-developer-hub

Technical resources for AI developers to build applications, agents, and systems using Oracle AI Database and OCI services

▲ ~5/7d ★ 4.4k Jupyter Notebook today
zorost / AI-Engineering-Lab

A free, self-paced 24-week AI engineering course: Python, machine learning, LLMs, RAG, fine-tuning, agents and MCP, Azure and Vertex and Bedrock, and Databricks. 43 runnable notebooks, one continuous case study. MIT licensed, no signup. By Zorost Intelligence AI Lab.

▲ ~2/7d ★ 318 Jupyter Notebook 2mo ago
FareedKhan-dev / agentic-knowledge-graph

Knowledge-graph RAG built from structured metadata instead of LLM extraction. 929M edges, zero LLM calls, 83.2% on held-out PubMedQA. Case study: the full PubMed 2026 baseline.

▲ ~2/7d ★ 65 Jupyter Notebook 2mo ago
mongodb-developer / GenAI-Showcase

MongoDB's Generative AI Showcase: an exhaustive collection of examples and sample applications covering Retrieval-Augmented Generation (RAG), AI agents, and industry-specific use cases.

▲ ~0/7d ★ 4.3k Jupyter Notebook 9d ago
microsoft / CyberBattleSim

An experimentation and research platform to investigate the interaction of automated agents in an abstract simulated network environments.

▲ ~0/7d ★ 1.8k Jupyter Notebook 7d ago
microsoft / TextWorld

​TextWorld is a sandbox learning environment for the training and evaluation of reinforcement learning (RL) agents on text-based games.

▲ ~0/7d ★ 1.5k Jupyter Notebook 6d ago
GoogleCloudPlatform / asl-ml-immersion

Notebooks, code samples and reference for machine learning and generative ai on Google Cloud for the Advanced Solutions Lab (ASL) bootcamps.

▲ ~-2/7d ★ 2.6k Jupyter Notebook 1d ago
onestardao / WFGY

WFGY is heading toward WFGY 5.0 Polaris Protocol, a major open-source release for AI reasoning, RAG, agents, and real-world workflows. Includes Problem Map, Global Debug Card, WFGY 4.0, and the CFV Easter Egg.

▲ ~-2/7d ★ 1.8k Jupyter Notebook 1d ago
curiousily / 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)