Repository for the "Building LLMs for Production" book by Towards AI.

🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

Notebooks and Code about Generative Ai, LLMs, MLOPS, NLP , CV and Graph databases

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

Jupyter Notebooks for Mastering LLM with Advanced RAG Course

AI 应用示例合集

👩🏻‍🍳 A collection of example notebooks using Haystack

A group of notebooks and other files which can help you learn AI from scratch.

✅（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】

Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 ,Agents.

GenAI Playground

I put all my exploration around AI in reproducible notebooks in this repository

AI Agent Work shop include Agent from Corepython, using CrewAI and Using SmolAgent

Interactive notes (Jupyter Notebooks) for building AI-powered applications

Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 , Agents.

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.

This project aims to introduce and demonstrate the practical applications of RAG using Python code in a Jupyter Notebook environment.

The IQ Series is a hands-on learning experience for Microsoft IQ: Microsoft's unified intelligence layer for the enterprise, spanning Foundry IQ, Work IQ, and Fabric IQ. The series includes video episodes, Jupyter notebooks, and Azure deployment templates.

Free AI/ML course with 950+ Jupyter notebooks — Python, deep learning, LLMs, RAG, agents, prompt engineering, fine-tuning, MLOps

AI-powered knowledge management and question-answering system