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

Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI

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

👩🏻‍🍳 A collection of example notebooks using Haystack

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

A collection of notebooks, cookbooks, and recipes showcasing fun and effective ways to use CrewAI's agentic workflow implementations and tools.

A collection of Kotlin-based examples featuring AI frameworks such as Spring AI, LangChain4j, and more — complete with Kotlin notebooks for hands-on learning.

A companion guide for the blog post series, LangChain Decoded.

Learn about designing and training LLM Agents from Colab Notebooks

Notebooks for the Built Multi-Agent Applications with AutoGen Course

LangGraph Typescript Agents Notebooks: email, human in the loop, memory

Notebooks of the Agentic Auditing Tutorial of 63rd World Continuous Auditing and Reporting Symposium (WCARS).

End-to-end financial text-analysis using Bigdata API and the Bigdata-Research-Tools library. Ready-to-use notebooks with RAG & GenAI enabling thematic and risk screening, trend tracking, and automated report generation, extracting insights at scale.

These are the Microsoft Semantic Kernel Workshop notebooks. It addresses AI agents, agents collaboration and, of course, kernel, plugins, planners and function calling

The notebooks & projects code for Generative for Backend Dev online bootcamp

Jupyeter Notebooks that demo Generative AI concepts

Jupyter Notebooks of Course of LangChain for LLM Application Development by DeepLearning.AI

Experimental Marimo extension for Agentic Notebooks -- integrating AI Agents into the Notebook workflow

Marimo versions of HuggingFace's Agents course notebooks.

This is a repository of agent notebooks that contains studies on how to use various agent libraries with different tools and methods.