Tutorials

A collection of step-by-step tutorials on building and integrating agentic AI systems, published under IBM's Open Innovation Community initiative.

• Tutorials

A hands-on Microsoft Foundry hackathon lab that walks developers through designing, monitoring, evaluating and orchestrating enterprise AI agents with the Foundry SDK and portal.

• Tutorials

The Super Tiny Compiler, a well-known minimal educational compiler example, reimplemented in Ada, taking a small Lisp-like expression and compiling it to a line of C-style function-call code.

• Languages
• Tutorials

A 22-lesson, project-driven curriculum on generative AI and LangChain agents, covering prompt engineering, vector embeddings, chain orchestration and building retrieval-augmented chat agents through hands-on examples.

• Tutorials

The complete sample code for a Japanese book on training and using local LLMs in Python, covering embedding a local model in an app, building a transformer from scratch, fine-tuning, multimodal generation and RAG.

• Tutorials
• Books

A collection of reference implementations of agentic retrieval-augmented generation, evaluation and orchestration workflows, built for Vector Institute's Agent Bootcamp using current Python agent frameworks.

• RAG
• Tutorials

A structured, topic-by-topic roadmap and resource collection for learning generative and agentic AI, moving from math and Python foundations through machine learning, deep learning, LangChain, RAG, vector databases, LangGraph and the Model Context Protocol.

• Tutorials

A setup guide for running the Pi coding agent inside an isolated Docker Sandbox microVM while it talks to a local llama-server inference backend running on the host GPU.

• Containers
• Tutorials

A sample personal-shopping chatbot in Java that routes customer requests to separate product, sales and refund agents, using Spring AI, Azure OpenAI and Azure Cosmos DB for both transactional data and vector search.

• Agent frameworks
• Tutorials

A demonstration project showing how a high-level Cursor agent can delegate a trip-planning task to specialized flight- and hotel-research subagents using Cursor's agent skills.

• Agent frameworks
• Tutorials

A hands-on lab series of Jupyter notebooks and Bicep templates that walk through Microsoft Foundry, Azure's unified platform for provisioning, orchestrating and governing AI agents, models and tools.

• Agent frameworks
• Tutorials

A free, hands-on curriculum that takes a Python developer from foundations through prompt engineering, LLM APIs, RAG, agents, fine-tuning and MLOps to production AI systems, with notebooks and real projects.

• Tutorials

A collection of production-ready Python examples for the CUBRID database, with five-minute quickstarts for FastAPI and SQLAlchemy, a Java-to-Python migration guide, copy-and-customize service templates, and benchmark-backed performance patterns.

• Databases
• Tutorials

A Spanish-language course repository covering AI and prompt engineering fundamentals, from large language models and prompt patterns to multimedia generation and an introduction to machine learning ethics.

• Tutorials

A sample Android app demonstrating how to build a Stripe Terminal "Apps on Devices" integration: discovering and connecting to a handoff card reader, collecting and confirming a payment, and deep-linking to the reader's admin settings.

• Tutorials

A curated list of links to AI services, vendor prompt-engineering guides and recommended LLM tools, compiled as companion material for a live online training course on prompt engineering.

• Tutorials
• Curated lists

A set of standalone example decision apps for the Nextmv optimization platform, showing how to solve knapsack, vehicle routing, shift scheduling and order-fulfillment problems in Go and Python with solvers such as HiGHS, OR-Tools, Gurobi, CPLEX and Xpress.

• Tutorials

A Next.js app for testing MongoDB Atlas hybrid search, combining full-text and vector search queries through a unified $search stage with adjustable rank-fusion parameters.

• Databases
• Tutorials

A demonstration project that uses Spring AI with Ollama or OpenAI to chat with documents stored in a library, embedding them into a PostgreSQL vector database to answer questions from their content.

• RAG
• Tutorials

This repository holds the notebooks, exercises and data for a one-day masterclass that teaches engineers and architects to build security and privacy into AI and machine learning products by design rather than adding it afterward.

• Security
• Tutorials

This is a curated archive of agentic AI sample projects and reusable tooling from an AWS-run Agentic AI Acceleration program in Korea, covering production-grade agent architectures built on Amazon Bedrock and AgentCore.

• Tutorials

This repository holds the code samples, Jupyter notebooks and reference material for a Udemy course on agentic AI concepts, aimed at practical, hands-on learning for beginners.

• Tutorials

This Azure sample demonstrates building an AI agent integration end to end: a serverless pizza-ordering API, an MCP server exposing that API to agents such as GitHub Copilot and Claude, and a live dashboard, all runnable locally without any cloud cost.

• MCP servers
• Tutorials

Mini Agent is a minimal AI agent example built with nothing but Python, the OpenAI SDK and a while loop, written to accompany a blog article series that explains how agent frameworks work under the hood.

• Tutorials