A repository containing code samples demonstrating the use of various AI assets: models, agents, MCP, ... The purpose of this repository is to showcase the variety of AI usage scenarios, and how AI inventory solutions can detect them.
The following folders contain examples and tutorials from popular AI frameworks and libraries.
autogen
: Tutorials for Microsoft'sautogen
librarygoogle
: Tutorials for Google'sgenai
,Vertex AI
andadk
huggingface
: Examples loading models from the Huggingface Hubkeras
: Examples using the Keras librarylangchain
: Examples using LangChain and LangGraphlitellm
: Examples using the LiteLLM wrappermcp
: MCP server tutorialsopenai
: Examples for OpenAI's SDK
These samples were copied from a variety of tutorials freely available on the internet. We've included links to their original sources, their original ownership and licenses apply.
The code in these samples will not execute as is, since we didn't include dependencies or even checked the code for correctness. The samples are for educational purposes only.