Are you going to explain AI agents as well?

Hi all , if someone could help me in finding a resources or already have a digram work flow of a GenAI end to end Project , I've done GenAI projects before but I want something as flow for me to reflect on what I've done . thanks

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LangFuzz is a command line tool designed to perform red teaming on language model applications and add any points of interest to a LangSmith Dataset. It generates pairs of similar questions and compares the responses to identify potential failure modes in chatbots or other language model-based systems. For those coming from a software engineering background: this similar to a particular type of fuzz testing called metamorphic testing. https://github.com/hwchase17/langfuzz

I have no clear how to integrate a chatbot in a website: can anyone help me?