CourseGenix AI Learning Studio

To sequence multiple LLMs for complex tasks

A type of memory module

For agent decision making

Direct model training

It does not use memory

Via external API calls only

Through direct database integration

By storing and retrieving conversation history

To execute external actions based on decisions

For enhancing model accuracy

To manage user inputs

As primary language processors

As a debugging tool

To structure inputs for LLMs effectively

For generating random outputs

To store model weights

Enables building advanced AI applications easily

Increases computational speed alone

Reduces need for LLMs

Focuses on data visualization

Generative AI (Langchain, Langgraph, Langsmith, Pydantic AI)