Models and frameworks exploration

This repository contains experiments on how to invoke and work with Google models along with the exploration of Langgraph; a multi-agent framework, by understanding it's concepts and exploring it's capabilities.

Index

• Setup
• Files

Setup

Clone the repository

git clone https://github.com/Thejpal/Langchain.git

Install the requirements to run the files

pip install -r requirements.txt

Set the following environmental variables in .env file (Requirement to run the first three files)

GOOGLE_GEMINI_API_KEY="<your-api-key>"

Files

File	Description
basics.ipynb	LLM basics
google_models.ipynb	Invoking Google models with a variety of libraries and exploring their response objects
google_thinking_model.ipynb	Exploring Google thingking models
langgraph_practice.ipynb	Exploring Langgraph nodes, edges and state management
langgraph_memory.ipynb	Exploring memory management for the graphs in Langgraph
interrupt_test.ipynb	Exploring human in the loop workflow for Langgraph
requirements.txt	Packages to be installed to run the files