Algorithmic

A Multi-Agent System designed to tackle complex coding challenges requiring high-level reasoning.

Tools

• 🐳 Docker: used for safe execution of python code in sandboxes environment
• 🦜🕸️Langgraph: creating a control flow for multi-agent system and handling system states
• 🦜Langchain: used for handling role prompts and setting up LLMs
• 🏵️Gradio: used for creating a front-end to interact witht the agents

Features

• Mathematical Analysis: It provides detailed insights to help solve complex problems.
• Error Fixing: Automatically identifies and fixes errors in generated code.
• Test Case Handling: Efficiently generates code to manage various test cases.
• High Reasoning Capabilites: Handles Hard leveled Questions with low acceptance rate.

Deployment

To deploy this project follow the below steps :

  pip install -r requirements.txt
  python app.py

Acknowledgements/ Inspirations

• Building Cooperative Embodied Agents Modularly with Large Language Models
• Exploring the Intersection of Large Language Models and Agent-Based Modeling via Prompt Engineering