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awesome-llm-apps/ai_agent_tutorials/ai_coding_agent_o3-mini
2025-02-13 09:39:26 +05:30
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2025-02-13 09:39:26 +05:30

💻 Multimodal AI Coding Agent Team with o3-mini and Gemini

An AI Powered Streamlit application that serves as your personal coding assistant, powered by multiple Agents built on the new o3-mini model. You can also upload an image of a coding problem or describe it in text, and the AI agent will analyze, generate an optimal solution, and execute it in a sandbox environment.

Features

Multi-Modal Problem Input

  • Upload images of coding problems (supports PNG, JPG, JPEG)
  • Type problems in natural language
  • Automatic problem extraction from images
  • Interactive problem processing

Intelligent Code Generation

  • Optimal solution generation with best time/space complexity
  • Clean, documented Python code output
  • Type hints and proper documentation
  • Edge case handling

Secure Code Execution

  • Sandboxed code execution environment
  • Real-time execution results
  • Error handling and explanations
  • 30-second execution timeout protection

Multi-Agent Architecture

  • Vision Agent (Gemini-2.0-flash) for image processing
  • Coding Agent (OpenAI- o3-mini) for solution generation
  • Execution Agent (OpenAI) for code running and result analysis
  • E2B Sandbox for secure code execution

How to Run

Follow the steps below to set up and run the application:

  1. Clone the Repository

    git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git
    cd ai_agent_tutorials/ai_coding_agent_o3-mini
    
  2. Install the dependencies

    pip install -r requirements.txt
    
  3. Run the Streamlit app

    streamlit run ai_coding_agent_o3.py
    
  4. Configure API Keys

    • Enter your API keys in the sidebar
    • All three keys (OpenAI, Gemini, E2B) are required for full functionality

Usage

  1. Upload an image of a coding problem OR type your problem description
  2. Click "Generate & Execute Solution"
  3. View the generated solution with full documentation
  4. See execution results and any generated files
  5. Review any error messages or execution timeouts