CodeHelper using CodeLlama

CodeHelper is a tool that generates code snippets based on natural language prompts, powered by CodeLlama. Follow the steps below to set up and run CodeHelper on your local machine.

Prerequisites

• Install and setup CodeLlama by following the instructions at Ollama Download Page.

Installation

1. Open your terminal.

2. Type the following command to verify proper installation of CodeLlama:

   ollama run codellama
   

   • Example prompt: "In Bash, how do I list all text files in the current directory (excluding subdirectories) that have been modified in the last month?"

3. Create a virtual environment for CodeHelper and activate it.

4. Install the required Python dependencies by running:

   pip install -r requirements.txt
   

Usage

1. Clone this repository into your local system.
2. Train CodeLlama by running the following command in your terminal:

   ollama create codehelper -f modelfile
   

3. Verify proper setup of CodeHelper by running:

   ollama run codehelper
   

4. Launch the CodeHelper interface by running the following command:

   python app.py
   

Now you are ready to use CodeHelper to generate code snippets based on your prompts.

Benefits of Locally Running LLM

1. Increased Privacy: Run the Language Model locally to keep your data and prompts on your machine, ensuring enhanced privacy and security.

2. Faster Response Times: With a locally hosted model, enjoy quicker code snippet generation without relying on external servers.

3. Offline Availability: Use CodeHelper without an internet connection, ideal for offline development environments.

4. Customization: Fine-tune the model locally to better suit your specific coding needs and preferences.

5. Reduced Dependency on External Services: Depend less on external services by running the Language Model locally, ensuring consistent functionality even during server downtime.