Algomate

Overview

Algomate is a powerful virtual coding assistant that supports queries and doubts in multiple programming languages. It is built by fine-tuning the LLM, CodeLlama, under the LlamA 2.0 llm framework. Algomate is deployed on a local host using HTML, CSS, and Django.

Key Features:

• Supports multiple programming languages like C/C++, Python, Java, JavaScript etc,.
• Provides instant coding assistance and answers to queries.
• Built by fine-tuning the LLM- codellama, over Llama 2.
• Deployed on a local host with a user-friendly UI using Django.

Techstack Used:

• Large Language Model: codellama (fine-tuned over LLaMA 2.0)
• Backend: Django (python)
• Frontend: HTML, CSS

Model library

Ollama supports a list of models available on ollama.com/library

Model	Parameters	Size	Download
Code Llama	7B	3.8GB	ollama run codellama

Database

• MindsDB (Connects Ollama models with nearly 200 data platforms and apps)
• chromem-go with example

Algomate UI

Steps in Detail

1. Download Ollama:

   • Go to Ollama's website.
   • Follow the instructions to download the necessary files for your operating system.

2. Clone the Repository:

   • Open your terminal or command prompt.
   • Run the following command to clone the repository:

     git clone https://github.com/yourusername/algomate.git
     cd algomate

3. Create and Activate a Virtual Environment:

   • Run the following commands to create and activate a virtual environment:

     python3 -m venv venv
     source venv/bin/activate   # On Windows use `venv\Scripts\activate`

4. Install the Dependencies:

   • Install the required Python packages using pip:

     pip install -r requirements.txt

5. Run the Server:

   • Start the Django development server:

     python manage.py runserver

6. Access the Application:

   • Open your web browser and navigate to http://localhost:8000 to use Algomate.

Following these instructions, you can set up and run the Algomate app on your local machine.

Deployment

This app is deployed using Vercel. Vercel provides a seamless experience for deploying and managing applications with ease.

Creators:

• Kaustuv Devmishra (Mechanical Engineering Dept., IIT Indore)