My Python App

This is a simple Python application built with:

• Python 3.11 Install python
• Conda How to download Ananaconda
• CUDA 11.8 Download Cuda kit
• Ollama Download Ollama

Installation

To install the required dependencies, it's recommended to create a new Conda environment:

conda create -p venv python==3.11 -y
conda activate venv/

Install other dependencies

pip install -r requirements.txt

I have used a custom LLM from Gemma-7b-it-GGUF

Invoke-WebRequest -Uri "https://huggingface.co/mlabonne/gemma-7b-it-GGUF/resolve/main/gemma-7b-it.Q5_K_M.gguf" -OutFile "./model/llm/gemma-7b-it.Q5_K_M.gguf"

Pre-Requisites

1. Use the Modelfile.txt to add into Ollama list of models.
2. Run the following commands in the terminal.

   ollama create gemma-updated -f ./models/modelfile.txt
   

Run Apps

1. For FastAPI

   python main.py
   

2. Using Chainlit

   1. For ConversationalChain

      chainlit run app.py
   

   2. For LCEL

     chainlit run test-app.py