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Campbell Chat

This is an experiment on how to build applications using local models using Streamlit and Ollama

This is my attempt to a barebones ChatGPT clone. This uses Ollama and Llama3 but it should technically work with any model and OpenAI-compatible API.

Prerequisites

  1. Install ollama in your machine and start it
  2. Pull the llama3 model (ollama pull llama3)
  3. Python 3

How to Use

  1. At the root of this repo, create a folder called .streamlit and inside it create file called secrets.toml with the following content (you can change the values if you want to use a different model or the OpenAI service)

     OPENAI_API_KEY = "ollama"
     OLLAMA_BASE_URL= "http://localhost:11434/v1"
     OLLAMA_MODEL ="llama3"
    
  2. Crete a virtual environment, activate it, and install the dependencies

     python3 -m venv venv
     source venv/bin/activate
     pip install -r requirements.txt
    
  3. Start the streamlit service

     streamlit run hello.py
    
  4. Go to http://localhost:8501/ and start chatting!

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