langchain-gemma-ollama-chainlit

Simple Chat UI using Gemma model via Ollama, LangChain and Chainlit

Open Source in Action 🚀

• Gemma as Large Language model via Ollama
• LangChain as a Framework for LLM
• LangSmith for developing, collaborating, testing, deploying, and monitoring LLM applications.
• Chainlit for deploying.

System Requirements

You must have Python 3.10 or later installed. Earlier versions of python may not compile.

Steps to Replicate

1. Fork this repository and create a codespace in GitHub as I showed you in the youtube video OR Clone it locally.

   git clone https://github.com/sudarshan-koirala/langchain-gemma-ollama-chainlit.git
   cd langchain-gemma-ollama-chainlit
   

2. Create a virtualenv and activate it

   python3 -m venv .venv && source .venv/bin/activate
   

3. OPTIONAL - Rename example.env to .env with cp example.env .envand input the environment variables from LangSmith. You need to create an account in LangSmith website if you haven't already.

   LANGCHAIN_TRACING_V2=true
   LANGCHAIN_ENDPOINT="https://api.smith.langchain.com"
   LANGCHAIN_API_KEY="your-api-key"
   LANGCHAIN_PROJECT="your-project"
   

4. Run the following command in the terminal to install necessary python packages:

   pip install -r requirements.txt
   

5. Run the following command in your terminal to start the chat UI:

   chainlit run langchain_gemma_ollama.py
   

Disclaimer

This is test project and is presented in my youtube video to learn new stuffs using the available open source projects and model. It is not meant to be used in production as it's not production ready. You can modify the code and use for your usecases ✌️