This repository is a hands-on implementation of Generative AI: LangChain Models, Build, and Explore LLM-Powered Projects. It showcases the core fundamentals of LangChain, OpenAI/Gemini integrations, and Hugging Face models.
This project serves as a foundation for building applications with Large Language Models (LLMs)
git clone https://github.com/your-username/langchain-ai-apps.git
cd project_path
python -m venv venv
source venv/bin/activate # Linux/Mac
venv\Scripts\activate # Windows
pip install -r requirements.txt
Create a .env
file with your keys:
OPENAI_API_KEY=your_openai_key
ANTHROPIC_API_KEY=your_claude_key
GOOGLE_API_KEY=your_google_key
HUGGINGFACEHUB_API_TOKEN=your_huggingface_key
Or use os.environ
in the notebooks.