Building a Local Voice Assistant Like Alexa Using LLMs and Python

Learn to build a local version of Alexa in this 12-minute hands-on coding tutorial that demonstrates how to create a voice-interactive computer application using less than 100 lines of code. Explore the integration of multiple AI technologies including Streamlit, LangChain, Ollamma, Llama 3, and OpenAI's Whisper model to enable voice communication with your laptop. Follow along with the step-by-step code walkthrough covering component overview, Ollama setup, requirements configuration, UI development in app.py, and core AI functionality implementation in ai.py. Access the complete source code through the provided GitHub repository to create your own local voice assistant application.