
Build Your Talking Voice AI Assistant Locally: Memory-Retaining Chatbot with Streamlit UI, LangChain, and Ollama Llama Models
Step-by-Step Guide to Developing Your Own Voice AI with Context Memory and Real-Time Chat, Powered by Llama3.1 & Llama3.2 Models 👨🏾💻 GitHub ⭐️ | 👔 LinkedIn | 📝 Medium | ☕️ Ko-fi The concept of a voice-based personal assistant has grown beyond being a novelty — it has become a practical, hands-free solution for busy professionals, remote teams, and tech enthusiasts alike….