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AI Product Expert Certification - Master Generative AI Skills
Overview
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Learn to build a private, offline AI assistant using DeepSeek-R1 and Ollama in this 19-minute tutorial. Master the process of creating a local chatbot that securely processes sensitive documents without relying on cloud services. Follow along to implement a complete system that reads and analyzes PDF, TXT, and markdown files, featuring a Streamlit-based user interface for seamless interaction. Discover essential components including project configuration, file handling, chat history management, and prompt engineering. Gain hands-on experience with local Large Language Models while maintaining data privacy and security. Perfect for developers interested in implementing AI solutions with complete data control and privacy considerations.
Syllabus
- Demo
- Welcome
- Model on Ollama
- Project structure and config
- Read local files
- Chatbot Ollama, prompts and chat history
- App UI with Streamlit
- Run the app
- Local files preview
- Test the app chat with the files
- Live "AI Engineering" Boot Camp on MLExpert.io
- Conclusion
Taught by
Venelin Valkov