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Next Level Smart Home: Your Complex Appliance Assistant
Project Type
RAG QA
Date
June 2023
Role
AI Engineer
Contributions
Complete end-to-end development
Technical Highlights
Speedy document processing, custom prompting, lightweight footprint
Earlier this year, I set out to build a consumer facing application using the latest in LLM technology and document QA. By loading my home's large, cumbersome user manuals into a vector database and providing some creative prompting, I was able to develop a solution that can simplify your life by providing an innovative solution for those pesky appliance manuals.
The result is a QA bot that eliminates the need for you to read through hundreds of pages to figure out how to fix or operate your home appliances. Changing the light bulb on your microwave or learning about the features of your new car has never been easier.