This repository provides a local knowledge base solution that combines vector databases with GPT-3.5 for enhanced question-answering. Documents and answers are converted to vectors and stored in the vector database. When a user queries, the system retrieves the top-K most similar answers using vector similarity search and then uses GPT-3.5 to refine and structure the response for a smoother conversational experience.