AI Interview Copilot is a RAG-powered interview assistant that retrieves relevant information from a personalized knowledge base and uses an LLM to generate context-aware responses to interview questions. I built the retrieval and generation pipeline to combine semantic search with prompt-based reasoning, allowing responses to stay grounded in relevant source content rather than relying only on the model’s general knowledge.