retrieval-augmented generation (RAG), Pytest, Testing, FastAPI, Python, LangChain, embeddings, API services, chunking strategies, LLM evaluations, vector databases, Packaging, LLM security, prompt engineering, LangGraph, privacy risks, type hints, CI/CD, async programming, LLM-as-judge regression testing, observability