I built a RAG pipeline from scratch, and one wrong answer made me dive even deeper into AI Engineering

A backend engineer embarked on AI Engineering by building a RAG pipeline from scratch using Python, Gemini API, and ChromaDB. A "chunking bug" during this process provided crucial insights into embeddings and vector search, deepening their understanding of the fundamentals.