AI Agent that utilizes RAG techniques to respond to the user queries about Gitlab's internal documentation - in this case the handbook

Pipeline for chunking, embedding and upserting handbook data to our Mongo Atlas DB for Gitlab Handbook Agent to utilize for RAG

An end-to-end, production-style Retrieval-Augmented Generation system over the GitLab Handbook with agentic actions, automated weekly Airflow updates, and MLflow-based promotion / rollback.