Leverage LangChain + Chroma vector database to transform historical Runbooks, incident reports, and operations documents into a retrievable intelligent knowledge base for rapid root cause localization in on-call scenarios.
Build a large language model inference infrastructure from scratch, covering vLLM distributed deployment, GPU memory optimization strategies, and NVIDIA MIG partitioning practices.
