A conversational Retriever Chain is a retrieval-centric system interacting with data stored in a VectorStore like Deep Lake. It extracts the most applicable code snippets and details for a specific user request using advanced methods like context-sensitive filtering and ranking. The conversational Retriever Chain is designed to provide high-quality, relevant outcomes while considering conversation history and context.