The ChatGPT Retrieval Plugin is a standalone backend for semantic search and retrieval of personal or organizational documents. It stores document embeddings in various vector database providers and queries them using natural language. The repository includes datastore logic for embedding storage and retrieval, documentation for multiple vector database providers, and a local server implementation.