The primary VectorStore MongoDBAtlasVectorSearch looks for and automatically creates a vector search index. By extension, so does the VectorSearch*Retriever* via the .as_retriever method. The FullText and Hybrid SearchRetrievers, however, require one to manually set up the full text search index.

This may matter more now that we've introduced the $rankFusion operator.