diff --git a/docs/use_cases/q_and_a/rag_cli.md b/docs/use_cases/q_and_a/rag_cli.md
index 040eb93166ef6..06da5db3aaa3f 100644
--- a/docs/use_cases/q_and_a/rag_cli.md
+++ b/docs/use_cases/q_and_a/rag_cli.md
@@ -112,6 +112,8 @@ import os
 from llama_index.core.ingestion import IngestionPipeline, IngestionCache
 from llama_index.core.query_pipeline import QueryPipeline
 from llama_index.core.storage.docstore import SimpleDocumentStore
+from llama_index.cli.rag import RagCLI
+
 
 # optional, set any API keys your script may need (perhaps using python-dotenv library instead)
 os.environ["OPENAI_API_KEY"] = "sk-xxx"