diff --git a/README.md b/README.md
index 63b4531..1eca369 100644
--- a/README.md
+++ b/README.md
@@ -53,8 +53,8 @@ that makes it simple to ask questions of documents and (2) a `Document` abstract
 to feed into the pipeline.
 
 ```python
->>> from docquery import document, pipeline
->>> p = pipeline('document-question-answering')
+>>> from docqa import document, pipeline
+>>> p = pipeline.get_pipeline()
 >>> doc = document.load_document("/path/to/document.pdf")
 >>> for q in ["What is the invoice number?", "What is the invoice total?"]:
 ...     print(q, p(question=q, **doc.context))