diff --git a/autonomous_rag/README.md b/autonomous_rag/README.md
index ff26667..e2c133b 100644
--- a/autonomous_rag/README.md
+++ b/autonomous_rag/README.md
@@ -23,7 +23,7 @@ pip install -r requirements.txt
 ```
 
 3. Ensure PgVector Database is running:
-The app expects PgVector to be running on [localhost:6333](http://localhost:5532/). Adjust the configuration in the code if your setup is different.
+The app expects PgVector to be running on [localhost:5532](http://localhost:5532/). Adjust the configuration in the code if your setup is different.
 
 ```bash
 docker run -d \