diff --git a/gemini/sample-apps/finance-advisor-spanner/README.md b/gemini/sample-apps/finance-advisor-spanner/README.md
index a5fdd15f2b7..fec9aaf3e94 100644
--- a/gemini/sample-apps/finance-advisor-spanner/README.md
+++ b/gemini/sample-apps/finance-advisor-spanner/README.md
@@ -73,7 +73,7 @@ The Finvest Spanner demo application was built using:
 
    ```sql
    ALTER MODEL EmbeddingsModel SET OPTIONS (
-      endpoint = '//aiplatform.googleapis.com/projects/'YOUR PROJECT ID HERE'/locations/'YOUR SPANNER INSTANCE LOCATION HERE'/publishers/google/models/text-embedding-003'
+      endpoint = '//aiplatform.googleapis.com/projects/'YOUR PROJECT ID HERE'/locations/'YOUR SPANNER INSTANCE LOCATION HERE'/publishers/google/models/textembedding-gecko@003'
       )
       ;
    ```
diff --git a/gemini/sample-apps/finance-advisor-spanner/Schema-Operations.sql b/gemini/sample-apps/finance-advisor-spanner/Schema-Operations.sql
index 4c51aec2497..3d648eb9a18 100644
--- a/gemini/sample-apps/finance-advisor-spanner/Schema-Operations.sql
+++ b/gemini/sample-apps/finance-advisor-spanner/Schema-Operations.sql
@@ -1,6 +1,6 @@
 
 ALTER MODEL EmbeddingsModel SET OPTIONS (
-endpoint = '//aiplatform.googleapis.com/projects/<project-name>/locations/<location>/publishers/google/models/text-embedding-003'
+endpoint = '//aiplatform.googleapis.com/projects/<project-name>/locations/<location>/publishers/google/models/textembedding-gecko@003'
 )
 ;
 ALTER TABLE EU_MutualFunds ADD COLUMN  fund_name_Tokens TOKENLIST AS (TOKENIZE_FULLTEXT(fund_name)) HIDDEN;