docs: fix dataplex tool names in reference (#2366)

## Description

> Should include a concise description of the changes (bug or feature),
it's
> impact, along with a summary of the solution

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[CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md)
- [ ] Make sure to open an issue as a

[bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose)
  before writing your code! That way we can discuss the change, evaluate
  designs, and agree on the general idea
- [ ] Ensure the tests and linter pass
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🛠️ Fixes #<issue_number_goes_here>

docs/en/reference/prebuilt-tools.md

@@ -414,10 +414,10 @@ See [Usage Examples](../reference/cli.md#examples).
         entries.
     *   **Dataplex Editor** (`roles/dataplex.editor`) to modify entries.
 *   **Tools:**
-    *   `dataplex_search_entries`: Searches for entries in Dataplex Catalog.
-    *   `dataplex_lookup_entry`: Retrieves a specific entry from Dataplex
+    *   `search_entries`: Searches for entries in Dataplex Catalog.
+    *   `lookup_entry`: Retrieves a specific entry from Dataplex
         Catalog.
-    *   `dataplex_search_aspect_types`: Finds aspect types relevant to the
+    *   `search_aspect_types`: Finds aspect types relevant to the
         query.
 
 ## Firestore

tests/common.go

@@ -614,8 +614,6 @@ func GetMySQLWants() (string, string, string, string) {
 // SetupPostgresSQLTable creates and inserts data into a table of tool
 // compatible with postgres-sql tool
 func SetupPostgresSQLTable(t *testing.T, ctx context.Context, pool *pgxpool.Pool, createStatement, insertStatement, tableName string, params []any) func(*testing.T) {
-
-	
 	err := pool.Ping(ctx)
 	if err != nil {
 		t.Fatalf("unable to connect to test database: %s", err)
@@ -623,10 +621,9 @@ func SetupPostgresSQLTable(t *testing.T, ctx context.Context, pool *pgxpool.Pool
 
 	// Create table
 	_, err = pool.Query(ctx, createStatement)
-	// if err != nil {
-	// 	t.Fatalf("unable to create test table %s: %s", tableName, err)
-	// }
-	t.Fatalf("unable to create test table %s: %s", tableName, err)
+	if err != nil {
+		t.Fatalf("unable to create test table %s: %s", tableName, err)
+	}
 
 	// Insert test data
 	_, err = pool.Query(ctx, insertStatement, params...)

tests/postgres/postgres_integration_test.go

@@ -92,18 +92,15 @@ func TestPostgres(t *testing.T) {
 	if err != nil {
 		t.Fatalf("unable to create postgres connection pool: %s", err)
 	}
-	
+
 	// cleanup test environment
-	// tests.CleanupPostgresTables(t, ctx, pool)
-	t.Cleanup(func() {
-		tests.CleanupPostgresTables(t, context.Background(), pool)
-	})
-	
+	tests.CleanupPostgresTables(t, ctx, pool)
+
 	// create table name with UUID
 	tableNameParam := "param_table_" + strings.ReplaceAll(uuid.New().String(), "-", "")
 	tableNameAuth := "auth_table_" + strings.ReplaceAll(uuid.New().String(), "-", "")
 	tableNameTemplateParam := "template_param_table_" + strings.ReplaceAll(uuid.New().String(), "-", "")
-	
+
 	// set up data for param tool
 	createParamTableStmt, insertParamTableStmt, paramToolStmt, idParamToolStmt, nameParamToolStmt, arrayToolStmt, paramTestParams := tests.GetPostgresSQLParamToolInfo(tableNameParam)
 	teardownTable1 := tests.SetupPostgresSQLTable(t, ctx, pool, createParamTableStmt, insertParamTableStmt, tableNameParam, paramTestParams)