Fix #2688: Add operation_name parameter to AWS Bedrock embedder configuration

Co-Authored-By: Joe Moura <joao@crewai.com>

src/crewai/utilities/embedding_configurator.py

@@ -156,7 +156,7 @@ class EmbeddingConfigurator:
         )
 
         # Allow custom model_name override with backwards compatibility
-        kwargs = {"session": config.get("session")}
+        kwargs = {"session": config.get("session"), "operation_name": "InvokeModel"}
         if model_name is not None:
             kwargs["model_name"] = model_name
         return AmazonBedrockEmbeddingFunction(**kwargs)

tests/utilities/test_embedding_configurator.py

@@ -0,0 +1,21 @@
+import unittest
+from unittest.mock import patch, MagicMock
+
+from crewai.utilities.embedding_configurator import EmbeddingConfigurator
+
+
+class TestEmbeddingConfigurator(unittest.TestCase):
+    @patch("chromadb.utils.embedding_functions.amazon_bedrock_embedding_function.AmazonBedrockEmbeddingFunction")
+    def test_configure_bedrock(self, mock_bedrock_embedder):
+        """Test that the Bedrock embedder is configured correctly."""
+        config = {"session": MagicMock()}
+        model_name = "amazon.titan-embed-text-v1"
+        
+        embedder = EmbeddingConfigurator()._configure_bedrock(config, model_name)
+        
+        mock_bedrock_embedder.assert_called_once_with(
+            session=config["session"],
+            model_name=model_name,
+            operation_name="InvokeModel",
+        )
+        self.assertEqual(embedder, mock_bedrock_embedder.return_value)