Fix : short_term_memory with bedrock - using user defined model(when …

…passed as attribute) rather than default (#1959)

* Update embedding_configurator.py

Modified  _configure_bedrock method to use user submitted model_name rather than default  amazon.titan-embed-text-v1.

Sending model_name in short_term_memory (embedder_config/config) was not working.


 # Passing model_name to use model_name provide by user than using default. Added if/else for backward compatibility

* Update embedding_configurator.py

Incorporated review comments

---------

Co-authored-by: Brandon Hancock (bhancock_ai) <109994880+bhancockio@users.noreply.github.com>

src/crewai/utilities/embedding_configurator.py

@@ -141,9 +141,11 @@ def _configure_bedrock(config, model_name):
             AmazonBedrockEmbeddingFunction,
         )
 
-        return AmazonBedrockEmbeddingFunction(
-            session=config.get("session"),
-        )
+        # Allow custom model_name override with backwards compatibility
+        kwargs = {"session": config.get("session")}
+        if model_name is not None:
+            kwargs["model_name"] = model_name
+        return AmazonBedrockEmbeddingFunction(**kwargs)
 
     @staticmethod
     def _configure_huggingface(config, model_name):