fix: Updated unit tests (#2069)

Author: AjitPadhi-Microsoft

code/tests/functional/tests/backend_api/default/test_conversation.py

@@ -131,7 +131,6 @@ def test_post_makes_correct_calls_to_openai_embeddings_to_get_vector_dimensions(
             json={
                 "input": [[1199]],
                 "model": "text-embedding-ada-002",
-                "dimensions": 1536,
                 "encoding_format": "base64",
             },
             headers={
@@ -165,7 +164,6 @@ def test_post_makes_correct_calls_to_openai_embeddings_to_embed_question_to_sear
                 "model": app_config.get_from_json(
                     "AZURE_OPENAI_EMBEDDING_MODEL_INFO", "model"
                 ),
-                "dimensions": 1536,
                 "encoding_format": "base64",
             },
             headers={
@@ -199,7 +197,6 @@ def test_post_makes_correct_calls_to_openai_embeddings_to_embed_question_to_stor
                     [3923, 374, 279, 7438, 315, 2324, 30]
                 ],  # Embedding of "What is the meaning of life?"
                 "model": "text-embedding-ada-002",  # this is hard coded in the langchain code base
-                "dimensions": 1536,
                 "encoding_format": "base64",
             },
             headers={

code/tests/functional/tests/backend_api/sk_orchestrator/test_response_without_tool_call.py

@@ -71,7 +71,6 @@ def test_post_makes_correct_call_to_openai_embeddings(
                     [3923, 374, 279, 7438, 315, 2324, 30]
                 ],  # Embedding of "What is the meaning of life?"
                 "model": "text-embedding-ada-002",
-                "dimensions": 1536,
                 "encoding_format": "base64",
             },
             headers={

code/tests/functional/tests/functions/advanced_image_processing/test_advanced_image_processing.py

@@ -220,7 +220,6 @@ def test_embeddings_generated_for_caption(
                 "model": app_config.get_from_json(
                     "AZURE_OPENAI_EMBEDDING_MODEL_INFO", "model"
                 ),
-                "dimensions": 1536,
                 "encoding_format": "base64",
             },
             headers={

code/tests/utilities/helpers/test_llm_helper.py

@@ -117,7 +117,7 @@ def test_generate_embeddings_embeds_input(azure_openai_mock):
 
     # then
     azure_openai_mock.return_value.embeddings.create.assert_called_once_with(
-        input=["some input"], model=AZURE_OPENAI_EMBEDDING_MODEL, dimensions=int(AZURE_SEARCH_DIMENSIONS)
+        input=["some input"], model=AZURE_OPENAI_EMBEDDING_MODEL
     )