feat: GenAI SDK client - Add support for context specs when creating agent engine instances

tests/unit/vertexai/genai/replays/test_create_agent_engine.py

@@ -38,6 +38,34 @@ def test_create_config_lightweight(client):
     }
 
 
+def test_create_with_context_spec(client):
+    project = "test-project"
+    location = "us-central1"
+    parent = f"projects/{project}/locations/{location}"
+    generation_model = f"{parent}/publishers/google/models/gemini-2.0-flash-001"
+    embedding_model = f"{parent}/publishers/google/models/text-embedding-005"
+
+    agent_engine = client.agent_engines.create(
+        config={
+            "context_spec": {
+                "memory_bank_config": {
+                    "generation_config": {"model": generation_model},
+                    "similarity_search_config": {
+                        "embedding_model": embedding_model,
+                    },
+                },
+            },
+            "http_options": {"api_version": "v1beta1"},
+        },
+    )
+    agent_engine = client.agent_engines.get(name=agent_engine.api_resource.name)
+    memory_bank_config = agent_engine.api_resource.context_spec.memory_bank_config
+    assert memory_bank_config.generation_config.model == generation_model
+    assert (
+        memory_bank_config.similarity_search_config.embedding_model == embedding_model
+    )
+
+
 pytestmark = pytest_helper.setup(
     file=__file__,
     globals_for_file=globals(),

tests/unit/vertexai/genai/test_agent_engines.py

@@ -1110,6 +1110,7 @@ def test_create_agent_engine_with_env_vars_dict(
                 gcs_dir_name=None,
                 extra_packages=[_TEST_AGENT_ENGINE_EXTRA_PACKAGE_PATH],
                 env_vars=_TEST_AGENT_ENGINE_ENV_VARS_INPUT,
+                context_spec=None,
             )
             request_mock.assert_called_with(
                 "post",

vertexai/_genai/agent_engines.py

@@ -63,6 +63,21 @@ def _ReasoningEngineSpec_to_vertex(
     return to_object
 
 
+def _ReasoningEngineContextSpec_to_vertex(
+    from_object: Union[dict[str, Any], object],
+    parent_object: Optional[dict[str, Any]] = None,
+) -> dict[str, Any]:
+    to_object: dict[str, Any] = {}
+    if getv(from_object, ["memory_bank_config"]) is not None:
+        setv(
+            to_object,
+            ["memoryBankConfig"],
+            getv(from_object, ["memory_bank_config"]),
+        )
+
+    return to_object
+
+
 def _CreateAgentEngineConfig_to_vertex(
     from_object: Union[dict[str, Any], object],
     parent_object: Optional[dict[str, Any]] = None,
@@ -82,6 +97,15 @@ def _CreateAgentEngineConfig_to_vertex(
             _ReasoningEngineSpec_to_vertex(getv(from_object, ["spec"]), to_object),
         )
 
+    if getv(from_object, ["context_spec"]) is not None:
+        setv(
+            parent_object,
+            ["contextSpec"],
+            _ReasoningEngineContextSpec_to_vertex(
+                getv(from_object, ["context_spec"]), to_object
+            ),
+        )
+
     return to_object
 
 
@@ -550,6 +574,15 @@ def _UpdateAgentEngineConfig_to_vertex(
             _ReasoningEngineSpec_to_vertex(getv(from_object, ["spec"]), to_object),
         )
 
+    if getv(from_object, ["context_spec"]) is not None:
+        setv(
+            parent_object,
+            ["contextSpec"],
+            _ReasoningEngineContextSpec_to_vertex(
+                getv(from_object, ["context_spec"]), to_object
+            ),
+        )
+
     if getv(from_object, ["update_mask"]) is not None:
         setv(
             parent_object,
@@ -1976,6 +2009,10 @@ def create(
                 "config must be a dict or AgentEngineConfig, but got"
                 f" {type(config)}."
             )
+        context_spec = config.context_spec
+        if context_spec is not None:
+            # Conversion to a dict for _create_config
+            context_spec = context_spec.model_dump()
         api_config = self._create_config(
             mode="create",
             agent_engine=agent_engine,
@@ -1986,6 +2023,7 @@ def create(
             gcs_dir_name=config.gcs_dir_name,
             extra_packages=config.extra_packages,
             env_vars=config.env_vars,
+            context_spec=context_spec,
         )
         operation = self._create(config=api_config)
         # TODO: Use a more specific link.
@@ -2029,6 +2067,7 @@ def _create_config(
         gcs_dir_name: Optional[str] = None,
         extra_packages: Optional[Sequence[str]] = None,
         env_vars: Optional[dict[str, Union[str, Any]]] = None,
+        context_spec: Optional[dict[str, Any]] = None,
     ):
         import sys
         from vertexai.agent_engines import _agent_engines
@@ -2049,6 +2088,8 @@ def _create_config(
         if description is not None:
             update_masks.append("description")
             config["description"] = description
+        if context_spec is not None:
+            config["context_spec"] = context_spec
         if agent_engine is not None:
             sys_version = f"{sys.version_info.major}.{sys.version_info.minor}"
             gcs_dir_name = gcs_dir_name or _agent_engines._DEFAULT_GCS_DIR_NAME
@@ -2307,6 +2348,10 @@ def update(
                 "config must be a dict or AgentEngineConfig, but got"
                 f" {type(config)}."
             )
+        context_spec = config.context_spec
+        if context_spec is not None:
+            # Conversion to a dict for _create_config
+            context_spec = context_spec.model_dump()
         api_config = self._create_config(
             mode="update",
             agent_engine=agent_engine,
@@ -2317,6 +2362,7 @@ def update(
             gcs_dir_name=config.gcs_dir_name,
             extra_packages=config.extra_packages,
             env_vars=config.env_vars,
+            context_spec=context_spec,
         )
         operation = self._update(name=name, config=api_config)
         logger.info(