feat: GenAI SDK client(memory): Add Memory Topic labels to Memory

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

@@ -17,6 +17,7 @@
 import os
 
 from tests.unit.vertexai.genai.replays import pytest_helper
+from vertexai._genai import types
 
 
 def test_create_config_lightweight(client):
@@ -54,6 +55,29 @@ def test_create_with_context_spec(client):
     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"
+    customization_config = {
+        "memory_topics": [
+            {"managed_memory_topic": {"managed_topic_enum": "USER_PREFERENCES"}}
+        ],
+        "generate_memories_examples": [
+            {
+                "conversation_source": {
+                    "events": [
+                        {"content": {"role": "user", "parts": [{"text": "Hello"}]}}
+                    ]
+                },
+                "generatedMemories": [
+                    {
+                        "fact": "I like to say hello.",
+                        "topics": [{"managed_memory_topic": "USER_PREFERENCES"}],
+                    }
+                ],
+            }
+        ],
+    }
+    memory_bank_customization_config = types.MemoryBankCustomizationConfig(
+        **customization_config
+    )
 
     agent_engine = client.agent_engines.create(
         config={
@@ -64,6 +88,7 @@ def test_create_with_context_spec(client):
                         "embedding_model": embedding_model,
                     },
                     "ttl_config": {"default_ttl": "120s"},
+                    "customization_configs": [memory_bank_customization_config],
                 },
             },
             "http_options": {"api_version": "v1beta1"},
@@ -76,6 +101,9 @@ def test_create_with_context_spec(client):
         memory_bank_config.similarity_search_config.embedding_model == embedding_model
     )
     assert memory_bank_config.ttl_config.default_ttl == "120s"
+    assert memory_bank_config.customization_configs == [
+        memory_bank_customization_config
+    ]
     # Clean up resources.
     client.agent_engines.delete(name=agent_engine.api_resource.name, force=True)
 

vertexai/_genai/memories.py

@@ -72,6 +72,11 @@ def _AgentEngineMemoryConfig_to_vertex(
             getv(from_object, ["disable_memory_revisions"]),
         )
 
+    if getv(from_object, ["topics"]) is not None:
+        setv(
+            parent_object, ["topics"], [item for item in getv(from_object, ["topics"])]
+        )
+
     return to_object
 
 
@@ -365,6 +370,11 @@ def _UpdateAgentEngineMemoryConfig_to_vertex(
             getv(from_object, ["disable_memory_revisions"]),
         )
 
+    if getv(from_object, ["topics"]) is not None:
+        setv(
+            parent_object, ["topics"], [item for item in getv(from_object, ["topics"])]
+        )
+
     if getv(from_object, ["update_mask"]) is not None:
         setv(
             parent_object, ["_query", "updateMask"], getv(from_object, ["update_mask"])

vertexai/_genai/types.py

@@ -5330,6 +5330,30 @@ class MemoryBankCustomizationConfigGenerateMemoriesExampleConversationSourceDict
 ]
 
 
+class MemoryTopicId(_common.BaseModel):
+    """The topic ID for a memory."""
+
+    custom_memory_topic_label: Optional[str] = Field(
+        default=None, description="""Optional. The custom memory topic label."""
+    )
+    managed_memory_topic: Optional[ManagedTopicEnum] = Field(
+        default=None, description="""Optional. The managed memory topic."""
+    )
+
+
+class MemoryTopicIdDict(TypedDict, total=False):
+    """The topic ID for a memory."""
+
+    custom_memory_topic_label: Optional[str]
+    """Optional. The custom memory topic label."""
+
+    managed_memory_topic: Optional[ManagedTopicEnum]
+    """Optional. The managed memory topic."""
+
+
+MemoryTopicIdOrDict = Union[MemoryTopicId, MemoryTopicIdDict]
+
+
 class MemoryBankCustomizationConfigGenerateMemoriesExampleGeneratedMemory(
     _common.BaseModel
 ):
@@ -5338,6 +5362,10 @@ class MemoryBankCustomizationConfigGenerateMemoriesExampleGeneratedMemory(
     fact: Optional[str] = Field(
         default=None, description="""Required. The fact to generate a memory from."""
     )
+    topics: Optional[list[MemoryTopicId]] = Field(
+        default=None,
+        description="""Optional. The list of topics that the memory should be associated with. For example, use `custom_memory_topic_label = "jargon"` if the extracted memory is an example of memory extraction for the custom topic `jargon`.""",
+    )
 
 
 class MemoryBankCustomizationConfigGenerateMemoriesExampleGeneratedMemoryDict(
@@ -5348,6 +5376,9 @@ class MemoryBankCustomizationConfigGenerateMemoriesExampleGeneratedMemoryDict(
     fact: Optional[str]
     """Required. The fact to generate a memory from."""
 
+    topics: Optional[list[MemoryTopicIdDict]]
+    """Optional. The list of topics that the memory should be associated with. For example, use `custom_memory_topic_label = "jargon"` if the extracted memory is an example of memory extraction for the custom topic `jargon`."""
+
 
 MemoryBankCustomizationConfigGenerateMemoriesExampleGeneratedMemoryOrDict = Union[
     MemoryBankCustomizationConfigGenerateMemoriesExampleGeneratedMemory,
@@ -6432,6 +6463,9 @@ class AgentEngineMemoryConfig(_common.BaseModel):
         default=None,
         description="""Optional. Input only. If true, no revision will be created for this request.""",
     )
+    topics: Optional[list[MemoryTopicId]] = Field(
+        default=None, description="""Optional. The topics of the memory."""
+    )
 
 
 class AgentEngineMemoryConfigDict(TypedDict, total=False):
@@ -6466,6 +6500,9 @@ class AgentEngineMemoryConfigDict(TypedDict, total=False):
     disable_memory_revisions: Optional[bool]
     """Optional. Input only. If true, no revision will be created for this request."""
 
+    topics: Optional[list[MemoryTopicIdDict]]
+    """Optional. The topics of the memory."""
+
 
 AgentEngineMemoryConfigOrDict = Union[
     AgentEngineMemoryConfig, AgentEngineMemoryConfigDict
@@ -6573,6 +6610,9 @@ class Memory(_common.BaseModel):
         default=None,
         description="""Output only. Timestamp when this Memory was most recently updated.""",
     )
+    topics: Optional[list[MemoryTopicId]] = Field(
+        default=None, description="""Optional. The Topics of the Memory."""
+    )
 
 
 class MemoryDict(TypedDict, total=False):
@@ -6614,6 +6654,9 @@ class MemoryDict(TypedDict, total=False):
     update_time: Optional[datetime.datetime]
     """Output only. Timestamp when this Memory was most recently updated."""
 
+    topics: Optional[list[MemoryTopicIdDict]]
+    """Optional. The Topics of the Memory."""
+
 
 MemoryOrDict = Union[Memory, MemoryDict]
 
@@ -6840,6 +6883,10 @@ class GenerateMemoriesRequestDirectMemoriesSourceDirectMemory(_common.BaseModel)
         default=None,
         description="""Required. The fact to consolidate with existing memories.""",
     )
+    topics: Optional[list[MemoryTopicId]] = Field(
+        default=None,
+        description="""Optional. The topics that the consolidated memories should be associated with.""",
+    )
 
 
 class GenerateMemoriesRequestDirectMemoriesSourceDirectMemoryDict(
@@ -6850,6 +6897,9 @@ class GenerateMemoriesRequestDirectMemoriesSourceDirectMemoryDict(
     fact: Optional[str]
     """Required. The fact to consolidate with existing memories."""
 
+    topics: Optional[list[MemoryTopicIdDict]]
+    """Optional. The topics that the consolidated memories should be associated with."""
+
 
 GenerateMemoriesRequestDirectMemoriesSourceDirectMemoryOrDict = Union[
     GenerateMemoriesRequestDirectMemoriesSourceDirectMemory,
@@ -7683,6 +7733,9 @@ class UpdateAgentEngineMemoryConfig(_common.BaseModel):
         default=None,
         description="""Optional. Input only. If true, no revision will be created for this request.""",
     )
+    topics: Optional[list[MemoryTopicId]] = Field(
+        default=None, description="""Optional. The topics of the memory."""
+    )
     update_mask: Optional[str] = Field(
         default=None,
         description="""The update mask to apply. For the `FieldMask` definition, see
@@ -7722,6 +7775,9 @@ class UpdateAgentEngineMemoryConfigDict(TypedDict, total=False):
     disable_memory_revisions: Optional[bool]
     """Optional. Input only. If true, no revision will be created for this request."""
 
+    topics: Optional[list[MemoryTopicIdDict]]
+    """Optional. The topics of the memory."""
+
     update_mask: Optional[str]
     """The update mask to apply. For the `FieldMask` definition, see
       https://protobuf.dev/reference/protobuf/google.protobuf/#field-mask."""