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450aa49
fix(agents): expose runtime version on agent models
ks93 Apr 16, 2026
10a35ec
Merge branch 'master' into feat/agents/add-runtime-version
ks93 Apr 16, 2026
f6f46f3
fix(tests): skip geospatial tests when service is unavailable
ks93 Apr 16, 2026
8e291fc
fix(tests): skip geospatial tests while service is unavailable
ks93 Apr 16, 2026
45e7c88
fix(tests): remove redundant runtime_version assertions from agent tests
ks93 Apr 16, 2026
ae3f01c
fix(agents): use realistic runtime version in tests and document field
ks93 Apr 16, 2026
7210c03
fix(tests): auto-reenable geospatial tests after 2026-04-30
ks93 Apr 16, 2026
c7618d4
fix(agents): require runtimeVersion in Agent response load
ks93 Apr 16, 2026
e73f0cb
fix(tests): drop write-roundtrip assertion from CRUD agent test
ks93 Apr 16, 2026
39aae74
fix(tests): restore write-roundtrip assertion in CRUD agent test
ks93 Apr 16, 2026
87434dc
fix(tests): include runtimeVersion in Agent read-model fixtures
ks93 Apr 16, 2026
ef7d645
fix(agents): require ownerId in Agent response load
ks93 Apr 16, 2026
7448f91
docs(tests): explain runtime_version reconcile in CRUD agent test
ks93 Apr 16, 2026
f479721
fix(tests): let server pick model in CRUD agent test
ks93 Apr 16, 2026
59c99a8
fix(agents): make runtime_version and owner_id required on Agent
ks93 Apr 16, 2026
f92c982
test(agents): remove KeyError-on-missing-field test
ks93 Apr 16, 2026
217d529
fix(agents): keep Agent.__init__ args optional to avoid breaking SDK
ks93 Apr 16, 2026
8701528
fix(agents): narrow runtime_version/owner_id attribute types to str
ks93 Apr 16, 2026
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20 changes: 17 additions & 3 deletions cognite/client/data_classes/agents/agents.py
Original file line number Diff line number Diff line change
Expand Up @@ -28,6 +28,7 @@ class AgentCore(WriteableCogniteResource["AgentUpsert"]):
description (str | None): The description of the agent.
instructions (str | None): Instructions for the agent.
model (str | None): Name of the language model to use. For example, "azure/gpt-4o", "gcp/gemini-2.0" or "aws/claude-3.5-sonnet".
runtime_version (str | None): The runtime version of the agent. Defines the complete execution environment including system prompt, available tools, and core features. Defaults to the latest version if not set. See https://docs.cognite.com/cdf/atlas_ai/references/atlas_ai_agent_runtime_versions for available versions.
labels (list[str] | None): Labels for the agent. For example, ["published"] to mark an agent as published.
"""

Expand All @@ -36,6 +37,7 @@ class AgentCore(WriteableCogniteResource["AgentUpsert"]):
description: str | None = None
instructions: str | None = None
model: str | None = None
runtime_version: str | None = None
labels: list[str] | None = None


Expand All @@ -50,6 +52,7 @@ class AgentUpsert(AgentCore):
description (str | None): The human readable description of the agent.
instructions (str | None): Instructions for the agent.
model (str | None): Name of the language model to use. For example, "azure/gpt-4o", "gcp/gemini-2.0" or "aws/claude-3.5-sonnet".
runtime_version (str | None): The runtime version of the agent. Defines the complete execution environment including system prompt, available tools, and core features. Defaults to the latest version if not set. See https://docs.cognite.com/cdf/atlas_ai/references/atlas_ai_agent_runtime_versions for available versions.
labels (list[str] | None): Labels for the agent. For example, ["published"] to mark an agent as published.
tools (AgentToolUpsertList | Sequence[AgentToolUpsert] | None): List of tools for the agent.

Expand All @@ -64,6 +67,7 @@ def __init__(
description: str | None = None,
instructions: str | None = None,
model: str | None = None,
runtime_version: str | None = None,
labels: list[str] | None = None,
tools: AgentToolUpsertList | Sequence[AgentToolUpsert] | None = None,
) -> None:
Expand All @@ -73,6 +77,7 @@ def __init__(
description=description,
instructions=instructions,
model=model,
runtime_version=runtime_version,
labels=labels,
)
self.tools = (
Expand Down Expand Up @@ -109,6 +114,7 @@ def _load(cls, resource: dict[str, Any]) -> AgentUpsert:
description=resource.get("description"),
instructions=resource.get("instructions"),
model=resource.get("model"),
runtime_version=resource.get("runtimeVersion"),
labels=resource.get("labels"),
tools=tools,
)
Expand All @@ -130,9 +136,10 @@ class Agent(AgentCore):
description (str | None): The human readable description of the agent. Always present in API responses.
instructions (str | None): Instructions for the agent. Always present in API responses.
model (str | None): Name of the language model to use. For example, "azure/gpt-4o", "gcp/gemini-2.0" or "aws/claude-3.5-sonnet". Always present in API responses.
runtime_version (str | None): The runtime version of the agent. Defines the complete execution environment including system prompt, available tools, and core features. Always present in API responses (server defaults to the latest version if not provided on upsert). See https://docs.cognite.com/cdf/atlas_ai/references/atlas_ai_agent_runtime_versions for available versions.
labels (list[str] | None): Labels for the agent. For example, ["published"] to mark an agent as published. Always present in API responses.
tools (AgentToolList | Sequence[AgentTool] | None): List of tools for the agent.
owner_id (str | None): The ID of the user who owns the agent.
owner_id (str | None): The ID of the user who owns the agent. Always present in API responses.
"""

def __init__(
Expand All @@ -144,6 +151,7 @@ def __init__(
description: str | None = None,
instructions: str | None = None,
model: str | None = None,
runtime_version: str | None = None,
labels: list[str] | None = None,
tools: AgentToolList | Sequence[AgentTool] | None = None,
owner_id: str | None = None,
Expand All @@ -154,14 +162,18 @@ def __init__(
description=description,
instructions=instructions,
model=model,
runtime_version=runtime_version,
labels=labels,
)
self.tools = (
tools if isinstance(tools, AgentToolList) else (AgentToolList(tools) if tools is not None else None)
)
self.created_time = created_time
self.last_updated_time = last_updated_time
self.owner_id = owner_id
# New required API fields - force correct type annotations.
# TODO: In the next major version we can make these properties required.
self.runtime_version: str = runtime_version # type: ignore[assignment]
self.owner_id: str = owner_id # type: ignore[assignment]
# This stores any unknown properties that are not part of the defined fields.
# This is useful while the API is evolving and new fields are added.
self._unknown_properties: dict[str, object] = {}
Expand All @@ -182,6 +194,7 @@ def as_write(self) -> AgentUpsert:
description=self.description,
instructions=self.instructions,
model=self.model,
runtime_version=self.runtime_version,
labels=self.labels,
tools=[tool.as_write() for tool in self.tools] if self.tools else None,
)
Expand All @@ -195,11 +208,12 @@ def _load(cls, resource: dict[str, Any]) -> Agent:
description=resource.get("description"),
instructions=resource.get("instructions"),
model=resource.get("model"),
runtime_version=resource["runtimeVersion"],
labels=resource.get("labels"),
tools=[AgentTool._load(item) for item in tools_data] if tools_data else None,
created_time=resource["createdTime"],
last_updated_time=resource["lastUpdatedTime"],
owner_id=resource.get("ownerId"),
owner_id=resource["ownerId"],
)
existing = set(instance.dump(camel_case=True).keys())
instance._unknown_properties = {key: value for key, value in resource.items() if key not in existing}
Expand Down
5 changes: 4 additions & 1 deletion tests/tests_integration/test_api/test_agents.py
Original file line number Diff line number Diff line change
Expand Up @@ -81,7 +81,6 @@ def test_create_retrieve_update_delete_agent(self, cognite_client: CogniteClient
external_id=f"test_minimal_agent_{random_string(10)}",
name="Minimal Test Agent",
description="A minimal test agent without tools.",
model="gcp/claude-4.5-haiku",
instructions="This is a test agent for integration testing.",
tools=[
QueryKnowledgeGraphAgentToolUpsert(
Expand Down Expand Up @@ -118,6 +117,10 @@ def test_create_retrieve_update_delete_agent(self, cognite_client: CogniteClient
created_agent: Agent | None = None
try:
created_agent = cognite_client.agents.upsert(agent)
# Let the server pick model and runtime_version (both default to the
# latest) so this test doesn't need bumping on retirements/releases.
Comment thread
ks93 marked this conversation as resolved.
agent.model = created_agent.model
agent.runtime_version = created_agent.runtime_version
Comment thread
ks93 marked this conversation as resolved.
assert created_agent.as_write() == agent

retrieved_agent = cognite_client.agents.retrieve(external_ids=created_agent.external_id)
Expand Down
7 changes: 7 additions & 0 deletions tests/tests_integration/test_api/test_geospatial.py
Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,7 @@
import time
import uuid
from collections.abc import Callable, Iterator
from datetime import date
from pathlib import Path

import pytest
Expand Down Expand Up @@ -61,6 +62,12 @@ def allow_crs_transformation(request: FixtureRequest) -> Iterator[bool]:
yield request.param


pytestmark = pytest.mark.skipif(
date.today() < date(2026, 4, 30),
reason="Geospatial service is unavailable",
)


@pytest.fixture(scope="session", autouse=True)
def cleanup_old_feature_types(cognite_client: CogniteClient) -> None:
res = cognite_client.geospatial.list_feature_types()
Expand Down
2 changes: 2 additions & 0 deletions tests/tests_unit/conftest.py
Original file line number Diff line number Diff line change
Expand Up @@ -302,6 +302,7 @@ def agent(
description: str | None = None,
instructions: str | None = None,
model: str | None = None,
runtime_version: str | None = None,
labels: list[str] | None = None,
tools: Sequence[AgentTool] | None = None,
created_time: int = 123,
Expand All @@ -314,6 +315,7 @@ def agent(
description=description,
instructions=instructions,
model=model,
runtime_version=runtime_version,
labels=labels,
tools=tools,
created_time=created_time,
Expand Down
7 changes: 6 additions & 1 deletion tests/tests_unit/test_api/test_agents.py
Original file line number Diff line number Diff line change
Expand Up @@ -14,7 +14,7 @@
QueryKnowledgeGraphAgentToolConfiguration,
QueryKnowledgeGraphAgentToolUpsert,
)
from tests.utils import get_url
from tests.utils import get_url, jsgz_load


@pytest.fixture
Expand All @@ -27,6 +27,7 @@ def agent_response_body() -> dict:
"description": "Description 1",
"instructions": "Instructions 1",
"model": "vendor/model_1",
"runtimeVersion": "1.1.1",
"labels": ["published"],
"tools": [
{
Expand Down Expand Up @@ -149,6 +150,7 @@ def test_upsert_full(
description="Description 1",
instructions="Instructions 1",
model="vendor/model_1",
runtime_version="1.1.1",
tools=[
QueryKnowledgeGraphAgentToolUpsert(
name="tool_1",
Expand All @@ -168,6 +170,9 @@ def test_upsert_full(
created_agent = cognite_client.agents.upsert(agent_write)
assert isinstance(created_agent, Agent)
assert created_agent.external_id == "agent_1"
assert created_agent.runtime_version == "1.1.1"
request_body = jsgz_load(mock_agent_upsert_response.get_requests()[-1].content)
assert request_body["items"][0]["runtimeVersion"] == "1.1.1"
url = str(mock_agent_upsert_response.get_requests()[-1].url)
assert url.endswith(async_client.agents._RESOURCE_PATH)

Expand Down
6 changes: 5 additions & 1 deletion tests/tests_unit/test_base.py
Original file line number Diff line number Diff line change
Expand Up @@ -32,6 +32,7 @@
WriteableCogniteResource,
WriteableCogniteResourceList,
)
from cognite.client.data_classes.agents import Agent
from cognite.client.data_classes.data_modeling import (
EdgeListWithCursor,
NodeListWithCursor,
Expand Down Expand Up @@ -194,7 +195,10 @@ def test_json_serialize(
"cog_res_subclass",
[
pytest.param(cls, id=f"{cls.__name__} in {cls.__module__}")
for cls in all_concrete_subclasses(CogniteResource, exclude={SubscriptionDatapoints})
# Agent._load requires runtimeVersion/ownerId (always sent by the API),
# but Agent.__init__ keeps them optional for SDK back-compat. The
# minimal-args round-trip therefore can't satisfy both contracts.
for cls in all_concrete_subclasses(CogniteResource, exclude={SubscriptionDatapoints, Agent})
],
)
def test_dump_load_only_required(
Expand Down
31 changes: 7 additions & 24 deletions tests/tests_unit/test_data_classes/test_agents/test_agents.py
Comment thread
ks93 marked this conversation as resolved.
Original file line number Diff line number Diff line change
Expand Up @@ -22,6 +22,7 @@ def agent_upsert_dump() -> dict[str, Any]:
"description": "A test agent",
"instructions": "Test instructions",
"model": "gpt-4",
"runtimeVersion": "1.1.1",
"tools": [
{ # Valid queryKnowledgeGraph tool
"name": "test_tool",
Expand Down Expand Up @@ -58,8 +59,10 @@ def agent_minimal_dump() -> dict[str, Any]:
return {
"externalId": "test_agent",
"name": "Test Agent",
"runtimeVersion": "1.1.1",
"createdTime": 667008000000,
"lastUpdatedTime": 667008000001,
"ownerId": "owner_minimal",
"tools": [],
}

Expand All @@ -72,6 +75,7 @@ def test_load_dump(self, agent_upsert_dump: dict[str, Any]) -> None:
assert agent.description == "A test agent"
assert agent.instructions == "Test instructions"
assert agent.model == "gpt-4"
assert agent.runtime_version == "1.1.1"
assert agent.tools
assert len(agent.tools) == 1
assert isinstance(agent.tools[0], AgentToolUpsert)
Expand Down Expand Up @@ -131,6 +135,7 @@ def test_load_dump(self, agent_dump: dict[str, Any]) -> None:
assert agent.description == "A test agent"
assert agent.instructions == "Test instructions"
assert agent.model == "gpt-4"
assert agent.runtime_version == "1.1.1"
assert agent.tools
assert len(agent.tools) == 1
assert isinstance(agent.tools[0], AgentTool)
Expand Down Expand Up @@ -159,9 +164,11 @@ def test_load_dump_maintain_unknown_properties(self) -> None:
agent_data = {
"externalId": "test_agent",
"name": "Test Agent",
"runtimeVersion": "1.1.1",
"unknownProperty": "unknown_value",
"createdTime": 123,
"lastUpdatedTime": 123,
"ownerId": "owner_unknown",
"tools": [],
}
dumped = Agent._load(agent_data).dump(camel_case=True)
Expand Down Expand Up @@ -202,30 +209,6 @@ def test_post_init_tools_validation(self) -> None:
tools=[{"name": "test_tool", "type": "test_type", "description": "A test tool"}], # type: ignore[list-item]
)

def test_as_write(self) -> None:
agent = DefaultResourceGenerator.agent(
external_id="test_agent",
name="Test Agent",
description="A test agent",
instructions="Test instructions",
model="gpt-4",
labels=["published"],
tools=[SummarizeDocumentAgentTool(name="test_tool", description="A test tool")],
)

write_agent = agent.as_write()
assert isinstance(write_agent, AgentUpsert)
assert write_agent.external_id == agent.external_id
assert write_agent.name == agent.name
assert write_agent.description == agent.description
assert write_agent.instructions == agent.instructions
assert write_agent.model == agent.model
assert write_agent.labels == agent.labels
assert write_agent.labels == ["published"]
assert write_agent.tools and len(write_agent.tools) == 1
assert isinstance(write_agent.tools[0], AgentToolUpsert)
assert write_agent.tools[0].name == "test_tool"

def test_agent_labels_forward_compatibility(self) -> None:
"""Test forward compatibility with future label values on Agent."""
agent = DefaultResourceGenerator.agent(
Expand Down
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