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13 changes: 11 additions & 2 deletions ollama/_client.py
Original file line number Diff line number Diff line change
Expand Up @@ -632,7 +632,7 @@ def create(
template=template,
system=system,
parameters=parameters,
messages=messages,
messages=list(_copy_create_messages(messages)) if messages is not None else None,
).model_dump(exclude_none=True),
stream=stream,
)
Expand Down Expand Up @@ -1293,7 +1293,7 @@ async def create(
template=template,
system=system,
parameters=parameters,
messages=messages,
messages=list(_copy_create_messages(messages)) if messages is not None else None,
).model_dump(exclude_none=True),
stream=stream,
)
Expand Down Expand Up @@ -1383,6 +1383,15 @@ def _copy_messages(messages: Optional[Sequence[Union[Mapping[str, Any], Message]
)


def _copy_create_messages(messages: Sequence[Union[Mapping[str, Any], Message]]) -> Iterator[Union[Mapping[str, Any], Message]]:
# Create accepts arbitrary message mappings; preserve their other fields verbatim.
for message in messages:
if isinstance(message, Mapping) and message.get('images') is not None:
yield {**message, 'images': list(_copy_images(message['images']))}
else:
yield message


def _copy_tools(tools: Optional[Sequence[Union[Mapping[str, Any], Tool, Callable]]] = None) -> Iterator[Tool]:
for unprocessed_tool in tools or []:
yield convert_function_to_tool(unprocessed_tool) if callable(unprocessed_tool) else Tool.model_validate(unprocessed_tool)
Expand Down
69 changes: 69 additions & 0 deletions tests/test_create_message_images.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,69 @@
import base64
import copy
import json

import httpx
import pytest

from ollama import AsyncClient, Client, Image, Message

PNG = base64.b64decode('iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAIAAACQd1PeAAAADElEQVR4nGNgYGAAAAAEAAH2FzhVAAAAAElFTkSuQmCC')


@pytest.fixture
def anyio_backend():
return 'asyncio'


@pytest.mark.anyio
@pytest.mark.parametrize('asynchronous', [False, True])
@pytest.mark.parametrize('stream', [False, True])
@pytest.mark.parametrize('kind', ['bytes', 'path', 'string_path', 'base64', 'image', 'message'])
async def test_create_normalizes_message_images(tmp_path, asynchronous, stream, kind):
path = tmp_path / 'image.png'
path.write_bytes(PNG)
encoded = base64.b64encode(PNG).decode()
value = {'bytes': PNG, 'path': path, 'string_path': str(path), 'base64': encoded, 'image': Image(value=PNG), 'message': Image(value=PNG)}[kind]
message = Message(role='user', content='describe', images=[value]) if kind == 'message' else {'role': 'user', 'content': 'describe', 'images': [value]}
original = copy.deepcopy(message)
requests = []

def handle(request):
requests.append(json.loads(request.content))
return httpx.Response(200, json={'status': 'success'})

transport = httpx.MockTransport(handle)
if asynchronous:
async with AsyncClient(transport=transport) as client:
result = await client.create('vision-example', messages=[message], stream=stream)
statuses = [part.status async for part in result] if stream else [result.status]
else:
with Client(transport=transport) as client:
result = client.create('vision-example', messages=[message], stream=stream)
statuses = [part.status for part in result] if stream else [result.status]
assert statuses == ['success']
assert requests == [{'model': 'vision-example', 'stream': stream, 'messages': [{'role': 'user', 'content': 'describe', 'images': [encoded]}]}]
assert message == original


@pytest.mark.anyio
@pytest.mark.parametrize('asynchronous', [False, True])
@pytest.mark.parametrize('messages', [None, [], [{'role': 'user', 'content': '', 'custom': {'value': 0}}], [{'role': 'user', 'images': None}]])
async def test_create_preserves_message_payloads(asynchronous, messages):
requests = []

def handle(request):
requests.append(json.loads(request.content))
return httpx.Response(200, json={'status': 'success'})

transport = httpx.MockTransport(handle)
if asynchronous:
async with AsyncClient(transport=transport) as client:
await client.create('example', messages=messages)
else:
with Client(transport=transport) as client:
client.create('example', messages=messages)
expected = {'model': 'example', 'stream': False}
if messages is not None:
expected['messages'] = messages
assert requests == [expected]