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26 changes: 22 additions & 4 deletions python/packages/ollama/agent_framework_ollama/_chat_client.py
Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,7 @@
import logging
import sys
import uuid
from collections import deque
from collections.abc import (
AsyncIterable,
Awaitable,
Expand Down Expand Up @@ -459,7 +460,19 @@ def _prepare_options(self, messages: Sequence[Message], options: Mapping[str, An
return run_options

def _prepare_messages_for_ollama(self, messages: Sequence[Message]) -> list[OllamaMessage]:
ollama_messages = [self._prepare_message_for_ollama(msg) for msg in messages]
# Function results don't carry the tool name, but Ollama expects it on tool messages.
# Walk the messages in order and give each result the name of the earliest unanswered
# call with the same call_id, so a call_id reused later still maps correctly.
pending_calls: dict[str, deque[str]] = {}
ollama_messages: list[list[OllamaMessage]] = []
for msg in messages:
if msg.role == "tool":
ollama_messages.append(self._format_tool_message(msg, pending_calls))
continue
for content in msg.contents:
if content.type == "function_call" and content.call_id and content.name:
pending_calls.setdefault(content.call_id, deque()).append(content.name)
ollama_messages.append(self._prepare_message_for_ollama(msg))
# Flatten the list of lists into a single list
return list(chain.from_iterable(ollama_messages))

Expand Down Expand Up @@ -518,7 +531,9 @@ def _format_assistant_message(self, message: Message) -> list[OllamaMessage]:
]
return [assistant_message]

def _format_tool_message(self, message: Message) -> list[OllamaMessage]:
def _format_tool_message(
self, message: Message, pending_calls: dict[str, deque[str]] | None = None
) -> list[OllamaMessage]:
# Ollama does not support multiple tool results in a single message, so we create a separate
messages: list[OllamaMessage] = []
for item in message.contents:
Expand All @@ -535,8 +550,11 @@ def _format_tool_message(self, message: Message) -> list[OllamaMessage]:
else:
tool_text = str(item.result) if item.result is not None else ""

# Get the tool name directly from the content item.
tool_name = getattr(item, "name", "") or ""
tool_name = getattr(item, "name", None) or ""
pending = (pending_calls or {}).get(item.call_id or "")
if pending:
queued_name = pending.popleft()
tool_name = tool_name or queued_name
messages.append(OllamaMessage(role="tool", content=tool_text, tool_name=tool_name))
return messages

Expand Down
43 changes: 43 additions & 0 deletions python/packages/ollama/tests/test_ollama_chat_client.py
Original file line number Diff line number Diff line change
Expand Up @@ -829,6 +829,49 @@ def test_mixed_policy_approval_roles_preserve_tool_result(self) -> None:
assert [message.role for message in prepared] == ["tool", "assistant"]
assert prepared[0].content == "safe result"

def test_tool_message_gets_name_from_matching_function_call(self) -> None:
"""Function results carry no name, so the tool name comes from the call with the same call_id."""
client = OllamaChatClient(host="http://localhost:12345", model="test-model")
messages = [
Message(role="user", contents=[Content.from_text("weather in Paris and Oslo?")]),
Message(
role="assistant",
contents=[
Content.from_function_call(call_id="c1", name="get_weather", arguments={"city": "Paris"}),
Content.from_function_call(call_id="c2", name="get_time", arguments={"city": "Oslo"}),
],
),
Message(
role="tool",
contents=[
Content.from_function_result(call_id="c2", result="10:00"),
Content.from_function_result(call_id="c1", result="sunny"),
],
),
]

prepared = client._prepare_messages_for_ollama(messages)

tool_messages = [message for message in prepared if message.role == "tool"]
assert [(m.content, m.tool_name) for m in tool_messages] == [("10:00", "get_time"), ("sunny", "get_weather")]

def test_tool_message_name_with_reused_call_id(self) -> None:
"""A call_id reused later in the transcript maps each result to its own call."""
client = OllamaChatClient(host="http://localhost:12345", model="test-model")
messages = [
Message(role="user", contents=[Content.from_text("weather?")]),
Message(role="assistant", contents=[Content.from_function_call(call_id="c1", name="get_weather")]),
Message(role="tool", contents=[Content.from_function_result(call_id="c1", result="sunny")]),
Message(role="user", contents=[Content.from_text("time?")]),
Message(role="assistant", contents=[Content.from_function_call(call_id="c1", name="get_time")]),
Message(role="tool", contents=[Content.from_function_result(call_id="c1", result="10:00")]),
]

prepared = client._prepare_messages_for_ollama(messages)

tool_messages = [message for message in prepared if message.role == "tool"]
assert [(m.content, m.tool_name) for m in tool_messages] == [("sunny", "get_weather"), ("10:00", "get_time")]


def test_prepare_options_single_stop_string_becomes_list(ollama_unit_test_env: dict[str, str]) -> None:
"""Ollama expects options.stop to be a list, so a single stop string is wrapped."""
Expand Down
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