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4 changes: 4 additions & 0 deletions examples/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -27,6 +27,10 @@ See [ollama/docs/api.md](https://github.com/ollama/ollama/blob/main/docs/api.md)
- [async-tools.py](async-tools.py)
- [multi-tool.py](multi-tool.py) - Using multiple tools, with thinking enabled

#### gpt-oss
- [gpt-oss-tools.py](gpt-oss-tools.py) - Using tools with gpt-oss
- [gpt-oss-tools-stream.py](gpt-oss-tools-stream.py) - Using tools with gpt-oss, with streaming enabled


### Multimodal with Images - Chat with a multimodal (image chat) model
- [multimodal-chat.py](multimodal-chat.py)
Expand Down
77 changes: 77 additions & 0 deletions examples/gpt-oss-tools-stream.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,77 @@
import random
from typing import Iterator

from ollama import chat
from ollama._types import ChatResponse


def get_weather(city: str) -> str:
"""
Get the current temperature for a city

Args:
city (str): The name of the city

Returns:
str: The current temperature
"""
temperatures = list(range(-10, 35))

temp = random.choice(temperatures)

return f'The temperature in {city} is {temp}°C'


def get_weather_conditions(city: str) -> str:
"""
Get the weather conditions for a city

Args:
city (str): The name of the city

Returns:
str: The current weather conditions
"""
conditions = ['sunny', 'cloudy', 'rainy', 'snowy', 'foggy']
return random.choice(conditions)


available_tools = {'get_weather': get_weather, 'get_weather_conditions': get_weather_conditions}

messages = [{'role': 'user', 'content': 'What is the weather like in London? What are the conditions in Toronto?'}]


model = 'gpt-oss:20b'
# gpt-oss can call tools while "thinking"
# a loop is needed to call the tools and get the results
final = True
while True:
response_stream: Iterator[ChatResponse] = chat(model=model, messages=messages, tools=[get_weather, get_weather_conditions], stream=True)

for chunk in response_stream:
if chunk.message.content:
if not (chunk.message.thinking or chunk.message.thinking == '') and final:
print('\nFinal result: ')
final = False
print(chunk.message.content, end='', flush=True)
if chunk.message.thinking:
print(chunk.message.thinking, end='', flush=True)

print()

if chunk.message.tool_calls:
for tool_call in chunk.message.tool_calls:
function_to_call = available_tools.get(tool_call.function.name)
if function_to_call:
print('\nCalling tool: ', tool_call.function.name, 'with arguments: ', tool_call.function.arguments)
result = function_to_call(**tool_call.function.arguments)
print('Tool result: ', result + '\n')

messages.append(chunk.message)
messages.append({'role': 'tool', 'content': result, 'tool_name': tool_call.function.name})
else:
print(f'Tool {tool_call.function.name} not found')

else:
# no more tool calls, we can stop the loop
break
70 changes: 70 additions & 0 deletions examples/gpt-oss-tools.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,70 @@
import random

from ollama import chat
from ollama._types import ChatResponse


def get_weather(city: str) -> str:
"""
Get the current temperature for a city

Args:
city (str): The name of the city

Returns:
str: The current temperature
"""
temperatures = list(range(-10, 35))

temp = random.choice(temperatures)

return f'The temperature in {city} is {temp}°C'


def get_weather_conditions(city: str) -> str:
"""
Get the weather conditions for a city

Args:
city (str): The name of the city

Returns:
str: The current weather conditions
"""
conditions = ['sunny', 'cloudy', 'rainy', 'snowy', 'foggy']
return random.choice(conditions)


available_tools = {'get_weather': get_weather, 'get_weather_conditions': get_weather_conditions}

messages = [{'role': 'user', 'content': 'What is the weather like in London? What are the conditions in Toronto?'}]


model = 'gpt-oss:20b'
# gpt-oss can call tools while "thinking"
# a loop is needed to call the tools and get the results
while True:
response: ChatResponse = chat(model=model, messages=messages, tools=[get_weather, get_weather_conditions])

if response.message.content:
print('Content: ')
print(response.message.content + '\n')
if response.message.thinking:
print('Thinking: ')
print(response.message.thinking + '\n')

if response.message.tool_calls:
for tool_call in response.message.tool_calls:
function_to_call = available_tools.get(tool_call.function.name)
if function_to_call:
result = function_to_call(**tool_call.function.arguments)
print('Result from tool call name: ', tool_call.function.name, 'with arguments: ', tool_call.function.arguments, 'result: ', result + '\n')

messages.append(response.message)
messages.append({'role': 'tool', 'content': result, 'tool_name': tool_call.function.name})
else:
print(f'Tool {tool_call.function.name} not found')

else:
# no more tool calls, we can stop the loop
break
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