Merge pull request #267 from ollama/dependabot/pip/ruff-0.6.3

_stream in async client raises RuntimeError processing HTTP errors (#266 )
Fixes a bug processing errors in async client. When response in _stream has an HTTP error, the process raises a RuntimeError("Attempted to call a sync iterator on an async stream.") due to use of e.response.read() instead of await e.response.aread()
2026-06-16 21:24:52 +00:00 · 2024-08-30 16:15:14 +00:00 · 2024-08-29 16:45:57 -07:00 · 2024-08-29 22:46:47 +00:00 · 2024-08-27 16:51:14 -07:00 · 2024-08-27 23:26:36 +00:00
14 changed files with 708 additions and 160 deletions
@@ -0,0 +1,10 @@
+version: 2
+updates:
+  - package-ecosystem: github-actions
+    directory: /
+    schedule:
+      interval: daily
+  - package-ecosystem: pip
+    directory: /
+    schedule:
+      interval: daily
@@ -26,7 +26,7 @@ jobs:
        run: |
          poetry export >requirements.txt
          git diff --exit-code requirements.txt
-      - uses: actions/upload-artifact@v3
+      - uses: actions/upload-artifact@v4
        with:
          name: pytest-results-${{ matrix.python-version }}
          path: junit/test-results-${{ matrix.python-version }}.xml
@@ -1,6 +1,6 @@
 # Ollama Python Library

-The Ollama Python library provides the easiest way to integrate Python 3.8+ projects with [Ollama](https://github.com/jmorganca/ollama).
+The Ollama Python library provides the easiest way to integrate Python 3.8+ projects with [Ollama](https://github.com/ollama/ollama).

 ## Install

@@ -12,7 +12,7 @@ pip install ollama

 ```python
 import ollama
-response = ollama.chat(model='llama2', messages=[
+response = ollama.chat(model='llama3.1', messages=[
  {
    'role': 'user',
    'content': 'Why is the sky blue?',
@@ -29,7 +29,7 @@ Response streaming can be enabled by setting `stream=True`, modifying function c
 import ollama

 stream = ollama.chat(
-    model='llama2',
+    model='llama3.1',
    messages=[{'role': 'user', 'content': 'Why is the sky blue?'}],
    stream=True,
 )
@@ -40,18 +40,18 @@ for chunk in stream:

 ## API

-The Ollama Python library's API is designed around the [Ollama REST API](https://github.com/jmorganca/ollama/blob/main/docs/api.md)
+The Ollama Python library's API is designed around the [Ollama REST API](https://github.com/ollama/ollama/blob/main/docs/api.md)

 ### Chat

 ```python
-ollama.chat(model='llama2', messages=[{'role': 'user', 'content': 'Why is the sky blue?'}])
+ollama.chat(model='llama3.1', messages=[{'role': 'user', 'content': 'Why is the sky blue?'}])
 ```

 ### Generate

 ```python
-ollama.generate(model='llama2', prompt='Why is the sky blue?')
+ollama.generate(model='llama3.1', prompt='Why is the sky blue?')
 ```

 ### List
@@ -63,14 +63,14 @@ ollama.list()
 ### Show

 ```python
-ollama.show('llama2')
+ollama.show('llama3.1')
 ```

 ### Create

 ```python
 modelfile='''
-FROM llama2
+FROM llama3.1
 SYSTEM You are mario from super mario bros.
 '''

@@ -80,31 +80,37 @@ ollama.create(model='example', modelfile=modelfile)
 ### Copy

 ```python
-ollama.copy('llama2', 'user/llama2')
+ollama.copy('llama3.1', 'user/llama3.1')
 ```

 ### Delete

 ```python
-ollama.delete('llama2')
+ollama.delete('llama3.1')
 ```

 ### Pull

 ```python
-ollama.pull('llama2')
+ollama.pull('llama3.1')
 ```

 ### Push

 ```python
-ollama.push('user/llama2')
+ollama.push('user/llama3.1')
 ```

 ### Embeddings

 ```python
-ollama.embeddings(model='llama2', prompt='They sky is blue because of rayleigh scattering')
+ollama.embeddings(model='llama3.1', prompt='The sky is blue because of rayleigh scattering')
+```
+
+### Ps
+
+```python
+ollama.ps()
 ```

 ## Custom client
@@ -117,7 +123,7 @@ A custom client can be created with the following fields:
 ```python
 from ollama import Client
 client = Client(host='http://localhost:11434')
-response = client.chat(model='llama2', messages=[
+response = client.chat(model='llama3.1', messages=[
  {
    'role': 'user',
    'content': 'Why is the sky blue?',
@@ -133,7 +139,7 @@ from ollama import AsyncClient

 async def chat():
  message = {'role': 'user', 'content': 'Why is the sky blue?'}
-  response = await AsyncClient().chat(model='llama2', messages=[message])
+  response = await AsyncClient().chat(model='llama3.1', messages=[message])

 asyncio.run(chat())
 ```
@@ -146,7 +152,7 @@ from ollama import AsyncClient

 async def chat():
  message = {'role': 'user', 'content': 'Why is the sky blue?'}
-  async for part in await AsyncClient().chat(model='llama2', messages=[message], stream=True):
+  async for part in await AsyncClient().chat(model='llama3.1', messages=[message], stream=True):
    print(part['message']['content'], end='', flush=True)

 asyncio.run(chat())
@@ -1,16 +1,16 @@
 from ollama import generate

-prefix = '''def remove_non_ascii(s: str) -> str:
+prompt = '''def remove_non_ascii(s: str) -> str:
    """ '''

 suffix = """
    return result
 """

-
 response = generate(
  model='codellama:7b-code',
-  prompt=f'<PRE> {prefix} <SUF>{suffix} <MID>',
+  prompt=prompt,
+  suffix=suffix,
  options={
    'num_predict': 128,
    'temperature': 0,
@@ -0,0 +1,31 @@
+from ollama import ps, pull, chat
+
+response = pull('mistral', stream=True)
+progress_states = set()
+for progress in response:
+  if progress.get('status') in progress_states:
+    continue
+  progress_states.add(progress.get('status'))
+  print(progress.get('status'))
+
+print('\n')
+
+response = chat('mistral', messages=[{'role': 'user', 'content': 'Hello!'}])
+print(response['message']['content'])
+
+print('\n')
+
+response = ps()
+
+name = response['models'][0]['name']
+size = response['models'][0]['size']
+size_vram = response['models'][0]['size_vram']
+
+if size == size_vram:
+  print(f'{name}: 100% GPU')
+elif not size_vram:
+  print(f'{name}: 100% CPU')
+else:
+  size_cpu = size - size_vram
+  cpu_percent = round(size_cpu / size * 100)
+  print(f'{name}: {cpu_percent}% CPU/{100 - cpu_percent}% GPU')
@@ -0,0 +1,3 @@
+# tools
+
+This example demonstrates how to utilize tool calls with an asynchronous Ollama client and the chat endpoint. 
@@ -0,0 +1,87 @@
+import json
+import ollama
+import asyncio
+
+
+# Simulates an API call to get flight times
+# In a real application, this would fetch data from a live database or API
+def get_flight_times(departure: str, arrival: str) -> str:
+  flights = {
+    'NYC-LAX': {'departure': '08:00 AM', 'arrival': '11:30 AM', 'duration': '5h 30m'},
+    'LAX-NYC': {'departure': '02:00 PM', 'arrival': '10:30 PM', 'duration': '5h 30m'},
+    'LHR-JFK': {'departure': '10:00 AM', 'arrival': '01:00 PM', 'duration': '8h 00m'},
+    'JFK-LHR': {'departure': '09:00 PM', 'arrival': '09:00 AM', 'duration': '7h 00m'},
+    'CDG-DXB': {'departure': '11:00 AM', 'arrival': '08:00 PM', 'duration': '6h 00m'},
+    'DXB-CDG': {'departure': '03:00 AM', 'arrival': '07:30 AM', 'duration': '7h 30m'},
+  }
+
+  key = f'{departure}-{arrival}'.upper()
+  return json.dumps(flights.get(key, {'error': 'Flight not found'}))
+
+
+async def run(model: str):
+  client = ollama.AsyncClient()
+  # Initialize conversation with a user query
+  messages = [{'role': 'user', 'content': 'What is the flight time from New York (NYC) to Los Angeles (LAX)?'}]
+
+  # First API call: Send the query and function description to the model
+  response = await client.chat(
+    model=model,
+    messages=messages,
+    tools=[
+      {
+        'type': 'function',
+        'function': {
+          'name': 'get_flight_times',
+          'description': 'Get the flight times between two cities',
+          'parameters': {
+            'type': 'object',
+            'properties': {
+              'departure': {
+                'type': 'string',
+                'description': 'The departure city (airport code)',
+              },
+              'arrival': {
+                'type': 'string',
+                'description': 'The arrival city (airport code)',
+              },
+            },
+            'required': ['departure', 'arrival'],
+          },
+        },
+      },
+    ],
+  )
+
+  # Add the model's response to the conversation history
+  messages.append(response['message'])
+
+  # Check if the model decided to use the provided function
+  if not response['message'].get('tool_calls'):
+    print("The model didn't use the function. Its response was:")
+    print(response['message']['content'])
+    return
+
+  # Process function calls made by the model
+  if response['message'].get('tool_calls'):
+    available_functions = {
+      'get_flight_times': get_flight_times,
+    }
+    for tool in response['message']['tool_calls']:
+      function_to_call = available_functions[tool['function']['name']]
+      function_response = function_to_call(tool['function']['arguments']['departure'], tool['function']['arguments']['arrival'])
+      # Add function response to the conversation
+      messages.append(
+        {
+          'role': 'tool',
+          'content': function_response,
+        }
+      )
+
+  # Second API call: Get final response from the model
+  final_response = await client.chat(model=model, messages=messages)
+  print(final_response['message']['content'])
+
+
+# Run the async function
+asyncio.run(run('mistral'))
@@ -21,6 +21,7 @@ __all__ = [
  'ResponseError',
  'generate',
  'chat',
+  'embed',
  'embeddings',
  'pull',
  'push',
@@ -29,12 +30,14 @@ __all__ = [
  'list',
  'copy',
  'show',
+  'ps',
 ]

 _client = Client()

 generate = _client.generate
 chat = _client.chat
+embed = _client.embed
 embeddings = _client.embeddings
 pull = _client.pull
 push = _client.push
@@ -43,3 +46,4 @@ delete = _client.delete
 list = _client.list
 copy = _client.copy
 show = _client.show
+ps = _client.ps
@@ -1,3 +1,4 @@
+import ipaddress
 import os
 import io
 import json
@@ -7,10 +8,11 @@ import platform
 import urllib.parse
 from os import PathLike
 from pathlib import Path
+from copy import deepcopy
 from hashlib import sha256
 from base64 import b64encode, b64decode

-from typing import Any, AnyStr, Union, Optional, Sequence, Mapping, Literal
+from typing import Any, AnyStr, Union, Optional, Sequence, Mapping, Literal, overload

 import sys

@@ -26,7 +28,7 @@ try:
 except metadata.PackageNotFoundError:
  __version__ = '0.0.0'

-from ollama._types import Message, Options, RequestError, ResponseError
+from ollama._types import Message, Options, RequestError, ResponseError, Tool


 class BaseClient:
@@ -96,10 +98,45 @@ class Client(BaseClient):
  ) -> Union[Mapping[str, Any], Iterator[Mapping[str, Any]]]:
    return self._stream(*args, **kwargs) if stream else self._request(*args, **kwargs).json()

+  @overload
  def generate(
    self,
    model: str = '',
    prompt: str = '',
+    suffix: str = '',
+    system: str = '',
+    template: str = '',
+    context: Optional[Sequence[int]] = None,
+    stream: Literal[False] = False,
+    raw: bool = False,
+    format: Literal['', 'json'] = '',
+    images: Optional[Sequence[AnyStr]] = None,
+    options: Optional[Options] = None,
+    keep_alive: Optional[Union[float, str]] = None,
+  ) -> Mapping[str, Any]: ...
+
+  @overload
+  def generate(
+    self,
+    model: str = '',
+    prompt: str = '',
+    suffix: str = '',
+    system: str = '',
+    template: str = '',
+    context: Optional[Sequence[int]] = None,
+    stream: Literal[True] = True,
+    raw: bool = False,
+    format: Literal['', 'json'] = '',
+    images: Optional[Sequence[AnyStr]] = None,
+    options: Optional[Options] = None,
+    keep_alive: Optional[Union[float, str]] = None,
+  ) -> Iterator[Mapping[str, Any]]: ...
+
+  def generate(
+    self,
+    model: str = '',
+    prompt: str = '',
+    suffix: str = '',
    system: str = '',
    template: str = '',
    context: Optional[Sequence[int]] = None,
@@ -129,6 +166,7 @@ class Client(BaseClient):
      json={
        'model': model,
        'prompt': prompt,
+        'suffix': suffix,
        'system': system,
        'template': template,
        'context': context or [],
@@ -142,10 +180,35 @@ class Client(BaseClient):
      stream=stream,
    )

+  @overload
  def chat(
    self,
    model: str = '',
    messages: Optional[Sequence[Message]] = None,
+    tools: Optional[Sequence[Tool]] = None,
+    stream: Literal[False] = False,
+    format: Literal['', 'json'] = '',
+    options: Optional[Options] = None,
+    keep_alive: Optional[Union[float, str]] = None,
+  ) -> Mapping[str, Any]: ...
+
+  @overload
+  def chat(
+    self,
+    model: str = '',
+    messages: Optional[Sequence[Message]] = None,
+    tools: Optional[Sequence[Tool]] = None,
+    stream: Literal[True] = True,
+    format: Literal['', 'json'] = '',
+    options: Optional[Options] = None,
+    keep_alive: Optional[Union[float, str]] = None,
+  ) -> Iterator[Mapping[str, Any]]: ...
+
+  def chat(
+    self,
+    model: str = '',
+    messages: Optional[Sequence[Message]] = None,
+    tools: Optional[Sequence[Tool]] = None,
    stream: bool = False,
    format: Literal['', 'json'] = '',
    options: Optional[Options] = None,
@@ -164,13 +227,9 @@ class Client(BaseClient):
    if not model:
      raise RequestError('must provide a model')

+    messages = deepcopy(messages)
+
    for message in messages or []:
-      if not isinstance(message, dict):
-        raise TypeError('messages must be a list of Message or dict-like objects')
-      if not (role := message.get('role')) or role not in ['system', 'user', 'assistant']:
-        raise RequestError('messages must contain a role and it must be one of "system", "user", or "assistant"')
-      if not message.get('content'):
-        raise RequestError('messages must contain content')
      if images := message.get('images'):
        message['images'] = [_encode_image(image) for image in images]

@@ -180,6 +239,7 @@ class Client(BaseClient):
      json={
        'model': model,
        'messages': messages,
+        'tools': tools or [],
        'stream': stream,
        'format': format,
        'options': options or {},
@@ -188,13 +248,36 @@ class Client(BaseClient):
      stream=stream,
    )

+  def embed(
+    self,
+    model: str = '',
+    input: Union[str, Sequence[AnyStr]] = '',
+    truncate: bool = True,
+    options: Optional[Options] = None,
+    keep_alive: Optional[Union[float, str]] = None,
+  ) -> Mapping[str, Any]:
+    if not model:
+      raise RequestError('must provide a model')
+
+    return self._request(
+      'POST',
+      '/api/embed',
+      json={
+        'model': model,
+        'input': input,
+        'truncate': truncate,
+        'options': options or {},
+        'keep_alive': keep_alive,
+      },
+    ).json()
+
  def embeddings(
    self,
    model: str = '',
    prompt: str = '',
    options: Optional[Options] = None,
    keep_alive: Optional[Union[float, str]] = None,
-  ) -> Sequence[float]:
+  ) -> Mapping[str, Sequence[float]]:
    return self._request(
      'POST',
      '/api/embeddings',
@@ -206,6 +289,22 @@ class Client(BaseClient):
      },
    ).json()

+  @overload
+  def pull(
+    self,
+    model: str,
+    insecure: bool = False,
+    stream: Literal[False] = False,
+  ) -> Mapping[str, Any]: ...
+
+  @overload
+  def pull(
+    self,
+    model: str,
+    insecure: bool = False,
+    stream: Literal[True] = True,
+  ) -> Iterator[Mapping[str, Any]]: ...
+
  def pull(
    self,
    model: str,
@@ -228,6 +327,22 @@ class Client(BaseClient):
      stream=stream,
    )

+  @overload
+  def push(
+    self,
+    model: str,
+    insecure: bool = False,
+    stream: Literal[False] = False,
+  ) -> Mapping[str, Any]: ...
+
+  @overload
+  def push(
+    self,
+    model: str,
+    insecure: bool = False,
+    stream: Literal[True] = True,
+  ) -> Iterator[Mapping[str, Any]]: ...
+
  def push(
    self,
    model: str,
@@ -250,11 +365,32 @@ class Client(BaseClient):
      stream=stream,
    )

+  @overload
  def create(
    self,
    model: str,
    path: Optional[Union[str, PathLike]] = None,
    modelfile: Optional[str] = None,
+    quantize: Optional[str] = None,
+    stream: Literal[False] = False,
+  ) -> Mapping[str, Any]: ...
+
+  @overload
+  def create(
+    self,
+    model: str,
+    path: Optional[Union[str, PathLike]] = None,
+    modelfile: Optional[str] = None,
+    quantize: Optional[str] = None,
+    stream: Literal[True] = True,
+  ) -> Iterator[Mapping[str, Any]]: ...
+
+  def create(
+    self,
+    model: str,
+    path: Optional[Union[str, PathLike]] = None,
+    modelfile: Optional[str] = None,
+    quantize: Optional[str] = None,
    stream: bool = False,
  ) -> Union[Mapping[str, Any], Iterator[Mapping[str, Any]]]:
    """
@@ -276,6 +412,7 @@ class Client(BaseClient):
        'name': model,
        'modelfile': modelfile,
        'stream': stream,
+        'quantize': quantize,
      },
      stream=stream,
    )
@@ -334,6 +471,9 @@ class Client(BaseClient):
  def show(self, model: str) -> Mapping[str, Any]:
    return self._request('POST', '/api/show', json={'name': model}).json()

+  def ps(self) -> Mapping[str, Any]:
+    return self._request('GET', '/api/ps').json()
+

 class AsyncClient(BaseClient):
  def __init__(self, host: Optional[str] = None, **kwargs) -> None:
@@ -355,7 +495,7 @@ class AsyncClient(BaseClient):
        try:
          r.raise_for_status()
        except httpx.HTTPStatusError as e:
-          e.response.read()
+          await e.response.aread()
          raise ResponseError(e.response.text, e.response.status_code) from None

        async for line in r.aiter_lines():
@@ -378,10 +518,45 @@ class AsyncClient(BaseClient):
    response = await self._request(*args, **kwargs)
    return response.json()

+  @overload
  async def generate(
    self,
    model: str = '',
    prompt: str = '',
+    suffix: str = '',
+    system: str = '',
+    template: str = '',
+    context: Optional[Sequence[int]] = None,
+    stream: Literal[False] = False,
+    raw: bool = False,
+    format: Literal['', 'json'] = '',
+    images: Optional[Sequence[AnyStr]] = None,
+    options: Optional[Options] = None,
+    keep_alive: Optional[Union[float, str]] = None,
+  ) -> Mapping[str, Any]: ...
+
+  @overload
+  async def generate(
+    self,
+    model: str = '',
+    prompt: str = '',
+    suffix: str = '',
+    system: str = '',
+    template: str = '',
+    context: Optional[Sequence[int]] = None,
+    stream: Literal[True] = True,
+    raw: bool = False,
+    format: Literal['', 'json'] = '',
+    images: Optional[Sequence[AnyStr]] = None,
+    options: Optional[Options] = None,
+    keep_alive: Optional[Union[float, str]] = None,
+  ) -> AsyncIterator[Mapping[str, Any]]: ...
+
+  async def generate(
+    self,
+    model: str = '',
+    prompt: str = '',
+    suffix: str = '',
    system: str = '',
    template: str = '',
    context: Optional[Sequence[int]] = None,
@@ -410,6 +585,7 @@ class AsyncClient(BaseClient):
      json={
        'model': model,
        'prompt': prompt,
+        'suffix': suffix,
        'system': system,
        'template': template,
        'context': context or [],
@@ -423,10 +599,35 @@ class AsyncClient(BaseClient):
      stream=stream,
    )

+  @overload
  async def chat(
    self,
    model: str = '',
    messages: Optional[Sequence[Message]] = None,
+    tools: Optional[Sequence[Tool]] = None,
+    stream: Literal[False] = False,
+    format: Literal['', 'json'] = '',
+    options: Optional[Options] = None,
+    keep_alive: Optional[Union[float, str]] = None,
+  ) -> Mapping[str, Any]: ...
+
+  @overload
+  async def chat(
+    self,
+    model: str = '',
+    messages: Optional[Sequence[Message]] = None,
+    tools: Optional[Sequence[Tool]] = None,
+    stream: Literal[True] = True,
+    format: Literal['', 'json'] = '',
+    options: Optional[Options] = None,
+    keep_alive: Optional[Union[float, str]] = None,
+  ) -> AsyncIterator[Mapping[str, Any]]: ...
+
+  async def chat(
+    self,
+    model: str = '',
+    messages: Optional[Sequence[Message]] = None,
+    tools: Optional[Sequence[Tool]] = None,
    stream: bool = False,
    format: Literal['', 'json'] = '',
    options: Optional[Options] = None,
@@ -444,13 +645,9 @@ class AsyncClient(BaseClient):
    if not model:
      raise RequestError('must provide a model')

+    messages = deepcopy(messages)
+
    for message in messages or []:
-      if not isinstance(message, dict):
-        raise TypeError('messages must be a list of strings')
-      if not (role := message.get('role')) or role not in ['system', 'user', 'assistant']:
-        raise RequestError('messages must contain a role and it must be one of "system", "user", or "assistant"')
-      if not message.get('content'):
-        raise RequestError('messages must contain content')
      if images := message.get('images'):
        message['images'] = [_encode_image(image) for image in images]

@@ -460,6 +657,7 @@ class AsyncClient(BaseClient):
      json={
        'model': model,
        'messages': messages,
+        'tools': tools or [],
        'stream': stream,
        'format': format,
        'options': options or {},
@@ -468,13 +666,38 @@ class AsyncClient(BaseClient):
      stream=stream,
    )

+  async def embed(
+    self,
+    model: str = '',
+    input: Union[str, Sequence[AnyStr]] = '',
+    truncate: bool = True,
+    options: Optional[Options] = None,
+    keep_alive: Optional[Union[float, str]] = None,
+  ) -> Mapping[str, Any]:
+    if not model:
+      raise RequestError('must provide a model')
+
+    response = await self._request(
+      'POST',
+      '/api/embed',
+      json={
+        'model': model,
+        'input': input,
+        'truncate': truncate,
+        'options': options or {},
+        'keep_alive': keep_alive,
+      },
+    )
+
+    return response.json()
+
  async def embeddings(
    self,
    model: str = '',
    prompt: str = '',
    options: Optional[Options] = None,
    keep_alive: Optional[Union[float, str]] = None,
-  ) -> Sequence[float]:
+  ) -> Mapping[str, Sequence[float]]:
    response = await self._request(
      'POST',
      '/api/embeddings',
@@ -488,6 +711,22 @@ class AsyncClient(BaseClient):

    return response.json()

+  @overload
+  async def pull(
+    self,
+    model: str,
+    insecure: bool = False,
+    stream: Literal[False] = False,
+  ) -> Mapping[str, Any]: ...
+
+  @overload
+  async def pull(
+    self,
+    model: str,
+    insecure: bool = False,
+    stream: Literal[True] = True,
+  ) -> AsyncIterator[Mapping[str, Any]]: ...
+
  async def pull(
    self,
    model: str,
@@ -510,6 +749,22 @@ class AsyncClient(BaseClient):
      stream=stream,
    )

+  @overload
+  async def push(
+    self,
+    model: str,
+    insecure: bool = False,
+    stream: Literal[False] = False,
+  ) -> Mapping[str, Any]: ...
+
+  @overload
+  async def push(
+    self,
+    model: str,
+    insecure: bool = False,
+    stream: Literal[True] = True,
+  ) -> AsyncIterator[Mapping[str, Any]]: ...
+
  async def push(
    self,
    model: str,
@@ -532,11 +787,32 @@ class AsyncClient(BaseClient):
      stream=stream,
    )

+  @overload
  async def create(
    self,
    model: str,
    path: Optional[Union[str, PathLike]] = None,
    modelfile: Optional[str] = None,
+    quantize: Optional[str] = None,
+    stream: Literal[False] = False,
+  ) -> Mapping[str, Any]: ...
+
+  @overload
+  async def create(
+    self,
+    model: str,
+    path: Optional[Union[str, PathLike]] = None,
+    modelfile: Optional[str] = None,
+    quantize: Optional[str] = None,
+    stream: Literal[True] = True,
+  ) -> AsyncIterator[Mapping[str, Any]]: ...
+
+  async def create(
+    self,
+    model: str,
+    path: Optional[Union[str, PathLike]] = None,
+    modelfile: Optional[str] = None,
+    quantize: Optional[str] = None,
    stream: bool = False,
  ) -> Union[Mapping[str, Any], AsyncIterator[Mapping[str, Any]]]:
    """
@@ -558,6 +834,7 @@ class AsyncClient(BaseClient):
        'name': model,
        'modelfile': modelfile,
        'stream': stream,
+        'quantize': quantize,
      },
      stream=stream,
    )
@@ -625,6 +902,10 @@ class AsyncClient(BaseClient):
    response = await self._request('POST', '/api/show', json={'name': model})
    return response.json()

+  async def ps(self) -> Mapping[str, Any]:
+    response = await self._request('GET', '/api/ps')
+    return response.json()
+

 def _encode_image(image) -> str:
  """
@@ -707,6 +988,36 @@ def _parse_host(host: Optional[str]) -> str:
  'http://example.com:11434'
  >>> _parse_host('example.com:56789/')
  'http://example.com:56789'
+  >>> _parse_host('example.com/path')
+  'http://example.com:11434/path'
+  >>> _parse_host('example.com:56789/path')
+  'http://example.com:56789/path'
+  >>> _parse_host('https://example.com:56789/path')
+  'https://example.com:56789/path'
+  >>> _parse_host('example.com:56789/path/')
+  'http://example.com:56789/path'
+  >>> _parse_host('[0001:002:003:0004::1]')
+  'http://[0001:002:003:0004::1]:11434'
+  >>> _parse_host('[0001:002:003:0004::1]:56789')
+  'http://[0001:002:003:0004::1]:56789'
+  >>> _parse_host('http://[0001:002:003:0004::1]')
+  'http://[0001:002:003:0004::1]:80'
+  >>> _parse_host('https://[0001:002:003:0004::1]')
+  'https://[0001:002:003:0004::1]:443'
+  >>> _parse_host('https://[0001:002:003:0004::1]:56789')
+  'https://[0001:002:003:0004::1]:56789'
+  >>> _parse_host('[0001:002:003:0004::1]/')
+  'http://[0001:002:003:0004::1]:11434'
+  >>> _parse_host('[0001:002:003:0004::1]:56789/')
+  'http://[0001:002:003:0004::1]:56789'
+  >>> _parse_host('[0001:002:003:0004::1]/path')
+  'http://[0001:002:003:0004::1]:11434/path'
+  >>> _parse_host('[0001:002:003:0004::1]:56789/path')
+  'http://[0001:002:003:0004::1]:56789/path'
+  >>> _parse_host('https://[0001:002:003:0004::1]:56789/path')
+  'https://[0001:002:003:0004::1]:56789/path'
+  >>> _parse_host('[0001:002:003:0004::1]:56789/path/')
+  'http://[0001:002:003:0004::1]:56789/path'
  """

  host, port = host or '', 11434
@@ -722,4 +1033,14 @@ def _parse_host(host: Optional[str]) -> str:
  host = split.hostname or '127.0.0.1'
  port = split.port or port

+  # Fix missing square brackets for IPv6 from urlsplit
+  try:
+    if isinstance(ipaddress.ip_address(host), ipaddress.IPv6Address):
+      host = f'[{host}]'
+  except ValueError:
+    ...
+
+  if path := split.path.strip('/'):
+    return f'{scheme}://{host}:{port}/{path}'
+
  return f'{scheme}://{host}:{port}'
@@ -1,5 +1,5 @@
 import json
-from typing import Any, TypedDict, Sequence, Literal
+from typing import Any, TypedDict, Sequence, Literal, Mapping

 import sys

@@ -19,6 +19,9 @@ class BaseGenerateResponse(TypedDict):
  done: bool
  'True if response is complete, otherwise False. Useful for streaming to detect the final response.'

+  done_reason: str
+  'Reason for completion. Only present when done is True.'
+
  total_duration: int
  'Total duration in nanoseconds.'

@@ -50,15 +53,36 @@ class GenerateResponse(BaseGenerateResponse):
  'Tokenized history up to the point of the response.'


+class ToolCallFunction(TypedDict):
+  """
+  Tool call function.
+  """
+
+  name: str
+  'Name of the function.'
+
+  arguments: NotRequired[Mapping[str, Any]]
+  'Arguments of the function.'
+
+
+class ToolCall(TypedDict):
+  """
+  Model tool calls.
+  """
+
+  function: ToolCallFunction
+  'Function to be called.'
+
+
 class Message(TypedDict):
  """
  Chat message.
  """

-  role: Literal['user', 'assistant', 'system']
-  "Assumed role of the message. Response messages always has role 'assistant'."
+  role: Literal['user', 'assistant', 'system', 'tool']
+  "Assumed role of the message. Response messages always has role 'assistant' or 'tool'."

-  content: str
+  content: NotRequired[str]
  'Content of the message. Response messages contains message fragments when streaming.'

  images: NotRequired[Sequence[Any]]
@@ -73,6 +97,34 @@ class Message(TypedDict):
  Valid image formats depend on the model. See the model card for more information.
  """

+  tool_calls: NotRequired[Sequence[ToolCall]]
+  """
+  Tools calls to be made by the model.
+  """
+
+
+class Property(TypedDict):
+  type: str
+  description: str
+  enum: NotRequired[Sequence[str]]  # `enum` is optional and can be a list of strings
+
+
+class Parameters(TypedDict):
+  type: str
+  required: Sequence[str]
+  properties: Mapping[str, Property]
+
+
+class ToolFunction(TypedDict):
+  name: str
+  description: str
+  parameters: Parameters
+
+
+class Tool(TypedDict):
+  type: str
+  function: ToolFunction
+

 class ChatResponse(BaseGenerateResponse):
  """
@@ -95,7 +147,6 @@ class Options(TypedDict, total=False):
  numa: bool
  num_ctx: int
  num_batch: int
-  num_gqa: int
  num_gpu: int
  main_gpu: int
  low_vram: bool
@@ -105,8 +156,6 @@ class Options(TypedDict, total=False):
  use_mmap: bool
  use_mlock: bool
  embedding_only: bool
-  rope_frequency_base: float
-  rope_frequency_scale: float
  num_thread: int

  # runtime options
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.

 [[package]]
 name = "anyio"
@@ -285,83 +285,95 @@ files = [

 [[package]]
 name = "pillow"
-version = "10.2.0"
+version = "10.4.0"
 description = "Python Imaging Library (Fork)"
 optional = false
 python-versions = ">=3.8"
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-docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-removed-in", "sphinxext-opengraph"]
+docs = ["furo", "olefile", "sphinx (>=7.3)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinxext-opengraph"]
 fpx = ["olefile"]
 mic = ["olefile"]
 tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
@@ -370,13 +382,13 @@ xmp = ["defusedxml"]

 [[package]]
 name = "pluggy"
-version = "1.4.0"
+version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
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@@ -385,13 +397,13 @@ testing = ["pytest", "pytest-benchmark"]

 [[package]]
 name = "pytest"
-version = "7.4.4"
+version = "8.3.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "pytest-7.4.4-py3-none-any.whl", hash = "sha256:b090cdf5ed60bf4c45261be03239c2c1c22df034fbffe691abe93cd80cea01d8"},
-    {file = "pytest-7.4.4.tar.gz", hash = "sha256:2cf0005922c6ace4a3e2ec8b4080eb0d9753fdc93107415332f50ce9e7994280"},
+    {file = "pytest-8.3.2-py3-none-any.whl", hash = "sha256:4ba08f9ae7dcf84ded419494d229b48d0903ea6407b030eaec46df5e6a73bba5"},
+    {file = "pytest-8.3.2.tar.gz", hash = "sha256:c132345d12ce551242c87269de812483f5bcc87cdbb4722e48487ba194f9fdce"},
 ]

 [package.dependencies]
@@ -399,25 +411,25 @@ colorama = {version = "*", markers = "sys_platform == \"win32\""}
 exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 iniconfig = "*"
 packaging = "*"
-pluggy = ">=0.12,<2.0"
-tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
+pluggy = ">=1.5,<2"
+tomli = {version = ">=1", markers = "python_version < \"3.11\""}

 [package.extras]
-testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]

 [[package]]
 name = "pytest-asyncio"
-version = "0.23.6"
+version = "0.24.0"
 description = "Pytest support for asyncio"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pytest-asyncio-0.23.6.tar.gz", hash = "sha256:ffe523a89c1c222598c76856e76852b787504ddb72dd5d9b6617ffa8aa2cde5f"},
-    {file = "pytest_asyncio-0.23.6-py3-none-any.whl", hash = "sha256:68516fdd1018ac57b846c9846b954f0393b26f094764a28c955eabb0536a4e8a"},
+    {file = "pytest_asyncio-0.24.0-py3-none-any.whl", hash = "sha256:a811296ed596b69bf0b6f3dc40f83bcaf341b155a269052d82efa2b25ac7037b"},
+    {file = "pytest_asyncio-0.24.0.tar.gz", hash = "sha256:d081d828e576d85f875399194281e92bf8a68d60d72d1a2faf2feddb6c46b276"},
 ]

 [package.dependencies]
-pytest = ">=7.0.0,<9"
+pytest = ">=8.2,<9"

 [package.extras]
 docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1.0)"]
@@ -425,13 +437,13 @@ testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]

 [[package]]
 name = "pytest-cov"
-version = "4.1.0"
+version = "5.0.0"
 description = "Pytest plugin for measuring coverage."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "pytest-cov-4.1.0.tar.gz", hash = "sha256:3904b13dfbfec47f003b8e77fd5b589cd11904a21ddf1ab38a64f204d6a10ef6"},
-    {file = "pytest_cov-4.1.0-py3-none-any.whl", hash = "sha256:6ba70b9e97e69fcc3fb45bfeab2d0a138fb65c4d0d6a41ef33983ad114be8c3a"},
+    {file = "pytest-cov-5.0.0.tar.gz", hash = "sha256:5837b58e9f6ebd335b0f8060eecce69b662415b16dc503883a02f45dfeb14857"},
+    {file = "pytest_cov-5.0.0-py3-none-any.whl", hash = "sha256:4f0764a1219df53214206bf1feea4633c3b558a2925c8b59f144f682861ce652"},
 ]

 [package.dependencies]
@@ -439,17 +451,17 @@ coverage = {version = ">=5.2.1", extras = ["toml"]}
 pytest = ">=4.6"

 [package.extras]
-testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtualenv"]
+testing = ["fields", "hunter", "process-tests", "pytest-xdist", "virtualenv"]

 [[package]]
 name = "pytest-httpserver"
-version = "1.0.10"
+version = "1.1.0"
 description = "pytest-httpserver is a httpserver for pytest"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pytest_httpserver-1.0.10-py3-none-any.whl", hash = "sha256:d40e0cc3d61ed6e4d80f52a796926d557a7db62b17e43b3e258a78a3c34becb9"},
-    {file = "pytest_httpserver-1.0.10.tar.gz", hash = "sha256:77b9fbc2eb0a129cfbbacc8fe57e8cafe071d506489f31fe31e62f1b332d9905"},
+    {file = "pytest_httpserver-1.1.0-py3-none-any.whl", hash = "sha256:7ef88be8ed3354b6784daa3daa75a422370327c634053cefb124903fa8d73a41"},
+    {file = "pytest_httpserver-1.1.0.tar.gz", hash = "sha256:6b1cb0199e2ed551b1b94d43f096863bbf6ae5bcd7c75c2c06845e5ce2dc8701"},
 ]

 [package.dependencies]
@@ -457,28 +469,29 @@ Werkzeug = ">=2.0.0"

 [[package]]
 name = "ruff"
-version = "0.1.15"
+version = "0.6.3"
 description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "ruff-0.6.3-py3-none-win32.whl", hash = "sha256:7a62d3b5b0d7f9143d94893f8ba43aa5a5c51a0ffc4a401aa97a81ed76930521"},
+    {file = "ruff-0.6.3-py3-none-win_amd64.whl", hash = "sha256:746af39356fee2b89aada06c7376e1aa274a23493d7016059c3a72e3b296befb"},
+    {file = "ruff-0.6.3-py3-none-win_arm64.whl", hash = "sha256:14a9528a8b70ccc7a847637c29e56fd1f9183a9db743bbc5b8e0c4ad60592a82"},
+    {file = "ruff-0.6.3.tar.gz", hash = "sha256:183b99e9edd1ef63be34a3b51fee0a9f4ab95add123dbf89a71f7b1f0c991983"},
 ]

 [[package]]
@@ -534,4 +547,4 @@ watchdog = ["watchdog (>=2.3)"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.8"
-content-hash = "78c0e3f11a62251ec1582f38173bafc50ac134d13f042f9378f75e4f64e004aa"
+content-hash = "e36516c932ab9dd7497acc0c3d55ab2c963004595efe97c2bc80854687c32c1e"
@@ -13,12 +13,12 @@ python = "^3.8"
 httpx = "^0.27.0"

 [tool.poetry.group.dev.dependencies]
-pytest = "^7.4.3"
-pytest-asyncio = "^0.23.2"
-pytest-cov = "^4.1.0"
+pytest = ">=7.4.3,<9.0.0"
+pytest-asyncio = ">=0.23.2,<0.25.0"
+pytest-cov = ">=4.1,<6.0"
 pytest-httpserver = "^1.0.8"
 pillow = "^10.2.0"
-ruff = "^0.1.8"
+ruff = ">=0.1.8,<0.7.0"

 [build-system]
 requires = ["poetry-core"]
@@ -26,6 +26,7 @@ def test_client_chat(httpserver: HTTPServer):
    json={
      'model': 'dummy',
      'messages': [{'role': 'user', 'content': 'Why is the sky blue?'}],
+      'tools': [],
      'stream': False,
      'format': '',
      'options': {},
@@ -73,6 +74,7 @@ def test_client_chat_stream(httpserver: HTTPServer):
    json={
      'model': 'dummy',
      'messages': [{'role': 'user', 'content': 'Why is the sky blue?'}],
+      'tools': [],
      'stream': True,
      'format': '',
      'options': {},
@@ -102,6 +104,7 @@ def test_client_chat_images(httpserver: HTTPServer):
          'images': ['iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAIAAACQd1PeAAAADElEQVR4nGNgYGAAAAAEAAH2FzhVAAAAAElFTkSuQmCC'],
        },
      ],
+      'tools': [],
      'stream': False,
      'format': '',
      'options': {},
@@ -134,6 +137,7 @@ def test_client_generate(httpserver: HTTPServer):
    json={
      'model': 'dummy',
      'prompt': 'Why is the sky blue?',
+      'suffix': '',
      'system': '',
      'template': '',
      'context': [],
@@ -179,6 +183,7 @@ def test_client_generate_stream(httpserver: HTTPServer):
    json={
      'model': 'dummy',
      'prompt': 'Why is the sky blue?',
+      'suffix': '',
      'system': '',
      'template': '',
      'context': [],
@@ -207,6 +212,7 @@ def test_client_generate_images(httpserver: HTTPServer):
    json={
      'model': 'dummy',
      'prompt': 'Why is the sky blue?',
+      'suffix': '',
      'system': '',
      'template': '',
      'context': [],
@@ -334,6 +340,7 @@ def test_client_create_path(httpserver: HTTPServer):
      'name': 'dummy',
      'modelfile': 'FROM @sha256:e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855\n',
      'stream': False,
+      'quantize': None,
    },
  ).respond_with_json({})

@@ -357,6 +364,7 @@ def test_client_create_path_relative(httpserver: HTTPServer):
      'name': 'dummy',
      'modelfile': 'FROM @sha256:e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855\n',
      'stream': False,
+      'quantize': None,
    },
  ).respond_with_json({})

@@ -389,6 +397,7 @@ def test_client_create_path_user_home(httpserver: HTTPServer, userhomedir):
      'name': 'dummy',
      'modelfile': 'FROM @sha256:e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855\n',
      'stream': False,
+      'quantize': None,
    },
  ).respond_with_json({})

@@ -412,6 +421,7 @@ def test_client_create_modelfile(httpserver: HTTPServer):
      'name': 'dummy',
      'modelfile': 'FROM @sha256:e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855\n',
      'stream': False,
+      'quantize': None,
    },
  ).respond_with_json({})

@@ -442,6 +452,7 @@ PARAMETER stop [/INST]
 PARAMETER stop <<SYS>>
 PARAMETER stop <</SYS>>''',
      'stream': False,
+      'quantize': None,
    },
  ).respond_with_json({})

@@ -478,6 +489,7 @@ def test_client_create_from_library(httpserver: HTTPServer):
      'name': 'dummy',
      'modelfile': 'FROM llama2',
      'stream': False,
+      'quantize': None,
    },
  ).respond_with_json({})

@@ -516,6 +528,7 @@ async def test_async_client_chat(httpserver: HTTPServer):
    json={
      'model': 'dummy',
      'messages': [{'role': 'user', 'content': 'Why is the sky blue?'}],
+      'tools': [],
      'stream': False,
      'format': '',
      'options': {},
@@ -554,6 +567,7 @@ async def test_async_client_chat_stream(httpserver: HTTPServer):
    json={
      'model': 'dummy',
      'messages': [{'role': 'user', 'content': 'Why is the sky blue?'}],
+      'tools': [],
      'stream': True,
      'format': '',
      'options': {},
@@ -584,6 +598,7 @@ async def test_async_client_chat_images(httpserver: HTTPServer):
          'images': ['iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAIAAACQd1PeAAAADElEQVR4nGNgYGAAAAAEAAH2FzhVAAAAAElFTkSuQmCC'],
        },
      ],
+      'tools': [],
      'stream': False,
      'format': '',
      'options': {},
@@ -607,6 +622,7 @@ async def test_async_client_generate(httpserver: HTTPServer):
    json={
      'model': 'dummy',
      'prompt': 'Why is the sky blue?',
+      'suffix': '',
      'system': '',
      'template': '',
      'context': [],
@@ -647,6 +663,7 @@ async def test_async_client_generate_stream(httpserver: HTTPServer):
    json={
      'model': 'dummy',
      'prompt': 'Why is the sky blue?',
+      'suffix': '',
      'system': '',
      'template': '',
      'context': [],
@@ -676,6 +693,7 @@ async def test_async_client_generate_images(httpserver: HTTPServer):
    json={
      'model': 'dummy',
      'prompt': 'Why is the sky blue?',
+      'suffix': '',
      'system': '',
      'template': '',
      'context': [],
@@ -798,6 +816,7 @@ async def test_async_client_create_path(httpserver: HTTPServer):
      'name': 'dummy',
      'modelfile': 'FROM @sha256:e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855\n',
      'stream': False,
+      'quantize': None,
    },
  ).respond_with_json({})

@@ -822,6 +841,7 @@ async def test_async_client_create_path_relative(httpserver: HTTPServer):
      'name': 'dummy',
      'modelfile': 'FROM @sha256:e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855\n',
      'stream': False,
+      'quantize': None,
    },
  ).respond_with_json({})

@@ -846,6 +866,7 @@ async def test_async_client_create_path_user_home(httpserver: HTTPServer, userho
      'name': 'dummy',
      'modelfile': 'FROM @sha256:e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855\n',
      'stream': False,
+      'quantize': None,
    },
  ).respond_with_json({})

@@ -870,6 +891,7 @@ async def test_async_client_create_modelfile(httpserver: HTTPServer):
      'name': 'dummy',
      'modelfile': 'FROM @sha256:e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855\n',
      'stream': False,
+      'quantize': None,
    },
  ).respond_with_json({})

@@ -901,6 +923,7 @@ PARAMETER stop [/INST]
 PARAMETER stop <<SYS>>
 PARAMETER stop <</SYS>>''',
      'stream': False,
+      'quantize': None,
    },
  ).respond_with_json({})

@@ -938,6 +961,7 @@ async def test_async_client_create_from_library(httpserver: HTTPServer):
      'name': 'dummy',
      'modelfile': 'FROM llama2',
      'stream': False,
+      'quantize': None,
    },
  ).respond_with_json({})
Author	SHA1	Message	Date
dependabot[bot]	89e8b74f1e	Merge pull request #267 from ollama/dependabot/pip/ruff-0.6.3	2024-08-30 16:15:14 +00:00
Oscar Neira	81edab1b64	_stream in async client raises RuntimeError processing HTTP errors (#266 ) Fixes a bug processing errors in async client. When response in _stream has an HTTP error, the process raises a RuntimeError("Attempted to call a sync iterator on an async stream.") due to use of e.response.read() instead of await e.response.aread()	2024-08-29 16:45:57 -07:00
dependabot[bot]	5f51129d25	Bump ruff from 0.6.2 to 0.6.3 Bumps [ruff](https://github.com/astral-sh/ruff) from 0.6.2 to 0.6.3. - [Release notes](https://github.com/astral-sh/ruff/releases) - [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md) - [Commits](https://github.com/astral-sh/ruff/compare/0.6.2...0.6.3) --- updated-dependencies: - dependency-name: ruff dependency-type: direct:development update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] <support@github.com>	2024-08-29 22:46:47 +00:00
Johannes Binder	d98f646929	IPv6 support (#262 ) * Support IPv6 host addresses * Add missing tests * Integrate feedback review to make it generally more stable and remove redundancies * Remove unused import * Fix formatting	2024-08-27 16:51:14 -07:00
dependabot[bot]	981015cfb8	Merge pull request #261 from ollama/dependabot/pip/ruff-0.6.2	2024-08-27 23:26:36 +00:00
dependabot[bot]	9c34d810ab	Bump ruff from 0.5.5 to 0.6.2 Bumps [ruff](https://github.com/astral-sh/ruff) from 0.5.5 to 0.6.2. - [Release notes](https://github.com/astral-sh/ruff/releases) - [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md) - [Commits](https://github.com/astral-sh/ruff/compare/0.5.5...0.6.2) --- updated-dependencies: - dependency-name: ruff dependency-type: direct:development update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] <support@github.com>	2024-08-27 23:24:40 +00:00
dependabot[bot]	9f2832d2ed	Merge pull request #260 from ollama/dependabot/pip/pytest-asyncio-0.24.0	2024-08-27 23:23:43 +00:00
dependabot[bot]	e220e46320	Merge pull request #252 from ollama/dependabot/pip/pytest-httpserver-1.1.0	2024-08-27 23:23:40 +00:00
Ben Plunkert	dfdeb7cef3	Add URL path to client URL in in Client._parse_host() (#170 ) * Add URL path to client URL in in Client._parse_host() * add tests for url path * improve URL path handling * restore trailing space * remove extraneous path assignment * Fix url path test Co-authored-by: Michael Yang <mxyng@pm.me> --------- Co-authored-by: Ben Plunkert <ben@plunkert.com> Co-authored-by: Michael Yang <mxyng@pm.me>	2024-08-23 13:09:45 -07:00
dependabot[bot]	9e6726e28a	Bump pytest-asyncio from 0.23.8 to 0.24.0 Bumps [pytest-asyncio](https://github.com/pytest-dev/pytest-asyncio) from 0.23.8 to 0.24.0. - [Release notes](https://github.com/pytest-dev/pytest-asyncio/releases) - [Commits](https://github.com/pytest-dev/pytest-asyncio/compare/v0.23.8...v0.24.0) --- updated-dependencies: - dependency-name: pytest-asyncio dependency-type: direct:development update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] <support@github.com>	2024-08-22 22:49:36 +00:00
dependabot[bot]	10d0ff2b3a	Bump pytest-httpserver from 1.0.12 to 1.1.0 Bumps [pytest-httpserver](https://github.com/csernazs/pytest-httpserver) from 1.0.12 to 1.1.0. - [Release notes](https://github.com/csernazs/pytest-httpserver/releases) - [Changelog](https://github.com/csernazs/pytest-httpserver/blob/master/CHANGES.rst) - [Commits](https://github.com/csernazs/pytest-httpserver/compare/1.0.12...1.1.0) --- updated-dependencies: - dependency-name: pytest-httpserver dependency-type: direct:development update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] <support@github.com>	2024-08-12 22:13:10 +00:00
Denis Shulyaka	8b694bb0f4	Update `Message` annotations to support tool calls (#227 )	2024-07-29 10:39:09 -07:00
Jeel Rupapara	cbf0887573	fix: update name of toolcallfunction parameter (#236 )	2024-07-29 10:33:24 -07:00
dependabot[bot]	cd4fbfc2bc	Merge pull request #224 from ollama/dependabot/pip/pytest-httpserver-1.0.12	2024-07-29 16:56:39 +00:00
dependabot[bot]	d2da64f253	Merge pull request #230 from ollama/dependabot/pip/ruff-0.5.5	2024-07-29 16:55:56 +00:00
dependabot[bot]	ae2bdbf3cd	Merge pull request #231 from ollama/dependabot/pip/pytest-8.3.2	2024-07-29 16:55:19 +00:00
Jeffrey Morgan	60d292a98d	update to `llama3.1` (#237 )	2024-07-29 09:55:02 -07:00
dependabot[bot]	ab7e600b95	Bump pytest from 8.2.2 to 8.3.2 Bumps [pytest](https://github.com/pytest-dev/pytest) from 8.2.2 to 8.3.2. - [Release notes](https://github.com/pytest-dev/pytest/releases) - [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst) - [Commits](https://github.com/pytest-dev/pytest/compare/8.2.2...8.3.2) --- updated-dependencies: - dependency-name: pytest dependency-type: direct:development update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] <support@github.com>	2024-07-25 22:57:09 +00:00
dependabot[bot]	8e3a8febba	Bump ruff from 0.5.2 to 0.5.5 Bumps [ruff](https://github.com/astral-sh/ruff) from 0.5.2 to 0.5.5. - [Release notes](https://github.com/astral-sh/ruff/releases) - [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md) - [Commits](https://github.com/astral-sh/ruff/compare/0.5.2...0.5.5) --- updated-dependencies: - dependency-name: ruff dependency-type: direct:development update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] <support@github.com>	2024-07-25 22:56:58 +00:00
dependabot[bot]	6025c360da	Bump pytest-httpserver from 1.0.10 to 1.0.12 Bumps [pytest-httpserver](https://github.com/csernazs/pytest-httpserver) from 1.0.10 to 1.0.12. - [Release notes](https://github.com/csernazs/pytest-httpserver/releases) - [Changelog](https://github.com/csernazs/pytest-httpserver/blob/master/CHANGES.rst) - [Commits](https://github.com/csernazs/pytest-httpserver/compare/1.0.10...1.0.12) --- updated-dependencies: - dependency-name: pytest-httpserver dependency-type: direct:development update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] <support@github.com>	2024-07-22 22:32:00 +00:00
dependabot[bot]	f62eb97a4a	Merge pull request #217 from ollama/dependabot/pip/pytest-asyncio-0.23.8	2024-07-18 18:32:48 +00:00
dependabot[bot]	b498ab3451	Merge pull request #211 from ollama/dependabot/pip/ruff-0.5.2	2024-07-18 18:32:37 +00:00
dependabot[bot]	a49c9860b1	Merge pull request #203 from ollama/dependabot/pip/pillow-10.4.0	2024-07-18 18:32:29 +00:00
royjhan	33c4b61ff9	add insert support to generate endpoint (#215 ) * add suffix * update fill-in-the-middle example * keep example * lint * variables	2024-07-18 11:04:17 -07:00
royjhan	b0ea6d9e44	Support `api/embed` (#208 ) * api/embed * api/embed * api/embed * rm legacy	2024-07-18 10:40:30 -07:00
dependabot[bot]	2cb796cbf5	Bump pytest-asyncio from 0.23.7 to 0.23.8 Bumps [pytest-asyncio](https://github.com/pytest-dev/pytest-asyncio) from 0.23.7 to 0.23.8. - [Release notes](https://github.com/pytest-dev/pytest-asyncio/releases) - [Commits](https://github.com/pytest-dev/pytest-asyncio/compare/v0.23.7...v0.23.8) --- updated-dependencies: - dependency-name: pytest-asyncio dependency-type: direct:development update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] <support@github.com>	2024-07-17 22:08:29 +00:00
Josh	359c63daa7	integrate tool calls (#213 )	2024-07-17 09:40:49 -07:00
dependabot[bot]	222c2079c2	Bump ruff from 0.4.7 to 0.5.2 Bumps [ruff](https://github.com/astral-sh/ruff) from 0.4.7 to 0.5.2. - [Release notes](https://github.com/astral-sh/ruff/releases) - [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md) - [Commits](https://github.com/astral-sh/ruff/compare/v0.4.7...0.5.2) --- updated-dependencies: - dependency-name: ruff dependency-type: direct:development update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] <support@github.com>	2024-07-15 22:25:20 +00:00
dependabot[bot]	49568d5e85	Bump pillow from 10.3.0 to 10.4.0 Bumps [pillow](https://github.com/python-pillow/Pillow) from 10.3.0 to 10.4.0. - [Release notes](https://github.com/python-pillow/Pillow/releases) - [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst) - [Commits](https://github.com/python-pillow/Pillow/compare/10.3.0...10.4.0) --- updated-dependencies: - dependency-name: pillow dependency-type: direct:development update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] <support@github.com>	2024-07-01 23:00:03 +00:00
Jeffrey Morgan	1a15742705	Update README.md	2024-06-21 22:00:54 -04:00
royjhan	ce56f279e8	Add type overloads to methods (#181 ) * Add type overloads for chat() method in _client.py * Overloading * Fix Overload Overlap * Fix async chat * Lint * Reverse --------- Co-authored-by: Simon Ottenhaus <simon.ottenhaus@kenbun.de>	2024-06-19 16:10:44 -07:00
royjhan	982d65fea0	Simple Example (#179 )	2024-06-18 13:23:07 -07:00
Michael Yang	d25c4aa1cf	Merge pull request #129 from davep/mark-as-typed Add py.typed to mark the library as typed	2024-06-05 11:59:39 -07:00
Dave Pearson	fa7bf7cbd1	Revert explicit inclusion of py.typed	2024-06-05 19:43:37 +01:00
dependabot[bot]	04d102b406	Merge pull request #178 from ollama/dependabot/pip/pytest-8.2.2	2024-06-05 18:36:42 +00:00
Michael Yang	57c597b60e	Merge pull request #158 from tillfalko/main Avoid side effects if chat message contains images	2024-06-05 11:28:41 -07:00
dependabot[bot]	74db547ca4	Merge pull request #162 from ollama/dependabot/pip/pytest-asyncio-0.23.7	2024-06-05 18:13:54 +00:00
royjhan	d5316d023a	Python API PS (#177 ) * Python API PS * PS Rename * Readme	2024-06-05 11:12:32 -07:00
dependabot[bot]	14d7f8c1b7	Merge pull request #172 from ollama/dependabot/pip/ruff-0.4.7	2024-06-05 18:10:23 +00:00
dependabot[bot]	b45848a9cf	Bump pytest from 8.2.0 to 8.2.2 Bumps [pytest](https://github.com/pytest-dev/pytest) from 8.2.0 to 8.2.2. - [Release notes](https://github.com/pytest-dev/pytest/releases) - [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst) - [Commits](https://github.com/pytest-dev/pytest/compare/8.2.0...8.2.2) --- updated-dependencies: - dependency-name: pytest dependency-type: direct:development update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] <support@github.com>	2024-06-04 22:21:10 +00:00
dependabot[bot]	4fb909db7b	Bump ruff from 0.4.3 to 0.4.7 Bumps [ruff](https://github.com/astral-sh/ruff) from 0.4.3 to 0.4.7. - [Release notes](https://github.com/astral-sh/ruff/releases) - [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md) - [Commits](https://github.com/astral-sh/ruff/compare/v0.4.3...v0.4.7) --- updated-dependencies: - dependency-name: ruff dependency-type: direct:development update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] <support@github.com>	2024-05-31 22:22:27 +00:00
dependabot[bot]	0824044330	--- updated-dependencies: - dependency-name: pytest-asyncio dependency-type: direct:development update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] <support@github.com>	2024-05-20 22:48:40 +00:00
tillfalko	0f8c20a596	Avoid side effects if chat message contains images	2024-05-18 16:48:53 +02:00
Michael Yang	cb81f522b0	Merge pull request #154 from ollama/done-reason add done reason to generate type responses	2024-05-10 14:22:03 -07:00
Michael Yang	5dc857ea66	Merge pull request #150 from ollama/mxyng/quantization add quantization to create requests	2024-05-10 14:11:38 -07:00
Michael Yang	309007da80	add quantization to create requests	2024-05-10 14:10:37 -07:00
Michael Yang	3b69774f22	Merge pull request #152 from ollama/mxyng/rm-options remove old options	2024-05-10 14:09:46 -07:00
Bruce MacDonald	eaab4778c7	add done reason to generate type responses	2024-05-09 16:47:56 -07:00
Michael Yang	96214c0ffe	remove old options	2024-05-09 09:19:35 -07:00
Michael Yang	00eafed0fa	Merge pull request #135 from veinkr/main Update README.md link still point legacy url	2024-05-08 13:13:15 -07:00
Michael Yang	a8cb34e0ec	Merge pull request #138 from TitanStar73/patch-1 Update README.md	2024-05-08 13:13:06 -07:00
dependabot[bot]	2b66adebef	Merge pull request #140 from ollama/dependabot/pip/pytest-8.2.0	2024-05-08 20:10:43 +00:00
Michael Yang	cc1fca067b	Merge pull request #145 from jingfelix/fix/async-client-embed-annotation fix: annotation in AsyncClient.embedding	2024-05-08 13:10:28 -07:00
dependabot[bot]	8b91188f66	Merge pull request #148 from ollama/dependabot/pip/ruff-0.4.3	2024-05-08 20:08:56 +00:00
Michael Yang	85f526353a	Merge pull request #45 from adriens/patch-1 doc(README) : add prerequisites	2024-05-08 13:08:37 -07:00
dependabot[bot]	5cf83dcda8	Bump ruff from 0.4.1 to 0.4.3 Bumps [ruff](https://github.com/astral-sh/ruff) from 0.4.1 to 0.4.3. - [Release notes](https://github.com/astral-sh/ruff/releases) - [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md) - [Commits](https://github.com/astral-sh/ruff/compare/v0.4.1...v0.4.3) --- updated-dependencies: - dependency-name: ruff dependency-type: direct:development update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] <support@github.com>	2024-05-06 22:56:17 +00:00
jingfelix	2ac751fb79	fix: annotation in AsyncClient.embedding Signed-off-by: jingfelix <jingfelix@outlook.com>	2024-05-03 16:29:03 +08:00
Dave Pearson	c4931b202d	Ensure that py.typed gets packaged and distributed	2024-04-30 18:19:08 +01:00
dependabot[bot]	30f762ae77	Bump pytest from 8.1.1 to 8.2.0 Bumps [pytest](https://github.com/pytest-dev/pytest) from 8.1.1 to 8.2.0. - [Release notes](https://github.com/pytest-dev/pytest/releases) - [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst) - [Commits](https://github.com/pytest-dev/pytest/compare/8.1.1...8.2.0) --- updated-dependencies: - dependency-name: pytest dependency-type: direct:development update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] <support@github.com>	2024-04-29 22:54:49 +00:00
TitanStar73	e5c4799650	Update README.md Changing all demo code to use llama3 instead of llama2	2024-04-28 18:51:00 +05:30
Demon Finch	fed2b2ee02	Update README.md link still point legacy url	2024-04-27 13:07:34 +08:00
dependabot[bot]	e403d748a3	Merge pull request #110 from ollama/dependabot/pip/pillow-10.3.0	2024-04-25 18:07:11 +00:00
Dave Pearson	30090c5508	Add py.typed to mark the library as typed Removes an error like this: error: Skipping analyzing "ollama": module is installed, but missing library stubs or py.typed marker [import-untyped] when running mypy over code that uses the library.	2024-04-25 10:51:30 +01:00
dependabot[bot]	e1b0600088	Bump pillow from 10.2.0 to 10.3.0 Bumps [pillow](https://github.com/python-pillow/Pillow) from 10.2.0 to 10.3.0. - [Release notes](https://github.com/python-pillow/Pillow/releases) - [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst) - [Commits](https://github.com/python-pillow/Pillow/compare/10.2.0...10.3.0) --- updated-dependencies: - dependency-name: pillow dependency-type: direct:development update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] <support@github.com>	2024-04-25 00:14:28 +00:00
dependabot[bot]	029b080c4c	Merge pull request #124 from ollama/dependabot/pip/ruff-0.4.1	2024-04-25 00:13:33 +00:00
Michael Yang	5b94a8d872	Merge pull request #118 from DSLstandard/fix-content-check fix 'content' check on messages in chat()	2024-04-24 17:12:41 -07:00
Michael Yang	d38fe129c3	Merge pull request #114 from N-Vlahovic/n-vlahovic/20240405-annotation-fix modified embeddings return annotation	2024-04-24 17:11:22 -07:00
dependabot[bot]	426b30e9ed	Bump ruff from 0.3.4 to 0.4.1 Bumps [ruff](https://github.com/astral-sh/ruff) from 0.3.4 to 0.4.1. - [Release notes](https://github.com/astral-sh/ruff/releases) - [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md) - [Commits](https://github.com/astral-sh/ruff/compare/v0.3.4...v0.4.1) --- updated-dependencies: - dependency-name: ruff dependency-type: direct:development update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] <support@github.com>	2024-04-19 22:30:57 +00:00
DSLstandard	dc9543ba5f	fix 'content' check on messages in chat()	2024-04-15 20:39:49 +08:00
Niko	42f9f70bae	modified embeddings return annotation	2024-04-05 11:56:16 +02:00
Jeffrey Morgan	2fde317490	Update README.md	2024-04-04 18:25:24 -07:00
dependabot[bot]	7201dcbbd3	Merge pull request #107 from ollama/dependabot/pip/pytest-8.1.1	2024-03-28 16:14:51 +00:00
dependabot[bot]	dfa5b12061	Bump pytest from 7.4.4 to 8.1.1 Bumps [pytest](https://github.com/pytest-dev/pytest) from 7.4.4 to 8.1.1. - [Release notes](https://github.com/pytest-dev/pytest/releases) - [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst) - [Commits](https://github.com/pytest-dev/pytest/compare/7.4.4...8.1.1) --- updated-dependencies: - dependency-name: pytest dependency-type: direct:development update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] <support@github.com>	2024-03-28 00:20:49 +00:00
dependabot[bot]	f5a8ec3272	Merge pull request #106 from ollama/dependabot/pip/ruff-0.3.4	2024-03-28 00:19:36 +00:00
dependabot[bot]	3c9ba8cf2e	Bump ruff from 0.1.15 to 0.3.4 Bumps [ruff](https://github.com/astral-sh/ruff) from 0.1.15 to 0.3.4. - [Release notes](https://github.com/astral-sh/ruff/releases) - [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md) - [Commits](https://github.com/astral-sh/ruff/compare/v0.1.15...v0.3.4) --- updated-dependencies: - dependency-name: ruff dependency-type: direct:development update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] <support@github.com>	2024-03-27 18:02:04 +00:00
dependabot[bot]	768c559094	Merge pull request #105 from ollama/dependabot/pip/pytest-cov-5.0.0	2024-03-27 18:00:56 +00:00
dependabot[bot]	44126e5a37	Merge pull request #104 from ollama/dependabot/github_actions/actions/upload-artifact-4	2024-03-27 18:00:10 +00:00
dependabot[bot]	841595aed1	Bump pytest-cov from 4.1.0 to 5.0.0 Bumps [pytest-cov](https://github.com/pytest-dev/pytest-cov) from 4.1.0 to 5.0.0. - [Changelog](https://github.com/pytest-dev/pytest-cov/blob/master/CHANGELOG.rst) - [Commits](https://github.com/pytest-dev/pytest-cov/compare/v4.1.0...v5.0.0) --- updated-dependencies: - dependency-name: pytest-cov dependency-type: direct:development update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] <support@github.com>	2024-03-27 17:59:53 +00:00
dependabot[bot]	281e149001	Bump actions/upload-artifact from 3 to 4 Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 3 to 4. - [Release notes](https://github.com/actions/upload-artifact/releases) - [Commits](https://github.com/actions/upload-artifact/compare/v3...v4) --- updated-dependencies: - dependency-name: actions/upload-artifact dependency-type: direct:production update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] <support@github.com>	2024-03-27 17:59:04 +00:00
Michael Yang	9c4a87c90b	Merge pull request #103 from ollama/dependabot add dependabot	2024-03-27 18:58:12 +01:00
Michael Yang	adcae4ce25	add dependabot	2024-03-27 10:53:32 -07:00
SALES	e28f43f892	Update README.md cf https://github.com/ollama/ollama-python/pull/45#issuecomment-1942447161	2024-02-16 07:02:48 +11:00
SALES	70e376368f	Update README.md Co-authored-by: Michael Esteban <mickel13@gmail.com>	2024-02-02 07:56:27 +11:00
SALES	09ae36a0f9	doc(README) : add prerequisites	2024-01-31 21:13:54 +11:00