types: allow items and defs for tools (#501)

Modify the names and links of the Multimodal with Images

.github/workflows/test.yaml

@@ -1,10 +1,10 @@
 name: test
 
 on:
+  push:
+    branches:
+      - main
   pull_request:
-    paths-ignore:
-      - 'examples/**'
-      - '**/README.md'
 
 jobs:
   test:
@@ -20,17 +20,27 @@ jobs:
           python-version: ${{ matrix.python-version }}
           cache: poetry
       - run: poetry install --with=dev
+      - run: poetry run pytest . --junitxml=junit/test-results-${{ matrix.python-version }}.xml --cov=ollama --cov-report=xml --cov-report=html
+      - uses: actions/upload-artifact@v4
+        with:
+          name: pytest-results-${{ matrix.python-version }}
+          path: junit/test-results-${{ matrix.python-version }}.xml
+        if: ${{ always() }}
+  lint:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - run: pipx install poetry
+      - uses: actions/setup-python@v5
+        with:
+          python-version: "3.13"
+          cache: poetry
+      - run: poetry install --with=dev
       - run: poetry run ruff check --output-format=github .
       - run: poetry run ruff format --check .
-      - run: poetry run pytest . --junitxml=junit/test-results-${{ matrix.python-version }}.xml --cov=ollama --cov-report=xml --cov-report=html
       - name: check poetry.lock is up-to-date
         run: poetry check --lock
       - name: check requirements.txt is up-to-date
         run: |
           poetry export >requirements.txt
           git diff --exit-code requirements.txt
-      - uses: actions/upload-artifact@v4
-        with:
-          name: pytest-results-${{ matrix.python-version }}
-          path: junit/test-results-${{ matrix.python-version }}.xml
-        if: ${{ always() }}

README.md

@@ -129,12 +129,7 @@ ollama.show('llama3.2')
 ### Create
 
 ```python
-modelfile='''
-FROM llama3.2
-SYSTEM You are mario from super mario bros.
-'''
-
-ollama.create(model='example', modelfile=modelfile)
+ollama.create(model='example', from_='llama3.2', system="You are Mario from Super Mario Bros.")
 ```
 
 ### Copy

SECURITY.md

@@ -0,0 +1,25 @@
+# Security
+
+The Ollama maintainer team takes security seriously and will actively work to resolve security issues.
+
+## Reporting a vulnerability
+
+If you discover a security vulnerability, please do not open a public issue. Instead, please report it by emailing hello@ollama.com. We ask that you give us sufficient time to investigate and address the vulnerability before disclosing it publicly.
+
+Please include the following details in your report:
+- A description of the vulnerability
+- Steps to reproduce the issue
+- Your assessment of the potential impact
+- Any possible mitigations
+
+## Security best practices
+
+While the maintainer team does their best to secure Ollama, users are encouraged to implement their own security best practices, such as:
+
+- Regularly updating to the latest version of Ollama
+- Securing access to hosted instances of Ollama
+- Monitoring systems for unusual activity
+
+## Contact
+
+For any other questions or concerns related to security, please contact us at hello@ollama.com

examples/README.md

@@ -6,6 +6,8 @@ Run the examples in this directory with:
 python3 examples/<example>.py
 ```
 
+See [ollama/docs/api.md](https://github.com/ollama/ollama/blob/main/docs/api.md) for full API documentation
+
 ### Chat - Chat with a model
 - [chat.py](chat.py)
 - [async-chat.py](async-chat.py)
@@ -26,8 +28,8 @@ python3 examples/<example>.py
 
 
 ### Multimodal with Images - Chat with a multimodal (image chat) model
-- [multimodal_chat.py](multimodal_chat.py)
-- [multimodal_generate.py](multimodal_generate.py)
+- [multimodal-chat.py](multimodal-chat.py)
+- [multimodal-generate.py](multimodal-generate.py)
 
 
 ### Structured Outputs - Generate structured outputs with a model
@@ -50,12 +52,8 @@ Requirement: `pip install tqdm`
 
 
 ### Ollama Create - Create a model from a Modelfile
-```python
-python create.py <model> <modelfile>
-```
 - [create.py](create.py) 
 
-See [ollama/docs/modelfile.md](https://github.com/ollama/ollama/blob/main/docs/modelfile.md) for more information on the Modelfile format.
 
 
 ### Ollama Embed - Generate embeddings with a model

examples/async-chat.py

@@ -1,4 +1,5 @@
 import asyncio
+
 from ollama import AsyncClient
 
 

examples/async-generate.py

@@ -1,4 +1,5 @@
 import asyncio
+
 import ollama
 
 

examples/async-structured-outputs.py

@@ -1,7 +1,9 @@
-from pydantic import BaseModel
-from ollama import AsyncClient
 import asyncio
 
+from pydantic import BaseModel
+
+from ollama import AsyncClient
+
 
 # Define the schema for the response
 class FriendInfo(BaseModel):

examples/async-tools.py

@@ -1,6 +1,7 @@
 import asyncio
-from ollama import ChatResponse
+
 import ollama
+from ollama import ChatResponse
 
 
 def add_two_numbers(a: int, b: int) -> int:

examples/chat-stream.py

@@ -1,6 +1,5 @@
 from ollama import chat
 
-
 messages = [
   {
     'role': 'user',

examples/chat-with-history.py

@@ -1,6 +1,5 @@
 from ollama import chat
 
-
 messages = [
   {
     'role': 'user',

examples/create.py

@@ -1,30 +1,10 @@
-import sys
+from ollama import Client
 
-from ollama import create
-
-
-args = sys.argv[1:]
-if len(args) == 2:
-  # create from local file
-  path = args[1]
-else:
-  print('usage: python create.py <name> <filepath>')
-  sys.exit(1)
-
-# TODO: update to real Modelfile values
-modelfile = f"""
-FROM {path}
-"""
-example_modelfile = """
-FROM llama3.2
-# sets the temperature to 1 [higher is more creative, lower is more coherent]
-PARAMETER temperature 1
-# sets the context window size to 4096, this controls how many tokens the LLM can use as context to generate the next token
-PARAMETER num_ctx 4096
-
-# sets a custom system message to specify the behavior of the chat assistant
-SYSTEM You are Mario from super mario bros, acting as an assistant.
-"""
-
-for response in create(model=args[0], modelfile=modelfile, stream=True):
-  print(response['status'])
+client = Client()
+response = client.create(
+  model='my-assistant',
+  from_='llama3.2',
+  system='You are mario from Super Mario Bros.',
+  stream=False,
+)
+print(response.status)

examples/generate-stream.py

@@ -1,5 +1,4 @@
 from ollama import generate
 
-
 for part in generate('llama3.2', 'Why is the sky blue?', stream=True):
   print(part['response'], end='', flush=True)

examples/generate.py

@@ -1,5 +1,4 @@
 from ollama import generate
 
-
 response = generate('llama3.2', 'Why is the sky blue?')
 print(response['response'])

examples/list.py

@@ -1,5 +1,4 @@
-from ollama import list
-from ollama import ListResponse
+from ollama import ListResponse, list
 
 response: ListResponse = list()
 

examples/multimodal-chat.py

@@ -1,4 +1,5 @@
 from ollama import chat
+
 # from pathlib import Path
 
 # Pass in the path to the image

examples/multimodal-generate.py

@@ -1,10 +1,10 @@
-import sys
 import random
+import sys
+
 import httpx
 
 from ollama import generate
 
-
 latest = httpx.get('https://xkcd.com/info.0.json')
 latest.raise_for_status()
 

examples/ps.py

@@ -1,5 +1,4 @@
-from ollama import ps, pull, chat
-from ollama import ProcessResponse
+from ollama import ProcessResponse, chat, ps, pull
 
 # Ensure at least one model is loaded
 response = pull('llama3.2', stream=True)

examples/pull.py

@@ -1,6 +1,6 @@
 from tqdm import tqdm
-from ollama import pull
 
+from ollama import pull
 
 current_digest, bars = '', {}
 for progress in pull('llama3.2', stream=True):

examples/structured-outputs-image.py

@@ -1,6 +1,8 @@
 from pathlib import Path
-from pydantic import BaseModel
 from typing import Literal
+
+from pydantic import BaseModel
+
 from ollama import chat
 
 

examples/structured-outputs.py

@@ -1,6 +1,7 @@
-from ollama import chat
 from pydantic import BaseModel
 
+from ollama import chat
+
 
 # Define the schema for the response
 class FriendInfo(BaseModel):

examples/tools.py

@@ -1,5 +1,4 @@
-from ollama import chat
-from ollama import ChatResponse
+from ollama import ChatResponse, chat
 
 
 def add_two_numbers(a: int, b: int) -> int:
@@ -13,14 +12,19 @@ def add_two_numbers(a: int, b: int) -> int:
   Returns:
     int: The sum of the two numbers
   """
-  return a + b
+
+  # The cast is necessary as returned tool call arguments don't always conform exactly to schema
+  # E.g. this would prevent "what is 30 + 12" to produce '3012' instead of 42
+  return int(a) + int(b)
 
 
 def subtract_two_numbers(a: int, b: int) -> int:
   """
   Subtract two numbers
   """
-  return a - b
+
+  # The cast is necessary as returned tool call arguments don't always conform exactly to schema
+  return int(a) - int(b)
 
 
 # Tools can still be manually defined and passed into chat

ollama/__init__.py

@@ -1,40 +1,40 @@
-from ollama._client import Client, AsyncClient
+from ollama._client import AsyncClient, Client
 from ollama._types import (
-  Options,
-  Message,
-  Image,
-  Tool,
-  GenerateResponse,
   ChatResponse,
-  EmbedResponse,
   EmbeddingsResponse,
-  StatusResponse,
-  ProgressResponse,
+  EmbedResponse,
+  GenerateResponse,
+  Image,
   ListResponse,
-  ShowResponse,
+  Message,
+  Options,
   ProcessResponse,
+  ProgressResponse,
   RequestError,
   ResponseError,
+  ShowResponse,
+  StatusResponse,
+  Tool,
 )
 
 __all__ = [
-  'Client',
   'AsyncClient',
-  'Options',
-  'Message',
-  'Image',
-  'Tool',
-  'GenerateResponse',
   'ChatResponse',
+  'Client',
   'EmbedResponse',
   'EmbeddingsResponse',
-  'StatusResponse',
-  'ProgressResponse',
+  'GenerateResponse',
+  'Image',
   'ListResponse',
-  'ShowResponse',
+  'Message',
+  'Options',
   'ProcessResponse',
+  'ProgressResponse',
   'RequestError',
   'ResponseError',
+  'ShowResponse',
+  'StatusResponse',
+  'Tool',
 ]
 
 _client = Client()

ollama/_client.py

@@ -1,15 +1,17 @@
-import os
-import json
-import platform
 import ipaddress
+import json
+import os
+import platform
+import sys
 import urllib.parse
+from hashlib import sha256
 from os import PathLike
 from pathlib import Path
-from hashlib import sha256
-
 from typing import (
   Any,
   Callable,
+  Dict,
+  List,
   Literal,
   Mapping,
   Optional,
@@ -18,21 +20,16 @@ from typing import (
   TypeVar,
   Union,
   overload,
-  Dict,
-  List,
 )
 
-import sys
-
 from pydantic.json_schema import JsonSchemaValue
 
-
 from ollama._utils import convert_function_to_tool
 
 if sys.version_info < (3, 9):
-  from typing import Iterator, AsyncIterator
+  from typing import AsyncIterator, Iterator
 else:
-  from collections.abc import Iterator, AsyncIterator
+  from collections.abc import AsyncIterator, Iterator
 
 from importlib import metadata
 
@@ -46,13 +43,13 @@ import httpx
 from ollama._types import (
   ChatRequest,
   ChatResponse,
-  CreateRequest,
   CopyRequest,
+  CreateRequest,
   DeleteRequest,
-  EmbedRequest,
-  EmbedResponse,
   EmbeddingsRequest,
   EmbeddingsResponse,
+  EmbedRequest,
+  EmbedResponse,
   GenerateRequest,
   GenerateResponse,
   Image,
@@ -70,7 +67,6 @@ from ollama._types import (
   Tool,
 )
 
-
 T = TypeVar('T')
 
 
@@ -110,17 +106,22 @@ class BaseClient:
     )
 
 
+CONNECTION_ERROR_MESSAGE = 'Failed to connect to Ollama. Please check that Ollama is downloaded, running and accessible. https://ollama.com/download'
+
+
 class Client(BaseClient):
   def __init__(self, host: Optional[str] = None, **kwargs) -> None:
     super().__init__(httpx.Client, host, **kwargs)
 
   def _request_raw(self, *args, **kwargs):
-    r = self._client.request(*args, **kwargs)
     try:
+      r = self._client.request(*args, **kwargs)
       r.raise_for_status()
+      return r
     except httpx.HTTPStatusError as e:
       raise ResponseError(e.response.text, e.response.status_code) from None
-    return r
+    except httpx.ConnectError:
+      raise ConnectionError(CONNECTION_ERROR_MESSAGE) from None
 
   @overload
   def _request(
@@ -189,7 +190,7 @@ class Client(BaseClient):
     stream: Literal[False] = False,
     raw: bool = False,
     format: Optional[Union[Literal['', 'json'], JsonSchemaValue]] = None,
-    images: Optional[Sequence[Union[str, bytes]]] = None,
+    images: Optional[Sequence[Union[str, bytes, Image]]] = None,
     options: Optional[Union[Mapping[str, Any], Options]] = None,
     keep_alive: Optional[Union[float, str]] = None,
   ) -> GenerateResponse: ...
@@ -207,7 +208,7 @@ class Client(BaseClient):
     stream: Literal[True] = True,
     raw: bool = False,
     format: Optional[Union[Literal['', 'json'], JsonSchemaValue]] = None,
-    images: Optional[Sequence[Union[str, bytes]]] = None,
+    images: Optional[Sequence[Union[str, bytes, Image]]] = None,
     options: Optional[Union[Mapping[str, Any], Options]] = None,
     keep_alive: Optional[Union[float, str]] = None,
   ) -> Iterator[GenerateResponse]: ...
@@ -224,7 +225,7 @@ class Client(BaseClient):
     stream: bool = False,
     raw: Optional[bool] = None,
     format: Optional[Union[Literal['', 'json'], JsonSchemaValue]] = None,
-    images: Optional[Sequence[Union[str, bytes]]] = None,
+    images: Optional[Sequence[Union[str, bytes, Image]]] = None,
     options: Optional[Union[Mapping[str, Any], Options]] = None,
     keep_alive: Optional[Union[float, str]] = None,
   ) -> Union[GenerateResponse, Iterator[GenerateResponse]]:
@@ -558,7 +559,7 @@ class Client(BaseClient):
     digest = f'sha256:{sha256sum.hexdigest()}'
 
     with open(path, 'rb') as r:
-      self._request_raw('POST', f'/api/blobs/sha256:{digest}', content=r)
+      self._request_raw('POST', f'/api/blobs/{digest}', content=r)
 
     return digest
 
@@ -617,12 +618,14 @@ class AsyncClient(BaseClient):
     super().__init__(httpx.AsyncClient, host, **kwargs)
 
   async def _request_raw(self, *args, **kwargs):
-    r = await self._client.request(*args, **kwargs)
     try:
+      r = await self._client.request(*args, **kwargs)
       r.raise_for_status()
+      return r
     except httpx.HTTPStatusError as e:
       raise ResponseError(e.response.text, e.response.status_code) from None
-    return r
+    except httpx.ConnectError:
+      raise ConnectionError(CONNECTION_ERROR_MESSAGE) from None
 
   @overload
   async def _request(
@@ -691,7 +694,7 @@ class AsyncClient(BaseClient):
     stream: Literal[False] = False,
     raw: bool = False,
     format: Optional[Union[Literal['', 'json'], JsonSchemaValue]] = None,
-    images: Optional[Sequence[Union[str, bytes]]] = None,
+    images: Optional[Sequence[Union[str, bytes, Image]]] = None,
     options: Optional[Union[Mapping[str, Any], Options]] = None,
     keep_alive: Optional[Union[float, str]] = None,
   ) -> GenerateResponse: ...
@@ -709,7 +712,7 @@ class AsyncClient(BaseClient):
     stream: Literal[True] = True,
     raw: bool = False,
     format: Optional[Union[Literal['', 'json'], JsonSchemaValue]] = None,
-    images: Optional[Sequence[Union[str, bytes]]] = None,
+    images: Optional[Sequence[Union[str, bytes, Image]]] = None,
     options: Optional[Union[Mapping[str, Any], Options]] = None,
     keep_alive: Optional[Union[float, str]] = None,
   ) -> AsyncIterator[GenerateResponse]: ...
@@ -726,7 +729,7 @@ class AsyncClient(BaseClient):
     stream: bool = False,
     raw: Optional[bool] = None,
     format: Optional[Union[Literal['', 'json'], JsonSchemaValue]] = None,
-    images: Optional[Sequence[Union[str, bytes]]] = None,
+    images: Optional[Sequence[Union[str, bytes, Image]]] = None,
     options: Optional[Union[Mapping[str, Any], Options]] = None,
     keep_alive: Optional[Union[float, str]] = None,
   ) -> Union[GenerateResponse, AsyncIterator[GenerateResponse]]:

ollama/_types.py

@@ -1,11 +1,8 @@
 import json
 from base64 import b64decode, b64encode
-from pathlib import Path
 from datetime import datetime
-from typing import Any, Mapping, Optional, Union, Sequence, Dict, List
-
-from pydantic.json_schema import JsonSchemaValue
-from typing_extensions import Annotated, Literal
+from pathlib import Path
+from typing import Any, Dict, List, Mapping, Optional, Sequence, Union
 
 from pydantic import (
   BaseModel,
@@ -14,6 +11,8 @@ from pydantic import (
   Field,
   model_serializer,
 )
+from pydantic.json_schema import JsonSchemaValue
+from typing_extensions import Annotated, Literal
 
 
 class SubscriptableBaseModel(BaseModel):
@@ -257,7 +256,7 @@ class Message(SubscriptableBaseModel):
   Chat message.
   """
 
-  role: Literal['user', 'assistant', 'system', 'tool']
+  role: str
   "Assumed role of the message. Response messages has role 'assistant' or 'tool'."
 
   content: Optional[str] = None
@@ -308,14 +307,19 @@ class Tool(SubscriptableBaseModel):
     description: Optional[str] = None
 
     class Parameters(SubscriptableBaseModel):
+      model_config = ConfigDict(populate_by_name=True)
       type: Optional[Literal['object']] = 'object'
+      defs: Optional[Any] = Field(None, alias='$defs')
+      items: Optional[Any] = None
       required: Optional[Sequence[str]] = None
 
       class Property(SubscriptableBaseModel):
         model_config = ConfigDict(arbitrary_types_allowed=True)
 
-        type: Optional[str] = None
+        type: Optional[Union[str, Sequence[str]]] = None
+        items: Optional[Any] = None
         description: Optional[str] = None
+        enum: Optional[Sequence[Any]] = None
 
       properties: Optional[Mapping[str, Property]] = None
 
@@ -325,6 +329,15 @@ class Tool(SubscriptableBaseModel):
 
 
 class ChatRequest(BaseGenerateRequest):
+  @model_serializer(mode='wrap')
+  def serialize_model(self, nxt):
+    output = nxt(self)
+    if 'tools' in output and output['tools']:
+      for tool in output['tools']:
+        if 'function' in tool and 'parameters' in tool['function'] and 'defs' in tool['function']['parameters']:
+          tool['function']['parameters']['$defs'] = tool['function']['parameters'].pop('defs')
+    return output
+
   messages: Optional[Sequence[Union[Mapping[str, Any], Message]]] = None
   'Messages to chat with.'
 
@@ -536,3 +549,6 @@ class ResponseError(Exception):
 
     self.status_code = status_code
     'HTTP status code of the response.'
+
+  def __str__(self) -> str:
+    return f'{self.error} (status code: {self.status_code})'

ollama/_utils.py

@@ -1,10 +1,12 @@
 from __future__ import annotations
-from collections import defaultdict
+
 import inspect
-from typing import Callable, Union
 import re
+from collections import defaultdict
+from typing import Callable, Union
 
 import pydantic
+
 from ollama._types import Tool
 
 

poetry.lock

@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.1 and should not be changed by hand.
 
 [[package]]
 name = "annotated-types"
@@ -35,19 +35,19 @@ typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
 doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21.0b1)"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1) ; python_version >= \"3.10\"", "uvloop (>=0.21.0b1) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\""]
 trio = ["trio (>=0.26.1)"]
 
 [[package]]
 name = "certifi"
-version = "2024.8.30"
+version = "2025.1.31"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
 files = [
-    {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"},
-    {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
+    {file = "certifi-2025.1.31-py3-none-any.whl", hash = "sha256:ca78db4565a652026a4db2bcdf68f2fb589ea80d0be70e03929ed730746b84fe"},
+    {file = "certifi-2025.1.31.tar.gz", hash = "sha256:3d5da6925056f6f18f119200434a4780a94263f10d1c21d032a6f6b2baa20651"},
 ]
 
 [[package]]
@@ -149,7 +149,7 @@ files = [
 tomli = {version = "*", optional = true, markers = "python_full_version <= \"3.11.0a6\" and extra == \"toml\""}
 
 [package.extras]
-toml = ["tomli"]
+toml = ["tomli ; python_full_version <= \"3.11.0a6\""]
 
 [[package]]
 name = "exceptiongroup"
@@ -181,14 +181,14 @@ files = [
 
 [[package]]
 name = "httpcore"
-version = "1.0.6"
+version = "1.0.8"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "httpcore-1.0.6-py3-none-any.whl", hash = "sha256:27b59625743b85577a8c0e10e55b50b5368a4f2cfe8cc7bcfa9cf00829c2682f"},
-    {file = "httpcore-1.0.6.tar.gz", hash = "sha256:73f6dbd6eb8c21bbf7ef8efad555481853f5f6acdeaff1edb0694289269ee17f"},
+    {file = "httpcore-1.0.8-py3-none-any.whl", hash = "sha256:5254cf149bcb5f75e9d1b2b9f729ea4a4b883d1ad7379fc632b727cec23674be"},
+    {file = "httpcore-1.0.8.tar.gz", hash = "sha256:86e94505ed24ea06514883fd44d2bc02d90e77e7979c8eb71b90f41d364a1bad"},
 ]
 
 [package.dependencies]
@@ -203,14 +203,14 @@ trio = ["trio (>=0.22.0,<1.0)"]
 
 [[package]]
 name = "httpx"
-version = "0.27.2"
+version = "0.28.1"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "httpx-0.27.2-py3-none-any.whl", hash = "sha256:7bb2708e112d8fdd7829cd4243970f0c223274051cb35ee80c03301ee29a3df0"},
-    {file = "httpx-0.27.2.tar.gz", hash = "sha256:f7c2be1d2f3c3c3160d441802406b206c2b76f5947b11115e6df10c6c65e66c2"},
+    {file = "httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad"},
+    {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"},
 ]
 
 [package.dependencies]
@@ -218,10 +218,9 @@ anyio = "*"
 certifi = "*"
 httpcore = "==1.*"
 idna = "*"
-sniffio = "*"
 
 [package.extras]
-brotli = ["brotli", "brotlicffi"]
+brotli = ["brotli ; platform_python_implementation == \"CPython\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
 cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
@@ -244,14 +243,14 @@ all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2
 
 [[package]]
 name = "iniconfig"
-version = "2.0.0"
+version = "2.1.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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-    {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
+    {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
+    {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
 ]
 
 [[package]]
@@ -326,14 +325,14 @@ files = [
 
 [[package]]
 name = "packaging"
-version = "24.1"
+version = "24.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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+    {file = "packaging-24.2.tar.gz", hash = "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f"},
 ]
 
 [[package]]
@@ -354,125 +353,133 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "pydantic"
-version = "2.9.2"
+version = "2.10.6"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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+    {file = "pydantic-2.10.6-py3-none-any.whl", hash = "sha256:427d664bf0b8a2b34ff5dd0f5a18df00591adcee7198fbd71981054cef37b584"},
+    {file = "pydantic-2.10.6.tar.gz", hash = "sha256:ca5daa827cce33de7a42be142548b0096bf05a7e7b365aebfa5f8eeec7128236"},
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 [package.dependencies]
 annotated-types = ">=0.6.0"
-pydantic-core = "2.23.4"
-typing-extensions = [
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-    {version = ">=4.6.1", markers = "python_version < \"3.13\""},
-]
+pydantic-core = "2.27.2"
+typing-extensions = ">=4.12.2"
 
 [package.extras]
 email = ["email-validator (>=2.0.0)"]
-timezone = ["tzdata"]
+timezone = ["tzdata ; python_version >= \"3.9\" and platform_system == \"Windows\""]
 
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 name = "pydantic-core"
-version = "2.23.4"
+version = "2.27.2"
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 python-versions = ">=3.8"
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 [[package]]
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+    {file = "tomli-2.2.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:40741994320b232529c802f8bc86da4e1aa9f413db394617b9a256ae0f9a7f77"},
+    {file = "tomli-2.2.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:400e720fe168c0f8521520190686ef8ef033fb19fc493da09779e592861b78c6"},
+    {file = "tomli-2.2.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:02abe224de6ae62c19f090f68da4e27b10af2b93213d36cf44e6e1c5abd19fdd"},
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+    {file = "tomli-2.2.1-cp312-cp312-win32.whl", hash = "sha256:889f80ef92701b9dbb224e49ec87c645ce5df3fa2cc548664eb8a25e03127a98"},
+    {file = "tomli-2.2.1-cp312-cp312-win_amd64.whl", hash = "sha256:7fc04e92e1d624a4a63c76474610238576942d6b8950a2d7f908a340494e67e4"},
+    {file = "tomli-2.2.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:f4039b9cbc3048b2416cc57ab3bda989a6fcf9b36cf8937f01a6e731b64f80d7"},
+    {file = "tomli-2.2.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:286f0ca2ffeeb5b9bd4fcc8d6c330534323ec51b2f52da063b11c502da16f30c"},
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+    {file = "tomli-2.2.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:a198f10c4d1b1375d7687bc25294306e551bf1abfa4eace6650070a5c1ae2744"},
+    {file = "tomli-2.2.1-cp313-cp313-win32.whl", hash = "sha256:d3f5614314d758649ab2ab3a62d4f2004c825922f9e370b29416484086b264ec"},
+    {file = "tomli-2.2.1-cp313-cp313-win_amd64.whl", hash = "sha256:a38aa0308e754b0e3c67e344754dff64999ff9b513e691d0e786265c93583c69"},
+    {file = "tomli-2.2.1-py3-none-any.whl", hash = "sha256:cb55c73c5f4408779d0cf3eef9f762b9c9f147a77de7b258bef0a5628adc85cc"},
+    {file = "tomli-2.2.1.tar.gz", hash = "sha256:cd45e1dc79c835ce60f7404ec8119f2eb06d38b1deba146f07ced3bbc44505ff"},
 ]
 
 [[package]]
 name = "typing-extensions"
-version = "4.12.2"
+version = "4.13.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
-    {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
+    {file = "typing_extensions-4.13.2-py3-none-any.whl", hash = "sha256:a439e7c04b49fec3e5d3e2beaa21755cadbbdc391694e28ccdd36ca4a1408f8c"},
+    {file = "typing_extensions-4.13.2.tar.gz", hash = "sha256:e6c81219bd689f51865d9e372991c540bda33a0379d5573cddb9a3a23f7caaef"},
 ]
 
 [[package]]
@@ -640,4 +677,4 @@ watchdog = ["watchdog (>=2.3)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.8"
-content-hash = "8e93767305535b0a02f0d724edf1249fd928ff1021644eb9dc26dbfa191f6971"
+content-hash = "ff70c562172e38058111703d8219e18a0ed367e8e3ff647d7eff457d3bf3204e"

pyproject.toml

@@ -10,7 +10,7 @@ repository = "https://github.com/ollama/ollama-python"
 
 [tool.poetry.dependencies]
 python = "^3.8"
-httpx = "^0.27.0"
+httpx = ">=0.27,<0.29"
 pydantic = "^2.9.0"
 
 [tool.poetry.requires-plugins]
@@ -21,7 +21,7 @@ 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"
-ruff = ">=0.1.8,<0.8.0"
+ruff = ">=0.9.1,<0.10.0"
 
 [build-system]
 requires = ["poetry-core"]
@@ -36,8 +36,16 @@ quote-style = "single"
 indent-style = "space"
 
 [tool.ruff.lint]
-select = ["E", "F", "B"]
-ignore = ["E501"]
+select = [
+  "E", # pycodestyle errors
+  "F", # pyflakes
+  "B", # bugbear (likely bugs)
+  "I", # sort imports
+  "RUF022", # sort __all__
+]
+ignore = [
+  "E501", # line too long
+]
 
 [tool.pytest.ini_options]
 addopts = '--doctest-modules --ignore examples'

requirements.txt

@@ -4,120 +4,131 @@ annotated-types==0.7.0 ; python_version >= "3.8" and python_version < "4.0" \
 anyio==4.5.2 ; python_version >= "3.8" and python_version < "4.0" \
     --hash=sha256:23009af4ed04ce05991845451e11ef02fc7c5ed29179ac9a420e5ad0ac7ddc5b \
     --hash=sha256:c011ee36bc1e8ba40e5a81cb9df91925c218fe9b778554e0b56a21e1b5d4716f
-certifi==2024.8.30 ; python_version >= "3.8" and python_version < "4.0" \
-    --hash=sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8 \
-    --hash=sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9
+certifi==2025.1.31 ; python_version >= "3.8" and python_version < "4.0" \
+    --hash=sha256:3d5da6925056f6f18f119200434a4780a94263f10d1c21d032a6f6b2baa20651 \
+    --hash=sha256:ca78db4565a652026a4db2bcdf68f2fb589ea80d0be70e03929ed730746b84fe
 exceptiongroup==1.2.2 ; python_version >= "3.8" and python_version < "3.11" \
     --hash=sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b \
     --hash=sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc
 h11==0.14.0 ; python_version >= "3.8" and python_version < "4.0" \
     --hash=sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d \
     --hash=sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761
-httpcore==1.0.6 ; python_version >= "3.8" and python_version < "4.0" \
-    --hash=sha256:27b59625743b85577a8c0e10e55b50b5368a4f2cfe8cc7bcfa9cf00829c2682f \
-    --hash=sha256:73f6dbd6eb8c21bbf7ef8efad555481853f5f6acdeaff1edb0694289269ee17f
-httpx==0.27.2 ; python_version >= "3.8" and python_version < "4.0" \
-    --hash=sha256:7bb2708e112d8fdd7829cd4243970f0c223274051cb35ee80c03301ee29a3df0 \
-    --hash=sha256:f7c2be1d2f3c3c3160d441802406b206c2b76f5947b11115e6df10c6c65e66c2
+httpcore==1.0.8 ; python_version >= "3.8" and python_version < "4.0" \
+    --hash=sha256:5254cf149bcb5f75e9d1b2b9f729ea4a4b883d1ad7379fc632b727cec23674be \
+    --hash=sha256:86e94505ed24ea06514883fd44d2bc02d90e77e7979c8eb71b90f41d364a1bad
+httpx==0.28.1 ; python_version >= "3.8" and python_version < "4.0" \
+    --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
+    --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
 idna==3.10 ; python_version >= "3.8" and python_version < "4.0" \
     --hash=sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9 \
     --hash=sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3
-pydantic-core==2.23.4 ; python_version >= "3.8" and python_version < "4.0" \
-    --hash=sha256:0a7df63886be5e270da67e0966cf4afbae86069501d35c8c1b3b6c168f42cb36 \
-    --hash=sha256:0cb3da3fd1b6a5d0279a01877713dbda118a2a4fc6f0d821a57da2e464793f05 \
-    --hash=sha256:0dbd8dbed2085ed23b5c04afa29d8fd2771674223135dc9bc937f3c09284d071 \
-    --hash=sha256:0dff76e0602ca7d4cdaacc1ac4c005e0ce0dcfe095d5b5259163a80d3a10d327 \
-    --hash=sha256:1278e0d324f6908e872730c9102b0112477a7f7cf88b308e4fc36ce1bdb6d58c \
-    --hash=sha256:128585782e5bfa515c590ccee4b727fb76925dd04a98864182b22e89a4e6ed36 \
-    --hash=sha256:1498bec4c05c9c787bde9125cfdcc63a41004ff167f495063191b863399b1a29 \
-    --hash=sha256:19442362866a753485ba5e4be408964644dd6a09123d9416c54cd49171f50744 \
-    --hash=sha256:1b84d168f6c48fabd1f2027a3d1bdfe62f92cade1fb273a5d68e621da0e44e6d \
-    --hash=sha256:1e90d2e3bd2c3863d48525d297cd143fe541be8bbf6f579504b9712cb6b643ec \
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-    --hash=sha256:f09e2ff1f17c2b51f2bc76d1cc33da96298f0a036a137f5440ab3ec5360b624f \
-    --hash=sha256:f220b0eea5965dec25480b6333c788fb72ce5f9129e8759ef876a1d805d00801 \
-    --hash=sha256:f3e0da4ebaef65158d4dfd7d3678aad692f7666877df0002b8a522cdf088f231 \
-    --hash=sha256:f455ee30a9d61d3e1a15abd5068827773d6e4dc513e795f380cdd59932c782d5 \
-    --hash=sha256:f5ef8f42bec47f21d07668a043f077d507e5bf4e668d5c6dfe6aaba89de1a5b8 \
-    --hash=sha256:f69a8e0b033b747bb3e36a44e7732f0c99f7edd5cea723d45bc0d6e95377ffee \
-    --hash=sha256:ff02b6d461a6de369f07ec15e465a88895f3223eb75073ffea56b84d9331f607
-pydantic==2.9.2 ; python_version >= "3.8" and python_version < "4.0" \
-    --hash=sha256:d155cef71265d1e9807ed1c32b4c8deec042a44a50a4188b25ac67ecd81a9c0f \
-    --hash=sha256:f048cec7b26778210e28a0459867920654d48e5e62db0958433636cde4254f12
+pydantic-core==2.27.2 ; python_version >= "3.8" and python_version < "4.0" \
+    --hash=sha256:00bad2484fa6bda1e216e7345a798bd37c68fb2d97558edd584942aa41b7d278 \
+    --hash=sha256:0296abcb83a797db256b773f45773da397da75a08f5fcaef41f2044adec05f50 \
+    --hash=sha256:03d0f86ea3184a12f41a2d23f7ccb79cdb5a18e06993f8a45baa8dfec746f0e9 \
+    --hash=sha256:044a50963a614ecfae59bb1eaf7ea7efc4bc62f49ed594e18fa1e5d953c40e9f \
+    --hash=sha256:05e3a55d124407fffba0dd6b0c0cd056d10e983ceb4e5dbd10dda135c31071d6 \
+    --hash=sha256:08e125dbdc505fa69ca7d9c499639ab6407cfa909214d500897d02afb816e7cc \
+    --hash=sha256:097830ed52fd9e427942ff3b9bc17fab52913b2f50f2880dc4a5611446606a54 \
+    --hash=sha256:0d1e85068e818c73e048fe28cfc769040bb1f475524f4745a5dc621f75ac7630 \
+    --hash=sha256:0d75070718e369e452075a6017fbf187f788e17ed67a3abd47fa934d001863d9 \
+    --hash=sha256:14d4a5c49d2f009d62a2a7140d3064f686d17a5d1a268bc641954ba181880236 \
+    --hash=sha256:172fce187655fece0c90d90a678424b013f8fbb0ca8b036ac266749c09438cb7 \
+    --hash=sha256:18a101c168e4e092ab40dbc2503bdc0f62010e95d292b27827871dc85450d7ee \
+    --hash=sha256:1a4207639fb02ec2dbb76227d7c751a20b1a6b4bc52850568e52260cae64ca3b \
+    --hash=sha256:1c1fd185014191700554795c99b347d64f2bb637966c4cfc16998a0ca700d048 \
+    --hash=sha256:1e2cb691ed9834cd6a8be61228471d0a503731abfb42f82458ff27be7b2186fc \
+    --hash=sha256:1ebaf1d0481914d004a573394f4be3a7616334be70261007e47c2a6fe7e50130 \
+    --hash=sha256:220f892729375e2d736b97d0e51466252ad84c51857d4d15f5e9692f9ef12be4 \
+    --hash=sha256:251136cdad0cb722e93732cb45ca5299fb56e1344a833640bf93b2803f8d1bfd \
+    --hash=sha256:26f0d68d4b235a2bae0c3fc585c585b4ecc51382db0e3ba402a22cbc440915e4 \
+    --hash=sha256:26f32e0adf166a84d0cb63be85c562ca8a6fa8de28e5f0d92250c6b7e9e2aff7 \
+    --hash=sha256:280d219beebb0752699480fe8f1dc61ab6615c2046d76b7ab7ee38858de0a4e7 \
+    --hash=sha256:28ccb213807e037460326424ceb8b5245acb88f32f3d2777427476e1b32c48c4 \
+    --hash=sha256:2bf14caea37e91198329b828eae1618c068dfb8ef17bb33287a7ad4b61ac314e \
+    --hash=sha256:2d367ca20b2f14095a8f4fa1210f5a7b78b8a20009ecced6b12818f455b1e9fa \
+    --hash=sha256:30c5f68ded0c36466acede341551106821043e9afaad516adfb6e8fa80a4e6a6 \
+    --hash=sha256:337b443af21d488716f8d0b6164de833e788aa6bd7e3a39c005febc1284f4962 \
+    --hash=sha256:3911ac9284cd8a1792d3cb26a2da18f3ca26c6908cc434a18f730dc0db7bfa3b \
+    --hash=sha256:3d591580c34f4d731592f0e9fe40f9cc1b430d297eecc70b962e93c5c668f15f \
+    --hash=sha256:3de3ce3c9ddc8bbd88f6e0e304dea0e66d843ec9de1b0042b0911c1663ffd474 \
+    --hash=sha256:3de9961f2a346257caf0aa508a4da705467f53778e9ef6fe744c038119737ef5 \
+    --hash=sha256:40d02e7d45c9f8af700f3452f329ead92da4c5f4317ca9b896de7ce7199ea459 \
+    --hash=sha256:42c5f762659e47fdb7b16956c71598292f60a03aa92f8b6351504359dbdba6cf \
+    --hash=sha256:47956ae78b6422cbd46f772f1746799cbb862de838fd8d1fbd34a82e05b0983a \
+    --hash=sha256:491a2b73db93fab69731eaee494f320faa4e093dbed776be1a829c2eb222c34c \
+    --hash=sha256:4c9775e339e42e79ec99c441d9730fccf07414af63eac2f0e48e08fd38a64d76 \
+    --hash=sha256:4e0b4220ba5b40d727c7f879eac379b822eee5d8fff418e9d3381ee45b3b0362 \
+    --hash=sha256:50a68f3e3819077be2c98110c1f9dcb3817e93f267ba80a2c05bb4f8799e2ff4 \
+    --hash=sha256:519f29f5213271eeeeb3093f662ba2fd512b91c5f188f3bb7b27bc5973816934 \
+    --hash=sha256:521eb9b7f036c9b6187f0b47318ab0d7ca14bd87f776240b90b21c1f4f149320 \
+    --hash=sha256:57762139821c31847cfb2df63c12f725788bd9f04bc2fb392790959b8f70f118 \
+    --hash=sha256:5e4f4bb20d75e9325cc9696c6802657b58bc1dbbe3022f32cc2b2b632c3fbb96 \
+    --hash=sha256:5e68c4446fe0810e959cdff46ab0a41ce2f2c86d227d96dc3847af0ba7def306 \
+    --hash=sha256:669e193c1c576a58f132e3158f9dfa9662969edb1a250c54d8fa52590045f046 \
+    --hash=sha256:688d3fd9fcb71f41c4c015c023d12a79d1c4c0732ec9eb35d96e3388a120dcf3 \
+    --hash=sha256:6fb4aadc0b9a0c063206846d603b92030eb6f03069151a625667f982887153e2 \
+    --hash=sha256:7041c36f5680c6e0f08d922aed302e98b3745d97fe1589db0a3eebf6624523af \
+    --hash=sha256:71b24c7d61131bb83df10cc7e687433609963a944ccf45190cfc21e0887b08c9 \
+    --hash=sha256:77d1bca19b0f7021b3a982e6f903dcd5b2b06076def36a652e3907f596e29f67 \
+    --hash=sha256:7969e133a6f183be60e9f6f56bfae753585680f3b7307a8e555a948d443cc05a \
+    --hash=sha256:7a66efda2387de898c8f38c0cf7f14fca0b51a8ef0b24bfea5849f1b3c95af27 \
+    --hash=sha256:7d0c8399fcc1848491f00e0314bd59fb34a9c008761bcb422a057670c3f65e35 \
+    --hash=sha256:7d14bd329640e63852364c306f4d23eb744e0f8193148d4044dd3dacdaacbd8b \
+    --hash=sha256:7e17b560be3c98a8e3aa66ce828bdebb9e9ac6ad5466fba92eb74c4c95cb1151 \
+    --hash=sha256:8083d4e875ebe0b864ffef72a4304827015cff328a1be6e22cc850753bfb122b \
+    --hash=sha256:82f91663004eb8ed30ff478d77c4d1179b3563df6cdb15c0817cd1cdaf34d154 \
+    --hash=sha256:82f986faf4e644ffc189a7f1aafc86e46ef70372bb153e7001e8afccc6e54133 \
+    --hash=sha256:83097677b8e3bd7eaa6775720ec8e0405f1575015a463285a92bfdfe254529ef \
+    --hash=sha256:85210c4d99a0114f5a9481b44560d7d1e35e32cc5634c656bc48e590b669b145 \
+    --hash=sha256:8c19d1ea0673cd13cc2f872f6c9ab42acc4e4f492a7ca9d3795ce2b112dd7e15 \
+    --hash=sha256:8d9b3388db186ba0c099a6d20f0604a44eabdeef1777ddd94786cdae158729e4 \
+    --hash=sha256:8e10c99ef58cfdf2a66fc15d66b16c4a04f62bca39db589ae8cba08bc55331bc \
+    --hash=sha256:953101387ecf2f5652883208769a79e48db18c6df442568a0b5ccd8c2723abee \
+    --hash=sha256:9c3ed807c7b91de05e63930188f19e921d1fe90de6b4f5cd43ee7fcc3525cb8c \
+    --hash=sha256:9e0c8cfefa0ef83b4da9588448b6d8d2a2bf1a53c3f1ae5fca39eb3061e2f0b0 \
+    --hash=sha256:9fdbe7629b996647b99c01b37f11170a57ae675375b14b8c13b8518b8320ced5 \
+    --hash=sha256:a0fcd29cd6b4e74fe8ddd2c90330fd8edf2e30cb52acda47f06dd615ae72da57 \
+    --hash=sha256:ac4dbfd1691affb8f48c2c13241a2e3b60ff23247cbcf981759c768b6633cf8b \
+    --hash=sha256:b0cb791f5b45307caae8810c2023a184c74605ec3bcbb67d13846c28ff731ff8 \
+    --hash=sha256:ba5dd002f88b78a4215ed2f8ddbdf85e8513382820ba15ad5ad8955ce0ca19a1 \
+    --hash=sha256:bca101c00bff0adb45a833f8451b9105d9df18accb8743b08107d7ada14bd7da \
+    --hash=sha256:bd8086fa684c4775c27f03f062cbb9eaa6e17f064307e86b21b9e0abc9c0f02e \
+    --hash=sha256:bec317a27290e2537f922639cafd54990551725fc844249e64c523301d0822fc \
+    --hash=sha256:c10eb4f1659290b523af58fa7cffb452a61ad6ae5613404519aee4bfbf1df993 \
+    --hash=sha256:c33939a82924da9ed65dab5a65d427205a73181d8098e79b6b426bdf8ad4e656 \
+    --hash=sha256:c61709a844acc6bf0b7dce7daae75195a10aac96a596ea1b776996414791ede4 \
+    --hash=sha256:c70c26d2c99f78b125a3459f8afe1aed4d9687c24fd677c6a4436bc042e50d6c \
+    --hash=sha256:c817e2b40aba42bac6f457498dacabc568c3b7a986fc9ba7c8d9d260b71485fb \
+    --hash=sha256:cabb9bcb7e0d97f74df8646f34fc76fbf793b7f6dc2438517d7a9e50eee4f14d \
+    --hash=sha256:cc3f1a99a4f4f9dd1de4fe0312c114e740b5ddead65bb4102884b384c15d8bc9 \
+    --hash=sha256:cca63613e90d001b9f2f9a9ceb276c308bfa2a43fafb75c8031c4f66039e8c6e \
+    --hash=sha256:ce8918cbebc8da707ba805b7fd0b382816858728ae7fe19a942080c24e5b7cd1 \
+    --hash=sha256:d2088237af596f0a524d3afc39ab3b036e8adb054ee57cbb1dcf8e09da5b29cc \
+    --hash=sha256:d262606bf386a5ba0b0af3b97f37c83d7011439e3dc1a9298f21efb292e42f1a \
+    --hash=sha256:d2d63f1215638d28221f664596b1ccb3944f6e25dd18cd3b86b0a4c408d5ebb9 \
+    --hash=sha256:d3e8d504bdd3f10835468f29008d72fc8359d95c9c415ce6e767203db6127506 \
+    --hash=sha256:d4041c0b966a84b4ae7a09832eb691a35aec90910cd2dbe7a208de59be77965b \
+    --hash=sha256:d716e2e30c6f140d7560ef1538953a5cd1a87264c737643d481f2779fc247fe1 \
+    --hash=sha256:d81d2068e1c1228a565af076598f9e7451712700b673de8f502f0334f281387d \
+    --hash=sha256:d9640b0059ff4f14d1f37321b94061c6db164fbe49b334b31643e0528d100d99 \
+    --hash=sha256:de3cd1899e2c279b140adde9357c4495ed9d47131b4a4eaff9052f23398076b3 \
+    --hash=sha256:e0fd26b16394ead34a424eecf8a31a1f5137094cabe84a1bcb10fa6ba39d3d31 \
+    --hash=sha256:e2bb4d3e5873c37bb3dd58714d4cd0b0e6238cebc4177ac8fe878f8b3aa8e74c \
+    --hash=sha256:eb026e5a4c1fee05726072337ff51d1efb6f59090b7da90d30ea58625b1ffb39 \
+    --hash=sha256:eda3f5c2a021bbc5d976107bb302e0131351c2ba54343f8a496dc8783d3d3a6a \
+    --hash=sha256:ef592d4bad47296fb11f96cd7dc898b92e795032b4894dfb4076cfccd43a9308 \
+    --hash=sha256:f141ee28a0ad2123b6611b6ceff018039df17f32ada8b534e6aa039545a3efb2 \
+    --hash=sha256:f66d89ba397d92f840f8654756196d93804278457b5fbede59598a1f9f90b228 \
+    --hash=sha256:f6f8e111843bbb0dee4cb6594cdc73e79b3329b526037ec242a3e49012495b3b \
+    --hash=sha256:fa8e459d4954f608fa26116118bb67f56b93b209c39b008277ace29937453dc9 \
+    --hash=sha256:fd1aea04935a508f62e0d0ef1f5ae968774a32afc306fb8545e06f5ff5cdf3ad
+pydantic==2.10.6 ; python_version >= "3.8" and python_version < "4.0" \
+    --hash=sha256:427d664bf0b8a2b34ff5dd0f5a18df00591adcee7198fbd71981054cef37b584 \
+    --hash=sha256:ca5daa827cce33de7a42be142548b0096bf05a7e7b365aebfa5f8eeec7128236
 sniffio==1.3.1 ; python_version >= "3.8" and python_version < "4.0" \
     --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2 \
     --hash=sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc
-typing-extensions==4.12.2 ; python_version >= "3.8" and python_version < "4.0" \
-    --hash=sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d \
-    --hash=sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8
+typing-extensions==4.13.2 ; python_version >= "3.8" and python_version < "4.0" \
+    --hash=sha256:a439e7c04b49fec3e5d3e2beaa21755cadbbdc391694e28ccdd36ca4a1408f8c \
+    --hash=sha256:e6c81219bd689f51865d9e372991c540bda33a0379d5573cddb9a3a23f7caaef

tests/test_client.py

@@ -1,14 +1,19 @@
 import base64
-import os
 import json
-from pydantic import ValidationError, BaseModel
-import pytest
+import os
+import re
 import tempfile
 from pathlib import Path
+from typing import Any
+
+import pytest
+from httpx import Response as httpxResponse
+from pydantic import BaseModel, ValidationError
 from pytest_httpserver import HTTPServer, URIPattern
 from werkzeug.wrappers import Request, Response
 
-from ollama._client import Client, AsyncClient, _copy_tools
+from ollama._client import CONNECTION_ERROR_MESSAGE, AsyncClient, Client, _copy_tools
+from ollama._types import Image, Message
 
 PNG_BASE64 = 'iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAIAAACQd1PeAAAADElEQVR4nGNgYGAAAAAEAAH2FzhVAAAAAElFTkSuQmCC'
 PNG_BYTES = base64.b64decode(PNG_BASE64)
@@ -91,7 +96,7 @@ def test_client_chat_stream(httpserver: HTTPServer):
 @pytest.mark.parametrize('message_format', ('dict', 'pydantic_model'))
 @pytest.mark.parametrize('file_style', ('path', 'bytes'))
 def test_client_chat_images(httpserver: HTTPServer, message_format: str, file_style: str, tmp_path):
-  from ollama._types import Message, Image
+  from ollama._types import Image, Message
 
   httpserver.expect_ordered_request(
     '/api/chat',
@@ -284,6 +289,46 @@ def test_client_generate(httpserver: HTTPServer):
   assert response['response'] == 'Because it is.'
 
 
+def test_client_generate_with_image_type(httpserver: HTTPServer):
+  httpserver.expect_ordered_request(
+    '/api/generate',
+    method='POST',
+    json={
+      'model': 'dummy',
+      'prompt': 'What is in this image?',
+      'stream': False,
+      'images': [PNG_BASE64],
+    },
+  ).respond_with_json(
+    {
+      'model': 'dummy',
+      'response': 'A blue sky.',
+    }
+  )
+
+  client = Client(httpserver.url_for('/'))
+  response = client.generate('dummy', 'What is in this image?', images=[Image(value=PNG_BASE64)])
+  assert response['model'] == 'dummy'
+  assert response['response'] == 'A blue sky.'
+
+
+def test_client_generate_with_invalid_image(httpserver: HTTPServer):
+  httpserver.expect_ordered_request(
+    '/api/generate',
+    method='POST',
+    json={
+      'model': 'dummy',
+      'prompt': 'What is in this image?',
+      'stream': False,
+      'images': ['invalid_base64'],
+    },
+  ).respond_with_json({'error': 'Invalid image data'}, status=400)
+
+  client = Client(httpserver.url_for('/'))
+  with pytest.raises(ValueError):
+    client.generate('dummy', 'What is in this image?', images=[Image(value='invalid_base64')])
+
+
 def test_client_generate_stream(httpserver: HTTPServer):
   def stream_handler(_: Request):
     def generate():
@@ -617,7 +662,7 @@ def test_client_create_from_library(httpserver: HTTPServer):
 
 
 def test_client_create_blob(httpserver: HTTPServer):
-  httpserver.expect_ordered_request(PrefixPattern('/api/blobs/'), method='POST').respond_with_response(Response(status=201))
+  httpserver.expect_ordered_request(re.compile('^/api/blobs/sha256[:-][0-9a-fA-F]{64}$'), method='POST').respond_with_response(Response(status=201))
 
   client = Client(httpserver.url_for('/'))
 
@@ -1008,7 +1053,7 @@ async def test_async_client_create_from_library(httpserver: HTTPServer):
 
 @pytest.mark.asyncio
 async def test_async_client_create_blob(httpserver: HTTPServer):
-  httpserver.expect_ordered_request(PrefixPattern('/api/blobs/'), method='POST').respond_with_response(Response(status=201))
+  httpserver.expect_ordered_request(re.compile('^/api/blobs/sha256[:-][0-9a-fA-F]{64}$'), method='POST').respond_with_response(Response(status=201))
 
   client = AsyncClient(httpserver.url_for('/'))
 
@@ -1094,7 +1139,7 @@ def test_copy_tools():
       'description': 'Test function',
       'parameters': {
         'type': 'object',
-        'properties': {'x': {'type': 'string', 'description': 'A string'}},
+        'properties': {'x': {'type': 'string', 'description': 'A string', 'enum': ['a', 'b', 'c']}, 'y': {'type': ['integer', 'number'], 'description': 'An integer'}},
         'required': ['x'],
       },
     },
@@ -1111,3 +1156,59 @@ def test_tool_validation():
   with pytest.raises(ValidationError):
     invalid_tool = {'type': 'invalid_type', 'function': {'name': 'test'}}
     list(_copy_tools([invalid_tool]))
+
+
+def test_client_connection_error():
+  client = Client('http://localhost:1234')
+
+  with pytest.raises(ConnectionError, match=CONNECTION_ERROR_MESSAGE):
+    client.chat('model', messages=[{'role': 'user', 'content': 'prompt'}])
+  with pytest.raises(ConnectionError, match=CONNECTION_ERROR_MESSAGE):
+    client.chat('model', messages=[{'role': 'user', 'content': 'prompt'}])
+  with pytest.raises(ConnectionError, match=CONNECTION_ERROR_MESSAGE):
+    client.generate('model', 'prompt')
+  with pytest.raises(ConnectionError, match=CONNECTION_ERROR_MESSAGE):
+    client.show('model')
+
+
+@pytest.mark.asyncio
+async def test_async_client_connection_error():
+  client = AsyncClient('http://localhost:1234')
+  with pytest.raises(ConnectionError) as exc_info:
+    await client.chat('model', messages=[{'role': 'user', 'content': 'prompt'}])
+  assert str(exc_info.value) == 'Failed to connect to Ollama. Please check that Ollama is downloaded, running and accessible. https://ollama.com/download'
+  with pytest.raises(ConnectionError) as exc_info:
+    await client.generate('model', 'prompt')
+  assert str(exc_info.value) == 'Failed to connect to Ollama. Please check that Ollama is downloaded, running and accessible. https://ollama.com/download'
+  with pytest.raises(ConnectionError) as exc_info:
+    await client.show('model')
+  assert str(exc_info.value) == 'Failed to connect to Ollama. Please check that Ollama is downloaded, running and accessible. https://ollama.com/download'
+
+
+def test_arbitrary_roles_accepted_in_message():
+  _ = Message(role='somerandomrole', content="I'm ok with you adding any role message now!")
+
+
+def _mock_request(*args: Any, **kwargs: Any) -> Response:
+  return httpxResponse(status_code=200, content="{'response': 'Hello world!'}")
+
+
+def test_arbitrary_roles_accepted_in_message_request(monkeypatch: pytest.MonkeyPatch):
+  monkeypatch.setattr(Client, '_request', _mock_request)
+
+  client = Client()
+
+  client.chat(model='llama3.1', messages=[{'role': 'somerandomrole', 'content': "I'm ok with you adding any role message now!"}, {'role': 'user', 'content': 'Hello world!'}])
+
+
+async def _mock_request_async(*args: Any, **kwargs: Any) -> Response:
+  return httpxResponse(status_code=200, content="{'response': 'Hello world!'}")
+
+
+@pytest.mark.asyncio
+async def test_arbitrary_roles_accepted_in_message_request_async(monkeypatch: pytest.MonkeyPatch):
+  monkeypatch.setattr(AsyncClient, '_request', _mock_request_async)
+
+  client = AsyncClient()
+
+  await client.chat(model='llama3.1', messages=[{'role': 'somerandomrole', 'content': "I'm ok with you adding any role message now!"}, {'role': 'user', 'content': 'Hello world!'}])

tests/test_type_serialization.py

@@ -1,9 +1,10 @@
+import tempfile
 from base64 import b64encode
 from pathlib import Path
 
 import pytest
+
 from ollama._types import CreateRequest, Image
-import tempfile
 
 
 def test_image_serialization_bytes():

tests/test_utils.py

@@ -2,7 +2,6 @@ import json
 import sys
 from typing import Dict, List, Mapping, Sequence, Set, Tuple, Union
 
-
 from ollama._utils import convert_function_to_tool
 
 
@@ -118,7 +117,7 @@ def test_function_with_all_types():
 
 
 def test_function_docstring_parsing():
-  from typing import List, Dict, Any
+  from typing import Any, Dict, List
 
   def func_with_complex_docs(x: int, y: List[str]) -> Dict[str, Any]:
     """
@@ -188,7 +187,7 @@ def test_function_with_only_description():
 
   tool = convert_function_to_tool(only_description).model_dump()
   assert tool['function']['description'] == 'A function with only a description.'
-  assert tool['function']['parameters'] == {'type': 'object', 'properties': {}, 'required': None}
+  assert tool['function']['parameters'] == {'type': 'object', 'defs': None, 'items': None, 'required': None, 'properties': {}}
 
   def only_description_with_args(x: int, y: int):
     """
@@ -200,9 +199,11 @@ def test_function_with_only_description():
   assert tool['function']['description'] == 'A function with only a description.'
   assert tool['function']['parameters'] == {
     'type': 'object',
+    'defs': None,
+    'items': None,
     'properties': {
-      'x': {'type': 'integer', 'description': ''},
-      'y': {'type': 'integer', 'description': ''},
+      'x': {'type': 'integer', 'description': '', 'enum': None, 'items': None},
+      'y': {'type': 'integer', 'description': '', 'enum': None, 'items': None},
     },
     'required': ['x', 'y'],
   }