Merge pull request #102 from ollama/deps

update dependencies

.github/workflows/test.yaml

@@ -17,7 +17,8 @@ jobs:
           python-version: ${{ matrix.python-version }}
           cache: poetry
       - run: poetry install --with=dev
-      - run: poetry run ruff --output-format=github .
+      - run: poetry run ruff check --output-format=github .
+      - run: poetry run ruff format --check .
       - run: poetry run pytest . --junitxml=junit/test-results-${{ matrix.python-version }}.xml --cov=ollama --cov-report=xml --cov-report=html
       - name: check poetry.lock is up-to-date
         run: poetry check --lock

README.md

@@ -1,48 +1,131 @@
 # Ollama Python Library
 
-The Ollama Python library provides the easiest way to integrate your Python 3 project 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/jmorganca/ollama).
 
-## Getting Started
-
-Requires Python 3.8 or higher.
+## Install
 
 ```sh
 pip install ollama
 ```
 
-A global default client is provided for convenience and can be used in the same way as the synchronous client.
+## Usage
 
 ```python
 import ollama
-response = ollama.chat(model='llama2', messages=[{'role': 'user', 'content': 'Why is the sky blue?'}])
+response = ollama.chat(model='llama2', messages=[
+  {
+    'role': 'user',
+    'content': 'Why is the sky blue?',
+  },
+])
+print(response['message']['content'])
 ```
 
+## Streaming responses
+
+Response streaming can be enabled by setting `stream=True`, modifying function calls to return a Python generator where each part is an object in the stream.
+
 ```python
 import ollama
-message = {'role': 'user', 'content': 'Why is the sky blue?'}
-for part in ollama.chat(model='llama2', messages=[message], stream=True):
-  print(part['message']['content'], end='', flush=True)
+
+stream = ollama.chat(
+    model='llama2',
+    messages=[{'role': 'user', 'content': 'Why is the sky blue?'}],
+    stream=True,
+)
+
+for chunk in stream:
+  print(chunk['message']['content'], end='', flush=True)
 ```
 
+## API
 
-## Using the Synchronous Client
+The Ollama Python library's API is designed around the [Ollama REST API](https://github.com/jmorganca/ollama/blob/main/docs/api.md)
+
+### Chat
+
+```python
+ollama.chat(model='llama2', messages=[{'role': 'user', 'content': 'Why is the sky blue?'}])
+```
+
+### Generate
+
+```python
+ollama.generate(model='llama2', prompt='Why is the sky blue?')
+```
+
+### List
+
+```python
+ollama.list()
+```
+
+### Show
+
+```python
+ollama.show('llama2')
+```
+
+### Create
+
+```python
+modelfile='''
+FROM llama2
+SYSTEM You are mario from super mario bros.
+'''
+
+ollama.create(model='example', modelfile=modelfile)
+```
+
+### Copy
+
+```python
+ollama.copy('llama2', 'user/llama2')
+```
+
+### Delete
+
+```python
+ollama.delete('llama2')
+```
+
+### Pull
+
+```python
+ollama.pull('llama2')
+```
+
+### Push
+
+```python
+ollama.push('user/llama2')
+```
+
+### Embeddings
+
+```python
+ollama.embeddings(model='llama2', prompt='They sky is blue because of rayleigh scattering')
+```
+
+## Custom client
+
+A custom client can be created with the following fields:
+
+- `host`: The Ollama host to connect to
+- `timeout`: The timeout for requests
 
 ```python
 from ollama import Client
-message = {'role': 'user', 'content': 'Why is the sky blue?'}
-response = Client().chat(model='llama2', messages=[message])
+client = Client(host='http://localhost:11434')
+response = client.chat(model='llama2', messages=[
+  {
+    'role': 'user',
+    'content': 'Why is the sky blue?',
+  },
+])
 ```
 
-Response streaming can be enabled by setting `stream=True`. This modifies the function to return a Python generator where each part is an object in the stream.
-
-```python
-from ollama import Client
-message = {'role': 'user', 'content': 'Why is the sky blue?'}
-for part in Client().chat(model='llama2', messages=[message], stream=True):
-  print(part['message']['content'], end='', flush=True)
-```
-
-## Using the Asynchronous Client
+## Async client
 
 ```python
 import asyncio
@@ -55,7 +138,7 @@ async def chat():
 asyncio.run(chat())
 ```
 
-Similar to the synchronous client, setting `stream=True` modifies the function to return a Python asynchronous generator.
+Setting `stream=True` modifies functions to return a Python asynchronous generator:
 
 ```python
 import asyncio
@@ -69,7 +152,7 @@ async def chat():
 asyncio.run(chat())
 ```
 
-## Handling Errors
+## Errors
 
 Errors are raised if requests return an error status or if an error is detected while streaming.
 
@@ -79,7 +162,7 @@ model = 'does-not-yet-exist'
 try:
   ollama.chat(model)
 except ollama.ResponseError as e:
-  print('Error:', e.content)
+  print('Error:', e.error)
   if e.status_code == 404:
     ollama.pull(model)
 ```

examples/create/main.py

@@ -0,0 +1,20 @@
+import sys
+
+from ollama import create
+
+
+args = sys.argv[1:]
+if len(args) == 2:
+  # create from local file
+  path = args[1]
+else:
+  print('usage: python main.py <name> <filepath>')
+  sys.exit(1)
+
+# TODO: update to real Modelfile values
+modelfile = f"""
+FROM {path}
+"""
+
+for response in create(model=args[0], modelfile=modelfile, stream=True):
+  print(response['status'])

examples/pull-progress/main.py

@@ -13,7 +13,7 @@ for progress in pull('mistral', stream=True):
     continue
 
   if digest not in bars and (total := progress.get('total')):
-    bars[digest] = tqdm(total=total, desc=f'pushing {digest[7:19]}', unit='B', unit_scale=True)
+    bars[digest] = tqdm(total=total, desc=f'pulling {digest[7:19]}', unit='B', unit_scale=True)
 
   if completed := progress.get('completed'):
     bars[digest].update(completed - bars[digest].n)

ollama/_client.py

@@ -2,11 +2,13 @@ import os
 import io
 import json
 import httpx
+import binascii
+import platform
 import urllib.parse
 from os import PathLike
 from pathlib import Path
 from hashlib import sha256
-from base64 import b64encode
+from base64 import b64encode, b64decode
 
 from typing import Any, AnyStr, Union, Optional, Sequence, Mapping, Literal
 
@@ -17,6 +19,13 @@ if sys.version_info < (3, 9):
 else:
   from collections.abc import Iterator, AsyncIterator
 
+from importlib import metadata
+
+try:
+  __version__ = metadata.version('ollama')
+except metadata.PackageNotFoundError:
+  __version__ = '0.0.0'
+
 from ollama._types import Message, Options, RequestError, ResponseError
 
 
@@ -36,10 +45,17 @@ class BaseClient:
     - `timeout`: None
     `kwargs` are passed to the httpx client.
     """
+
+    headers = kwargs.pop('headers', {})
+    headers['Content-Type'] = 'application/json'
+    headers['Accept'] = 'application/json'
+    headers['User-Agent'] = f'ollama-python/{__version__} ({platform.machine()} {platform.system().lower()}) Python/{platform.python_version()}'
+
     self._client = client(
       base_url=_parse_host(host or os.getenv('OLLAMA_HOST')),
       follow_redirects=follow_redirects,
       timeout=timeout,
+      headers=headers,
       **kwargs,
     )
 
@@ -92,6 +108,7 @@ class Client(BaseClient):
     format: Literal['', 'json'] = '',
     images: Optional[Sequence[AnyStr]] = None,
     options: Optional[Options] = None,
+    keep_alive: Optional[Union[float, str]] = None,
   ) -> Union[Mapping[str, Any], Iterator[Mapping[str, Any]]]:
     """
     Create a response using the requested model.
@@ -120,6 +137,7 @@ class Client(BaseClient):
         'images': [_encode_image(image) for image in images or []],
         'format': format,
         'options': options or {},
+        'keep_alive': keep_alive,
       },
       stream=stream,
     )
@@ -131,6 +149,7 @@ class Client(BaseClient):
     stream: bool = False,
     format: Literal['', 'json'] = '',
     options: Optional[Options] = None,
+    keep_alive: Optional[Union[float, str]] = None,
   ) -> Union[Mapping[str, Any], Iterator[Mapping[str, Any]]]:
     """
     Create a chat response using the requested model.
@@ -164,11 +183,18 @@ class Client(BaseClient):
         'stream': stream,
         'format': format,
         'options': options or {},
+        'keep_alive': keep_alive,
       },
       stream=stream,
     )
 
-  def embeddings(self, model: str = '', prompt: str = '', options: Optional[Options] = None) -> Sequence[float]:
+  def embeddings(
+    self,
+    model: str = '',
+    prompt: str = '',
+    options: Optional[Options] = None,
+    keep_alive: Optional[Union[float, str]] = None,
+  ) -> Sequence[float]:
     return self._request(
       'POST',
       '/api/embeddings',
@@ -176,6 +202,7 @@ class Client(BaseClient):
         'model': model,
         'prompt': prompt,
         'options': options or {},
+        'keep_alive': keep_alive,
       },
     ).json()
 
@@ -259,13 +286,16 @@ class Client(BaseClient):
     out = io.StringIO()
     for line in io.StringIO(modelfile):
       command, _, args = line.partition(' ')
-      if command.upper() in ['FROM', 'ADAPTER']:
-        path = Path(args.strip()).expanduser()
-        path = path if path.is_absolute() else base / path
-        if path.exists():
-          args = f'@{self._create_blob(path)}'
+      if command.upper() not in ['FROM', 'ADAPTER']:
+        print(line, end='', file=out)
+        continue
+
+      path = Path(args.strip()).expanduser()
+      path = path if path.is_absolute() else base / path
+      if path.exists():
+        args = f'@{self._create_blob(path)}\n'
+      print(command, args, end='', file=out)
 
-      print(command, args, file=out)
     return out.getvalue()
 
   def _create_blob(self, path: Union[str, Path]) -> str:
@@ -360,6 +390,7 @@ class AsyncClient(BaseClient):
     format: Literal['', 'json'] = '',
     images: Optional[Sequence[AnyStr]] = None,
     options: Optional[Options] = None,
+    keep_alive: Optional[Union[float, str]] = None,
   ) -> Union[Mapping[str, Any], AsyncIterator[Mapping[str, Any]]]:
     """
     Create a response using the requested model.
@@ -387,6 +418,7 @@ class AsyncClient(BaseClient):
         'images': [_encode_image(image) for image in images or []],
         'format': format,
         'options': options or {},
+        'keep_alive': keep_alive,
       },
       stream=stream,
     )
@@ -398,6 +430,7 @@ class AsyncClient(BaseClient):
     stream: bool = False,
     format: Literal['', 'json'] = '',
     options: Optional[Options] = None,
+    keep_alive: Optional[Union[float, str]] = None,
   ) -> Union[Mapping[str, Any], AsyncIterator[Mapping[str, Any]]]:
     """
     Create a chat response using the requested model.
@@ -430,11 +463,18 @@ class AsyncClient(BaseClient):
         'stream': stream,
         'format': format,
         'options': options or {},
+        'keep_alive': keep_alive,
       },
       stream=stream,
     )
 
-  async def embeddings(self, model: str = '', prompt: str = '', options: Optional[Options] = None) -> Sequence[float]:
+  async def embeddings(
+    self,
+    model: str = '',
+    prompt: str = '',
+    options: Optional[Options] = None,
+    keep_alive: Optional[Union[float, str]] = None,
+  ) -> Sequence[float]:
     response = await self._request(
       'POST',
       '/api/embeddings',
@@ -442,6 +482,7 @@ class AsyncClient(BaseClient):
         'model': model,
         'prompt': prompt,
         'options': options or {},
+        'keep_alive': keep_alive,
       },
     )
 
@@ -527,13 +568,16 @@ class AsyncClient(BaseClient):
     out = io.StringIO()
     for line in io.StringIO(modelfile):
       command, _, args = line.partition(' ')
-      if command.upper() in ['FROM', 'ADAPTER']:
-        path = Path(args).expanduser()
-        path = path if path.is_absolute() else base / path
-        if path.exists():
-          args = f'@{await self._create_blob(path)}'
+      if command.upper() not in ['FROM', 'ADAPTER']:
+        print(line, end='', file=out)
+        continue
+
+      path = Path(args.strip()).expanduser()
+      path = path if path.is_absolute() else base / path
+      if path.exists():
+        args = f'@{await self._create_blob(path)}\n'
+      print(command, args, end='', file=out)
 
-      print(command, args, file=out)
     return out.getvalue()
 
   async def _create_blob(self, path: Union[str, Path]) -> str:
@@ -583,19 +627,43 @@ class AsyncClient(BaseClient):
 
 
 def _encode_image(image) -> str:
-  if p := _as_path(image):
-    b64 = b64encode(p.read_bytes())
-  elif b := _as_bytesio(image):
-    b64 = b64encode(b.read())
-  else:
-    raise RequestError('images must be a list of bytes, path-like objects, or file-like objects')
+  """
+  >>> _encode_image(b'ollama')
+  'b2xsYW1h'
+  >>> _encode_image(io.BytesIO(b'ollama'))
+  'b2xsYW1h'
+  >>> _encode_image('LICENSE')
+  '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'
+  >>> _encode_image(Path('LICENSE'))
+  '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'
+  >>> _encode_image('YWJj')
+  'YWJj'
+  >>> _encode_image(b'YWJj')
+  'YWJj'
+  """
 
-  return b64.decode('utf-8')
+  if p := _as_path(image):
+    return b64encode(p.read_bytes()).decode('utf-8')
+
+  try:
+    b64decode(image, validate=True)
+    return image if isinstance(image, str) else image.decode('utf-8')
+  except (binascii.Error, TypeError):
+    ...
+
+  if b := _as_bytesio(image):
+    return b64encode(b.read()).decode('utf-8')
+
+  raise RequestError('image must be bytes, path-like object, or file-like object')
 
 
 def _as_path(s: Optional[Union[str, PathLike]]) -> Union[Path, None]:
   if isinstance(s, str) or isinstance(s, Path):
-    return Path(s)
+    try:
+      if (p := Path(s)).exists():
+        return p
+    except Exception:
+      ...
   return None
 
 

ollama/_types.py

@@ -11,31 +11,31 @@ else:
 
 class BaseGenerateResponse(TypedDict):
   model: str
-  "Model used to generate response."
+  'Model used to generate response.'
 
   created_at: str
-  "Time when the request was created."
+  'Time when the request was created.'
 
   done: bool
-  "True if response is complete, otherwise False. Useful for streaming to detect the final response."
+  'True if response is complete, otherwise False. Useful for streaming to detect the final response.'
 
   total_duration: int
-  "Total duration in nanoseconds."
+  'Total duration in nanoseconds.'
 
   load_duration: int
-  "Load duration in nanoseconds."
+  'Load duration in nanoseconds.'
 
   prompt_eval_count: int
-  "Number of tokens evaluated in the prompt."
+  'Number of tokens evaluated in the prompt.'
 
   prompt_eval_duration: int
-  "Duration of evaluating the prompt in nanoseconds."
+  'Duration of evaluating the prompt in nanoseconds.'
 
   eval_count: int
-  "Number of tokens evaluated in inference."
+  'Number of tokens evaluated in inference.'
 
   eval_duration: int
-  "Duration of evaluating inference in nanoseconds."
+  'Duration of evaluating inference in nanoseconds.'
 
 
 class GenerateResponse(BaseGenerateResponse):
@@ -44,10 +44,10 @@ class GenerateResponse(BaseGenerateResponse):
   """
 
   response: str
-  "Response content. When streaming, this contains a fragment of the response."
+  'Response content. When streaming, this contains a fragment of the response.'
 
   context: Sequence[int]
-  "Tokenized history up to the point of the response."
+  'Tokenized history up to the point of the response.'
 
 
 class Message(TypedDict):
@@ -59,7 +59,7 @@ class Message(TypedDict):
   "Assumed role of the message. Response messages always has role 'assistant'."
 
   content: str
-  "Content of the message. Response messages contains message fragments when streaming."
+  'Content of the message. Response messages contains message fragments when streaming.'
 
   images: NotRequired[Sequence[Any]]
   """
@@ -80,7 +80,7 @@ class ChatResponse(BaseGenerateResponse):
   """
 
   message: Message
-  "Response message."
+  'Response message.'
 
 
 class ProgressResponse(TypedDict):
@@ -134,10 +134,10 @@ class RequestError(Exception):
   Common class for request errors.
   """
 
-  def __init__(self, content: str):
-    super().__init__(content)
-    self.content = content
-    "Reason for the error."
+  def __init__(self, error: str):
+    super().__init__(error)
+    self.error = error
+    'Reason for the error.'
 
 
 class ResponseError(Exception):
@@ -145,17 +145,17 @@ class ResponseError(Exception):
   Common class for response errors.
   """
 
-  def __init__(self, content: str, status_code: int = -1):
+  def __init__(self, error: str, status_code: int = -1):
     try:
       # try to parse content as JSON and extract 'error'
       # fallback to raw content if JSON parsing fails
-      content = json.loads(content).get('error', content)
+      error = json.loads(error).get('error', error)
     except json.JSONDecodeError:
       ...
 
-    super().__init__(content)
-    self.content = content
-    "Reason for the error."
+    super().__init__(error)
+    self.error = error
+    'Reason for the error.'
 
     self.status_code = status_code
-    "HTTP status code of the response."
+    'HTTP status code of the response.'

poetry.lock

@@ -1,14 +1,14 @@
-# This file is automatically @generated by Poetry 1.7.0 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
 
 [[package]]
 name = "anyio"
-version = "4.2.0"
+version = "4.3.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "anyio-4.2.0-py3-none-any.whl", hash = "sha256:745843b39e829e108e518c489b31dc757de7d2131d53fac32bd8df268227bfee"},
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 [package.dependencies]
@@ -138,13 +138,13 @@ files = [
 
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-version = "1.0.2"
+version = "1.0.4"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
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 asyncio = ["anyio (>=4.0,<5.0)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
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 description = "The next generation HTTP client."
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 python-versions = ">=3.8"
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+    {file = "pillow-10.2.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:fe4c15f6c9285dc54ce6553a3ce908ed37c8f3825b5a51a15c91442bb955b868"},
+    {file = "pillow-10.2.0.tar.gz", hash = "sha256:e87f0b2c78157e12d7686b27d63c070fd65d994e8ddae6f328e0dcf4a0cd007e"},
 ]
 
 [package.extras]
 docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-removed-in", "sphinxext-opengraph"]
+fpx = ["olefile"]
+mic = ["olefile"]
 tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
+typing = ["typing-extensions"]
+xmp = ["defusedxml"]
 
 [[package]]
 name = "pluggy"
-version = "1.3.0"
+version = "1.4.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pluggy-1.3.0-py3-none-any.whl", hash = "sha256:d89c696a773f8bd377d18e5ecda92b7a3793cbe66c87060a6fb58c7b6e1061f7"},
-    {file = "pluggy-1.3.0.tar.gz", hash = "sha256:cf61ae8f126ac6f7c451172cf30e3e43d3ca77615509771b3a984a0730651e12"},
+    {file = "pluggy-1.4.0-py3-none-any.whl", hash = "sha256:7db9f7b503d67d1c5b95f59773ebb58a8c1c288129a88665838012cfb07b8981"},
+    {file = "pluggy-1.4.0.tar.gz", hash = "sha256:8c85c2876142a764e5b7548e7d9a0e0ddb46f5185161049a79b7e974454223be"},
 ]
 
 [package.extras]
@@ -367,13 +385,13 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "pytest"
-version = "7.4.3"
+version = "7.4.4"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "pytest-7.4.3-py3-none-any.whl", hash = "sha256:0d009c083ea859a71b76adf7c1d502e4bc170b80a8ef002da5806527b9591fac"},
-    {file = "pytest-7.4.3.tar.gz", hash = "sha256:d989d136982de4e3b29dabcc838ad581c64e8ed52c11fbe86ddebd9da0818cd5"},
+    {file = "pytest-7.4.4-py3-none-any.whl", hash = "sha256:b090cdf5ed60bf4c45261be03239c2c1c22df034fbffe691abe93cd80cea01d8"},
+    {file = "pytest-7.4.4.tar.gz", hash = "sha256:2cf0005922c6ace4a3e2ec8b4080eb0d9753fdc93107415332f50ce9e7994280"},
 ]
 
 [package.dependencies]
@@ -389,17 +407,17 @@ testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "no
 
 [[package]]
 name = "pytest-asyncio"
-version = "0.23.2"
+version = "0.23.6"
 description = "Pytest support for asyncio"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pytest-asyncio-0.23.2.tar.gz", hash = "sha256:c16052382554c7b22d48782ab3438d5b10f8cf7a4bdcae7f0f67f097d95beecc"},
-    {file = "pytest_asyncio-0.23.2-py3-none-any.whl", hash = "sha256:ea9021364e32d58f0be43b91c6233fb8d2224ccef2398d6837559e587682808f"},
+    {file = "pytest-asyncio-0.23.6.tar.gz", hash = "sha256:ffe523a89c1c222598c76856e76852b787504ddb72dd5d9b6617ffa8aa2cde5f"},
+    {file = "pytest_asyncio-0.23.6-py3-none-any.whl", hash = "sha256:68516fdd1018ac57b846c9846b954f0393b26f094764a28c955eabb0536a4e8a"},
 ]
 
 [package.dependencies]
-pytest = ">=7.0.0"
+pytest = ">=7.0.0,<9"
 
 [package.extras]
 docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1.0)"]
@@ -425,13 +443,13 @@ testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtuale
 
 [[package]]
 name = "pytest-httpserver"
-version = "1.0.8"
+version = "1.0.10"
 description = "pytest-httpserver is a httpserver for pytest"
 optional = false
-python-versions = ">=3.8,<4.0"
+python-versions = ">=3.8"
 files = [
-    {file = "pytest_httpserver-1.0.8-py3-none-any.whl", hash = "sha256:24cd3d9f6a0b927c7bfc400d0b3fda7442721b8267ce29942bf307b190f0bb09"},
-    {file = "pytest_httpserver-1.0.8.tar.gz", hash = "sha256:e052f69bc8a9073db02484681e8e47004dd1fb3763b0ae833bd899e5895c559a"},
+    {file = "pytest_httpserver-1.0.10-py3-none-any.whl", hash = "sha256:d40e0cc3d61ed6e4d80f52a796926d557a7db62b17e43b3e258a78a3c34becb9"},
+    {file = "pytest_httpserver-1.0.10.tar.gz", hash = "sha256:77b9fbc2eb0a129cfbbacc8fe57e8cafe071d506489f31fe31e62f1b332d9905"},
 ]
 
 [package.dependencies]
@@ -439,39 +457,39 @@ Werkzeug = ">=2.0.0"
 
 [[package]]
 name = "ruff"
-version = "0.1.8"
+version = "0.1.15"
 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-0.1.8-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:c8e3255afd186c142eef4ec400d7826134f028a85da2146102a1172ecc7c3696"},
-    {file = "ruff-0.1.8-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ff78a7583020da124dd0deb835ece1d87bb91762d40c514ee9b67a087940528b"},
-    {file = "ruff-0.1.8-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:bd8ee69b02e7bdefe1e5da2d5b6eaaddcf4f90859f00281b2333c0e3a0cc9cd6"},
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+    {file = "ruff-0.1.15-py3-none-win_arm64.whl", hash = "sha256:9a933dfb1c14ec7a33cceb1e49ec4a16b51ce3c20fd42663198746efc0427360"},
+    {file = "ruff-0.1.15.tar.gz", hash = "sha256:f6dfa8c1b21c913c326919056c390966648b680966febcb796cc9d1aaab8564e"},
 ]
 
 [[package]]
 name = "sniffio"
-version = "1.3.0"
+version = "1.3.1"
 description = "Sniff out which async library your code is running under"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "sniffio-1.3.0-py3-none-any.whl", hash = "sha256:eecefdce1e5bbfb7ad2eeaabf7c1eeb404d7757c379bd1f7e5cce9d8bf425384"},
-    {file = "sniffio-1.3.0.tar.gz", hash = "sha256:e60305c5e5d314f5389259b7f22aaa33d8f7dee49763119234af3755c55b9101"},
+    {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
+    {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
 ]
 
 [[package]]
@@ -487,13 +505,13 @@ files = [
 
 [[package]]
 name = "typing-extensions"
-version = "4.9.0"
+version = "4.10.0"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "typing_extensions-4.9.0-py3-none-any.whl", hash = "sha256:af72aea155e91adfc61c3ae9e0e342dbc0cba726d6cba4b6c72c1f34e47291cd"},
-    {file = "typing_extensions-4.9.0.tar.gz", hash = "sha256:23478f88c37f27d76ac8aee6c905017a143b0b1b886c3c9f66bc2fd94f9f5783"},
+    {file = "typing_extensions-4.10.0-py3-none-any.whl", hash = "sha256:69b1a937c3a517342112fb4c6df7e72fc39a38e7891a5730ed4985b5214b5475"},
+    {file = "typing_extensions-4.10.0.tar.gz", hash = "sha256:b0abd7c89e8fb96f98db18d86106ff1d90ab692004eb746cf6eda2682f91b3cb"},
 ]
 
 [[package]]
@@ -516,4 +534,4 @@ watchdog = ["watchdog (>=2.3)"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.8"
-content-hash = "9416a897c95d3c80cf1bfd3cc61cd19f0143c9bd0bc7c219fcb31ee27c497c9d"
+content-hash = "78c0e3f11a62251ec1582f38173bafc50ac134d13f042f9378f75e4f64e004aa"

pyproject.toml

@@ -10,14 +10,14 @@ repository = "https://github.com/jmorganca/ollama-python"
 
 [tool.poetry.dependencies]
 python = "^3.8"
-httpx = "^0.25.2"
+httpx = "^0.27.0"
 
 [tool.poetry.group.dev.dependencies]
 pytest = "^7.4.3"
 pytest-asyncio = "^0.23.2"
 pytest-cov = "^4.1.0"
 pytest-httpserver = "^1.0.8"
-pillow = "^10.1.0"
+pillow = "^10.2.0"
 ruff = "^0.1.8"
 
 [build-system]

requirements.txt

@@ -1,27 +1,27 @@
-anyio==4.2.0 ; python_version >= "3.8" and python_version < "4.0" \
-    --hash=sha256:745843b39e829e108e518c489b31dc757de7d2131d53fac32bd8df268227bfee \
-    --hash=sha256:e1875bb4b4e2de1669f4bc7869b6d3f54231cdced71605e6e64c9be77e3be50f
-certifi==2023.11.17 ; python_version >= "3.8" and python_version < "4.0" \
-    --hash=sha256:9b469f3a900bf28dc19b8cfbf8019bf47f7fdd1a65a1d4ffb98fc14166beb4d1 \
-    --hash=sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474
+anyio==4.3.0 ; python_version >= "3.8" and python_version < "4.0" \
+    --hash=sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8 \
+    --hash=sha256:f75253795a87df48568485fd18cdd2a3fa5c4f7c5be8e5e36637733fce06fed6
+certifi==2024.2.2 ; python_version >= "3.8" and python_version < "4.0" \
+    --hash=sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f \
+    --hash=sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1
 exceptiongroup==1.2.0 ; python_version >= "3.8" and python_version < "3.11" \
     --hash=sha256:4bfd3996ac73b41e9b9628b04e079f193850720ea5945fc96a08633c66912f14 \
     --hash=sha256:91f5c769735f051a4290d52edd0858999b57e5876e9f85937691bd4c9fa3ed68
 h11==0.14.0 ; python_version >= "3.8" and python_version < "4.0" \
     --hash=sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d \
     --hash=sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761
-httpcore==1.0.2 ; python_version >= "3.8" and python_version < "4.0" \
-    --hash=sha256:096cc05bca73b8e459a1fc3dcf585148f63e534eae4339559c9b8a8d6399acc7 \
-    --hash=sha256:9fc092e4799b26174648e54b74ed5f683132a464e95643b226e00c2ed2fa6535
-httpx==0.25.2 ; python_version >= "3.8" and python_version < "4.0" \
-    --hash=sha256:8b8fcaa0c8ea7b05edd69a094e63a2094c4efcb48129fb757361bc423c0ad9e8 \
-    --hash=sha256:a05d3d052d9b2dfce0e3896636467f8a5342fb2b902c819428e1ac65413ca118
+httpcore==1.0.4 ; python_version >= "3.8" and python_version < "4.0" \
+    --hash=sha256:ac418c1db41bade2ad53ae2f3834a3a0f5ae76b56cf5aa497d2d033384fc7d73 \
+    --hash=sha256:cb2839ccfcba0d2d3c1131d3c3e26dfc327326fbe7a5dc0dbfe9f6c9151bb022
+httpx==0.27.0 ; python_version >= "3.8" and python_version < "4.0" \
+    --hash=sha256:71d5465162c13681bff01ad59b2cc68dd838ea1f10e51574bac27103f00c91a5 \
+    --hash=sha256:a0cb88a46f32dc874e04ee956e4c2764aba2aa228f650b06788ba6bda2962ab5
 idna==3.6 ; python_version >= "3.8" and python_version < "4.0" \
     --hash=sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca \
     --hash=sha256:c05567e9c24a6b9faaa835c4821bad0590fbb9d5779e7caa6e1cc4978e7eb24f
-sniffio==1.3.0 ; python_version >= "3.8" and python_version < "4.0" \
-    --hash=sha256:e60305c5e5d314f5389259b7f22aaa33d8f7dee49763119234af3755c55b9101 \
-    --hash=sha256:eecefdce1e5bbfb7ad2eeaabf7c1eeb404d7757c379bd1f7e5cce9d8bf425384
-typing-extensions==4.9.0 ; python_version >= "3.8" and python_version < "3.11" \
-    --hash=sha256:23478f88c37f27d76ac8aee6c905017a143b0b1b886c3c9f66bc2fd94f9f5783 \
-    --hash=sha256:af72aea155e91adfc61c3ae9e0e342dbc0cba726d6cba4b6c72c1f34e47291cd
+sniffio==1.3.1 ; python_version >= "3.8" and python_version < "4.0" \
+    --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2 \
+    --hash=sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc
+typing-extensions==4.10.0 ; python_version >= "3.8" and python_version < "3.11" \
+    --hash=sha256:69b1a937c3a517342112fb4c6df7e72fc39a38e7891a5730ed4985b5214b5475 \
+    --hash=sha256:b0abd7c89e8fb96f98db18d86106ff1d90ab692004eb746cf6eda2682f91b3cb

tests/test_client.py

@@ -1,7 +1,6 @@
 import os
 import io
 import json
-import types
 import pytest
 import tempfile
 from pathlib import Path
@@ -30,6 +29,7 @@ def test_client_chat(httpserver: HTTPServer):
       'stream': False,
       'format': '',
       'options': {},
+      'keep_alive': None,
     },
   ).respond_with_json(
     {
@@ -76,14 +76,17 @@ def test_client_chat_stream(httpserver: HTTPServer):
       'stream': True,
       'format': '',
       'options': {},
+      'keep_alive': None,
     },
   ).respond_with_handler(stream_handler)
 
   client = Client(httpserver.url_for('/'))
   response = client.chat('dummy', messages=[{'role': 'user', 'content': 'Why is the sky blue?'}], stream=True)
+
+  it = iter(['I ', "don't ", 'know.'])
   for part in response:
     assert part['message']['role'] in 'assistant'
-    assert part['message']['content'] in ['I ', "don't ", 'know.']
+    assert part['message']['content'] == next(it)
 
 
 def test_client_chat_images(httpserver: HTTPServer):
@@ -102,6 +105,7 @@ def test_client_chat_images(httpserver: HTTPServer):
       'stream': False,
       'format': '',
       'options': {},
+      'keep_alive': None,
     },
   ).respond_with_json(
     {
@@ -138,6 +142,7 @@ def test_client_generate(httpserver: HTTPServer):
       'images': [],
       'format': '',
       'options': {},
+      'keep_alive': None,
     },
   ).respond_with_json(
     {
@@ -182,14 +187,17 @@ def test_client_generate_stream(httpserver: HTTPServer):
       'images': [],
       'format': '',
       'options': {},
+      'keep_alive': None,
     },
   ).respond_with_handler(stream_handler)
 
   client = Client(httpserver.url_for('/'))
   response = client.generate('dummy', 'Why is the sky blue?', stream=True)
+
+  it = iter(['Because ', 'it ', 'is.'])
   for part in response:
     assert part['model'] == 'dummy'
-    assert part['response'] in ['Because ', 'it ', 'is.']
+    assert part['response'] == next(it)
 
 
 def test_client_generate_images(httpserver: HTTPServer):
@@ -207,6 +215,7 @@ def test_client_generate_images(httpserver: HTTPServer):
       'images': ['iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAIAAACQd1PeAAAADElEQVR4nGNgYGAAAAAEAAH2FzhVAAAAAElFTkSuQmCC'],
       'format': '',
       'options': {},
+      'keep_alive': None,
     },
   ).respond_with_json(
     {
@@ -263,11 +272,14 @@ def test_client_pull_stream(httpserver: HTTPServer):
       'insecure': False,
       'stream': True,
     },
-  ).respond_with_json({})
+  ).respond_with_handler(stream_handler)
 
   client = Client(httpserver.url_for('/'))
   response = client.pull('dummy', stream=True)
-  assert isinstance(response, types.GeneratorType)
+
+  it = iter(['pulling manifest', 'verifying sha256 digest', 'writing manifest', 'removing any unused layers', 'success'])
+  for part in response:
+    assert part['status'] == next(it)
 
 
 def test_client_push(httpserver: HTTPServer):
@@ -287,6 +299,14 @@ def test_client_push(httpserver: HTTPServer):
 
 
 def test_client_push_stream(httpserver: HTTPServer):
+  def stream_handler(_: Request):
+    def generate():
+      yield json.dumps({'status': 'retrieving manifest'}) + '\n'
+      yield json.dumps({'status': 'pushing manifest'}) + '\n'
+      yield json.dumps({'status': 'success'}) + '\n'
+
+    return Response(generate())
+
   httpserver.expect_ordered_request(
     '/api/push',
     method='POST',
@@ -295,11 +315,14 @@ def test_client_push_stream(httpserver: HTTPServer):
       'insecure': False,
       'stream': True,
     },
-  ).respond_with_json({})
+  ).respond_with_handler(stream_handler)
 
   client = Client(httpserver.url_for('/'))
   response = client.push('dummy', stream=True)
-  assert isinstance(response, types.GeneratorType)
+
+  it = iter(['retrieving manifest', 'pushing manifest', 'success'])
+  for part in response:
+    assert part['status'] == next(it)
 
 
 def test_client_create_path(httpserver: HTTPServer):
@@ -399,13 +422,61 @@ def test_client_create_modelfile(httpserver: HTTPServer):
     assert isinstance(response, dict)
 
 
+def test_client_create_modelfile_roundtrip(httpserver: HTTPServer):
+  httpserver.expect_ordered_request(PrefixPattern('/api/blobs/'), method='HEAD').respond_with_response(Response(status=200))
+  httpserver.expect_ordered_request(
+    '/api/create',
+    method='POST',
+    json={
+      'name': 'dummy',
+      'modelfile': '''FROM @sha256:e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
+TEMPLATE """[INST] <<SYS>>{{.System}}<</SYS>>
+{{.Prompt}} [/INST]"""
+SYSTEM """
+Use
+multiline
+strings.
+"""
+PARAMETER stop [INST]
+PARAMETER stop [/INST]
+PARAMETER stop <<SYS>>
+PARAMETER stop <</SYS>>''',
+      'stream': False,
+    },
+  ).respond_with_json({})
+
+  client = Client(httpserver.url_for('/'))
+
+  with tempfile.NamedTemporaryFile() as blob:
+    response = client.create(
+      'dummy',
+      modelfile='\n'.join(
+        [
+          f'FROM {blob.name}',
+          'TEMPLATE """[INST] <<SYS>>{{.System}}<</SYS>>',
+          '{{.Prompt}} [/INST]"""',
+          'SYSTEM """',
+          'Use',
+          'multiline',
+          'strings.',
+          '"""',
+          'PARAMETER stop [INST]',
+          'PARAMETER stop [/INST]',
+          'PARAMETER stop <<SYS>>',
+          'PARAMETER stop <</SYS>>',
+        ]
+      ),
+    )
+    assert isinstance(response, dict)
+
+
 def test_client_create_from_library(httpserver: HTTPServer):
   httpserver.expect_ordered_request(
     '/api/create',
     method='POST',
     json={
       'name': 'dummy',
-      'modelfile': 'FROM llama2\n',
+      'modelfile': 'FROM llama2',
       'stream': False,
     },
   ).respond_with_json({})
@@ -448,6 +519,7 @@ async def test_async_client_chat(httpserver: HTTPServer):
       'stream': False,
       'format': '',
       'options': {},
+      'keep_alive': None,
     },
   ).respond_with_json({})
 
@@ -458,6 +530,24 @@ async def test_async_client_chat(httpserver: HTTPServer):
 
 @pytest.mark.asyncio
 async def test_async_client_chat_stream(httpserver: HTTPServer):
+  def stream_handler(_: Request):
+    def generate():
+      for message in ['I ', "don't ", 'know.']:
+        yield (
+          json.dumps(
+            {
+              'model': 'dummy',
+              'message': {
+                'role': 'assistant',
+                'content': message,
+              },
+            }
+          )
+          + '\n'
+        )
+
+    return Response(generate())
+
   httpserver.expect_ordered_request(
     '/api/chat',
     method='POST',
@@ -467,12 +557,17 @@ async def test_async_client_chat_stream(httpserver: HTTPServer):
       'stream': True,
       'format': '',
       'options': {},
+      'keep_alive': None,
     },
-  ).respond_with_json({})
+  ).respond_with_handler(stream_handler)
 
   client = AsyncClient(httpserver.url_for('/'))
   response = await client.chat('dummy', messages=[{'role': 'user', 'content': 'Why is the sky blue?'}], stream=True)
-  assert isinstance(response, types.AsyncGeneratorType)
+
+  it = iter(['I ', "don't ", 'know.'])
+  async for part in response:
+    assert part['message']['role'] == 'assistant'
+    assert part['message']['content'] == next(it)
 
 
 @pytest.mark.asyncio
@@ -492,6 +587,7 @@ async def test_async_client_chat_images(httpserver: HTTPServer):
       'stream': False,
       'format': '',
       'options': {},
+      'keep_alive': None,
     },
   ).respond_with_json({})
 
@@ -519,6 +615,7 @@ async def test_async_client_generate(httpserver: HTTPServer):
       'images': [],
       'format': '',
       'options': {},
+      'keep_alive': None,
     },
   ).respond_with_json({})
 
@@ -529,6 +626,21 @@ async def test_async_client_generate(httpserver: HTTPServer):
 
 @pytest.mark.asyncio
 async def test_async_client_generate_stream(httpserver: HTTPServer):
+  def stream_handler(_: Request):
+    def generate():
+      for message in ['Because ', 'it ', 'is.']:
+        yield (
+          json.dumps(
+            {
+              'model': 'dummy',
+              'response': message,
+            }
+          )
+          + '\n'
+        )
+
+    return Response(generate())
+
   httpserver.expect_ordered_request(
     '/api/generate',
     method='POST',
@@ -543,12 +655,17 @@ async def test_async_client_generate_stream(httpserver: HTTPServer):
       'images': [],
       'format': '',
       'options': {},
+      'keep_alive': None,
     },
-  ).respond_with_json({})
+  ).respond_with_handler(stream_handler)
 
   client = AsyncClient(httpserver.url_for('/'))
   response = await client.generate('dummy', 'Why is the sky blue?', stream=True)
-  assert isinstance(response, types.AsyncGeneratorType)
+
+  it = iter(['Because ', 'it ', 'is.'])
+  async for part in response:
+    assert part['model'] == 'dummy'
+    assert part['response'] == next(it)
 
 
 @pytest.mark.asyncio
@@ -567,6 +684,7 @@ async def test_async_client_generate_images(httpserver: HTTPServer):
       'images': ['iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAIAAACQd1PeAAAADElEQVR4nGNgYGAAAAAEAAH2FzhVAAAAAElFTkSuQmCC'],
       'format': '',
       'options': {},
+      'keep_alive': None,
     },
   ).respond_with_json({})
 
@@ -597,6 +715,16 @@ async def test_async_client_pull(httpserver: HTTPServer):
 
 @pytest.mark.asyncio
 async def test_async_client_pull_stream(httpserver: HTTPServer):
+  def stream_handler(_: Request):
+    def generate():
+      yield json.dumps({'status': 'pulling manifest'}) + '\n'
+      yield json.dumps({'status': 'verifying sha256 digest'}) + '\n'
+      yield json.dumps({'status': 'writing manifest'}) + '\n'
+      yield json.dumps({'status': 'removing any unused layers'}) + '\n'
+      yield json.dumps({'status': 'success'}) + '\n'
+
+    return Response(generate())
+
   httpserver.expect_ordered_request(
     '/api/pull',
     method='POST',
@@ -605,11 +733,14 @@ async def test_async_client_pull_stream(httpserver: HTTPServer):
       'insecure': False,
       'stream': True,
     },
-  ).respond_with_json({})
+  ).respond_with_handler(stream_handler)
 
   client = AsyncClient(httpserver.url_for('/'))
   response = await client.pull('dummy', stream=True)
-  assert isinstance(response, types.AsyncGeneratorType)
+
+  it = iter(['pulling manifest', 'verifying sha256 digest', 'writing manifest', 'removing any unused layers', 'success'])
+  async for part in response:
+    assert part['status'] == next(it)
 
 
 @pytest.mark.asyncio
@@ -631,6 +762,14 @@ async def test_async_client_push(httpserver: HTTPServer):
 
 @pytest.mark.asyncio
 async def test_async_client_push_stream(httpserver: HTTPServer):
+  def stream_handler(_: Request):
+    def generate():
+      yield json.dumps({'status': 'retrieving manifest'}) + '\n'
+      yield json.dumps({'status': 'pushing manifest'}) + '\n'
+      yield json.dumps({'status': 'success'}) + '\n'
+
+    return Response(generate())
+
   httpserver.expect_ordered_request(
     '/api/push',
     method='POST',
@@ -639,11 +778,14 @@ async def test_async_client_push_stream(httpserver: HTTPServer):
       'insecure': False,
       'stream': True,
     },
-  ).respond_with_json({})
+  ).respond_with_handler(stream_handler)
 
   client = AsyncClient(httpserver.url_for('/'))
   response = await client.push('dummy', stream=True)
-  assert isinstance(response, types.AsyncGeneratorType)
+
+  it = iter(['retrieving manifest', 'pushing manifest', 'success'])
+  async for part in response:
+    assert part['status'] == next(it)
 
 
 @pytest.mark.asyncio
@@ -738,6 +880,55 @@ async def test_async_client_create_modelfile(httpserver: HTTPServer):
     assert isinstance(response, dict)
 
 
+@pytest.mark.asyncio
+async def test_async_client_create_modelfile_roundtrip(httpserver: HTTPServer):
+  httpserver.expect_ordered_request(PrefixPattern('/api/blobs/'), method='HEAD').respond_with_response(Response(status=200))
+  httpserver.expect_ordered_request(
+    '/api/create',
+    method='POST',
+    json={
+      'name': 'dummy',
+      'modelfile': '''FROM @sha256:e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
+TEMPLATE """[INST] <<SYS>>{{.System}}<</SYS>>
+{{.Prompt}} [/INST]"""
+SYSTEM """
+Use
+multiline
+strings.
+"""
+PARAMETER stop [INST]
+PARAMETER stop [/INST]
+PARAMETER stop <<SYS>>
+PARAMETER stop <</SYS>>''',
+      'stream': False,
+    },
+  ).respond_with_json({})
+
+  client = AsyncClient(httpserver.url_for('/'))
+
+  with tempfile.NamedTemporaryFile() as blob:
+    response = await client.create(
+      'dummy',
+      modelfile='\n'.join(
+        [
+          f'FROM {blob.name}',
+          'TEMPLATE """[INST] <<SYS>>{{.System}}<</SYS>>',
+          '{{.Prompt}} [/INST]"""',
+          'SYSTEM """',
+          'Use',
+          'multiline',
+          'strings.',
+          '"""',
+          'PARAMETER stop [INST]',
+          'PARAMETER stop [/INST]',
+          'PARAMETER stop <<SYS>>',
+          'PARAMETER stop <</SYS>>',
+        ]
+      ),
+    )
+    assert isinstance(response, dict)
+
+
 @pytest.mark.asyncio
 async def test_async_client_create_from_library(httpserver: HTTPServer):
   httpserver.expect_ordered_request(
@@ -745,7 +936,7 @@ async def test_async_client_create_from_library(httpserver: HTTPServer):
     method='POST',
     json={
       'name': 'dummy',
-      'modelfile': 'FROM llama2\n',
+      'modelfile': 'FROM llama2',
       'stream': False,
     },
   ).respond_with_json({})