Merge pull request #20 from ollama/BruceMacD-pull-example-type

fix pull example typo
2026-06-16 21:24:52 +00:00 · 2024-01-23 11:56:55 -08:00 · 2024-01-22 19:03:05 -05:00 · 2024-01-22 15:24:19 -08:00 · 2024-01-22 15:23:23 -08:00 · 2024-01-22 15:23:23 -08:00
18 changed files with 607 additions and 279 deletions
@@ -11,6 +11,7 @@ jobs:
    environment: release
    permissions:
      id-token: write
+      contents: write
    steps:
      - uses: actions/checkout@v4
      - run: pipx install poetry
@@ -22,6 +23,6 @@ jobs:
          poetry version ${GITHUB_REF_NAME#v}
          poetry build
      - uses: pypa/gh-action-pypi-publish@release/v1
-      - run: gh release upload $GIT_REF_NAME dist/*
+      - run: gh release upload $GITHUB_REF_NAME dist/*
        env:
          GH_TOKEN: ${{ github.token }}
@@ -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.

@@ -0,0 +1,3 @@
+# async-chat-stream
+
+This example demonstrates how to create a conversation history using an asynchronous Ollama client and the chat endpoint. The streaming response is outputted to `stdout` as well as a TTS if enabled with `--speak` and available. Supported TTS are `say` on macOS and `espeak` on Linux.
@@ -0,0 +1,59 @@
+import shutil
+import asyncio
+import argparse
+
+import ollama
+
+
+async def speak(speaker, content):
+  if speaker:
+    p = await asyncio.create_subprocess_exec(speaker, content)
+    await p.communicate()
+
+
+async def main():
+  parser = argparse.ArgumentParser()
+  parser.add_argument('--speak', default=False, action='store_true')
+  args = parser.parse_args()
+
+  speaker = None
+  if not args.speak:
+    ...
+  elif say := shutil.which('say'):
+    speaker = say
+  elif (espeak := shutil.which('espeak')) or (espeak := shutil.which('espeak-ng')):
+    speaker = espeak
+
+  client = ollama.AsyncClient()
+
+  messages = []
+
+  while True:
+    if content_in := input('>>> '):
+      messages.append({'role': 'user', 'content': content_in})
+
+      content_out = ''
+      message = {'role': 'assistant', 'content': ''}
+      async for response in await client.chat(model='mistral', messages=messages, stream=True):
+        if response['done']:
+          messages.append(message)
+
+        content = response['message']['content']
+        print(content, end='', flush=True)
+
+        content_out += content
+        if content in ['.', '!', '?', '\n']:
+          await speak(speaker, content_out)
+          content_out = ''
+
+        message['content'] += content
+
+      if content_out:
+        await speak(speaker, content_out)
+      print()
+
+
+try:
+  asyncio.run(main())
+except (KeyboardInterrupt, EOFError):
+  ...
@@ -0,0 +1,9 @@
+# pull-progress
+
+This example emulates `ollama pull` using the Python library and [`tqdm`](https://tqdm.github.io/).
+
+## Setup
+
+```shell
+pip install -r requirements.txt
+```
@@ -0,0 +1,21 @@
+from tqdm import tqdm
+from ollama import pull
+
+
+current_digest, bars = '', {}
+for progress in pull('mistral', stream=True):
+  digest = progress.get('digest', '')
+  if digest != current_digest and current_digest in bars:
+    bars[current_digest].close()
+
+  if not digest:
+    print(progress.get('status'))
+    continue
+
+  if digest not in bars and (total := progress.get('total')):
+    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)
+
+  current_digest = digest
@@ -0,0 +1 @@
+tqdm==4.66.1
@@ -2,6 +2,7 @@ import os
 import io
 import json
 import httpx
+import urllib.parse
 from os import PathLike
 from pathlib import Path
 from hashlib import sha256
@@ -23,7 +24,7 @@ class BaseClient:
  def __init__(
    self,
    client,
-    base_url: Optional[str] = None,
+    host: Optional[str] = None,
    follow_redirects: bool = True,
    timeout: Any = None,
    **kwargs,
@@ -31,15 +32,12 @@ class BaseClient:
    """
    Creates a httpx client. Default parameters are the same as those defined in httpx
    except for the following:
-
-    - `base_url`: http://127.0.0.1:11434
    - `follow_redirects`: True
    - `timeout`: None
-
    `kwargs` are passed to the httpx client.
    """
    self._client = client(
-      base_url=base_url or os.getenv('OLLAMA_HOST', 'http://127.0.0.1:11434'),
+      base_url=_parse_host(host or os.getenv('OLLAMA_HOST')),
      follow_redirects=follow_redirects,
      timeout=timeout,
      **kwargs,
@@ -47,8 +45,8 @@ class BaseClient:


 class Client(BaseClient):
-  def __init__(self, base_url: Optional[str] = None, **kwargs) -> None:
-    super().__init__(httpx.Client, base_url, **kwargs)
+  def __init__(self, host: Optional[str] = None, **kwargs) -> None:
+    super().__init__(httpx.Client, host, **kwargs)

  def _request(self, method: str, url: str, **kwargs) -> httpx.Response:
    response = self._client.request(method, url, **kwargs)
@@ -262,7 +260,7 @@ class Client(BaseClient):
    for line in io.StringIO(modelfile):
      command, _, args = line.partition(' ')
      if command.upper() in ['FROM', 'ADAPTER']:
-        path = Path(args).expanduser()
+        path = Path(args.strip()).expanduser()
        path = path if path.is_absolute() else base / path
        if path.exists():
          args = f'@{self._create_blob(path)}'
@@ -288,7 +286,7 @@ class Client(BaseClient):
        raise

      with open(path, 'rb') as r:
-        self._request('PUT', f'/api/blobs/{digest}', content=r)
+        self._request('POST', f'/api/blobs/{digest}', content=r)

    return digest

@@ -299,17 +297,17 @@ class Client(BaseClient):
  def list(self) -> Mapping[str, Any]:
    return self._request('GET', '/api/tags').json()

-  def copy(self, source: str, target: str) -> Mapping[str, Any]:
-    response = self._request('POST', '/api/copy', json={'source': source, 'destination': target})
+  def copy(self, source: str, destination: str) -> Mapping[str, Any]:
+    response = self._request('POST', '/api/copy', json={'source': source, 'destination': destination})
    return {'status': 'success' if response.status_code == 200 else 'error'}

  def show(self, model: str) -> Mapping[str, Any]:
-    return self._request('GET', '/api/show', json={'name': model}).json()
+    return self._request('POST', '/api/show', json={'name': model}).json()


 class AsyncClient(BaseClient):
-  def __init__(self, base_url: Optional[str] = None, **kwargs) -> None:
-    super().__init__(httpx.AsyncClient, base_url, **kwargs)
+  def __init__(self, host: Optional[str] = None, **kwargs) -> None:
+    super().__init__(httpx.AsyncClient, host, **kwargs)

  async def _request(self, method: str, url: str, **kwargs) -> httpx.Response:
    response = await self._client.request(method, url, **kwargs)
@@ -563,7 +561,7 @@ class AsyncClient(BaseClient):
              break
            yield chunk

-      await self._request('PUT', f'/api/blobs/{digest}', content=upload_bytes())
+      await self._request('POST', f'/api/blobs/{digest}', content=upload_bytes())

    return digest

@@ -575,12 +573,12 @@ class AsyncClient(BaseClient):
    response = await self._request('GET', '/api/tags')
    return response.json()

-  async def copy(self, source: str, target: str) -> Mapping[str, Any]:
-    response = await self._request('POST', '/api/copy', json={'source': source, 'destination': target})
+  async def copy(self, source: str, destination: str) -> Mapping[str, Any]:
+    response = await self._request('POST', '/api/copy', json={'source': source, 'destination': destination})
    return {'status': 'success' if response.status_code == 200 else 'error'}

  async def show(self, model: str) -> Mapping[str, Any]:
-    response = await self._request('GET', '/api/show', json={'name': model})
+    response = await self._request('POST', '/api/show', json={'name': model})
    return response.json()


@@ -607,3 +605,53 @@ def _as_bytesio(s: Any) -> Union[io.BytesIO, None]:
  elif isinstance(s, bytes):
    return io.BytesIO(s)
  return None
+
+
+def _parse_host(host: Optional[str]) -> str:
+  """
+  >>> _parse_host(None)
+  'http://127.0.0.1:11434'
+  >>> _parse_host('')
+  'http://127.0.0.1:11434'
+  >>> _parse_host('1.2.3.4')
+  'http://1.2.3.4:11434'
+  >>> _parse_host(':56789')
+  'http://127.0.0.1:56789'
+  >>> _parse_host('1.2.3.4:56789')
+  'http://1.2.3.4:56789'
+  >>> _parse_host('http://1.2.3.4')
+  'http://1.2.3.4:80'
+  >>> _parse_host('https://1.2.3.4')
+  'https://1.2.3.4:443'
+  >>> _parse_host('https://1.2.3.4:56789')
+  'https://1.2.3.4:56789'
+  >>> _parse_host('example.com')
+  'http://example.com:11434'
+  >>> _parse_host('example.com:56789')
+  'http://example.com:56789'
+  >>> _parse_host('http://example.com')
+  'http://example.com:80'
+  >>> _parse_host('https://example.com')
+  'https://example.com:443'
+  >>> _parse_host('https://example.com:56789')
+  'https://example.com:56789'
+  >>> _parse_host('example.com/')
+  'http://example.com:11434'
+  >>> _parse_host('example.com:56789/')
+  'http://example.com:56789'
+  """
+
+  host, port = host or '', 11434
+  scheme, _, hostport = host.partition('://')
+  if not hostport:
+    scheme, hostport = 'http', host
+  elif scheme == 'http':
+    port = 80
+  elif scheme == 'https':
+    port = 443
+
+  split = urllib.parse.urlsplit('://'.join([scheme, hostport]))
+  host = split.hostname or '127.0.0.1'
+  port = split.port or port
+
+  return f'{scheme}://{host}:{port}'
@@ -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.'
@@ -1,4 +1,4 @@
-# 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"
@@ -46,63 +46,63 @@ files = [

 [[package]]
 name = "coverage"
-version = "7.3.4"
+version = "7.4.0"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "coverage-7.3.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e4353923f38d752ecfbd3f1f20bf7a3546993ae5ecd7c07fd2f25d40b4e54571"},
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 [[package]]
 name = "pluggy"
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+    {file = "ruff-0.1.14-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:b2027dde79d217b211d725fc833e8965dc90a16d0d3213f1298f97465956661b"},
+    {file = "ruff-0.1.14-py3-none-win32.whl", hash = "sha256:722bafc299145575a63bbd6b5069cb643eaa62546a5b6398f82b3e4403329cab"},
+    {file = "ruff-0.1.14-py3-none-win_amd64.whl", hash = "sha256:e3d241aa61f92b0805a7082bd89a9990826448e4d0398f0e2bc8f05c75c63d99"},
+    {file = "ruff-0.1.14-py3-none-win_arm64.whl", hash = "sha256:269302b31ade4cde6cf6f9dd58ea593773a37ed3f7b97e793c8594b262466b67"},
+    {file = "ruff-0.1.14.tar.gz", hash = "sha256:ad3f8088b2dfd884820289a06ab718cde7d38b94972212cc4ba90d5fbc9955f3"},
 ]

 [[package]]
@@ -516,4 +534,4 @@ watchdog = ["watchdog (>=2.3)"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.8"
-content-hash = "9416a897c95d3c80cf1bfd3cc61cd19f0143c9bd0bc7c219fcb31ee27c497c9d"
+content-hash = "a516e97b6a647d7fb86935723d10ac863b6ca1debb23e1f3fd17307dddbba1aa"
@@ -17,7 +17,7 @@ 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]
@@ -35,3 +35,6 @@ indent-style = "space"
 [tool.ruff.lint]
 select = ["E", "F", "B"]
 ignore = ["E501"]
+
+[tool.pytest.ini_options]
+addopts = '--doctest-modules --ignore examples'
@@ -1,7 +1,6 @@
 import os
 import io
 import json
-import types
 import pytest
 import tempfile
 from pathlib import Path
@@ -81,9 +80,11 @@ def test_client_chat_stream(httpserver: HTTPServer):

  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):
@@ -187,9 +188,11 @@ def test_client_generate_stream(httpserver: HTTPServer):

  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):
@@ -263,11 +266,14 @@ 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 +293,14 @@ 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 +309,14 @@ 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):
@@ -418,7 +435,7 @@ def test_client_create_from_library(httpserver: HTTPServer):

 def test_client_create_blob(httpserver: HTTPServer):
  httpserver.expect_ordered_request(PrefixPattern('/api/blobs/'), method='HEAD').respond_with_response(Response(status=404))
-  httpserver.expect_ordered_request(PrefixPattern('/api/blobs/'), method='PUT').respond_with_response(Response(status=201))
+  httpserver.expect_ordered_request(PrefixPattern('/api/blobs/'), method='POST').respond_with_response(Response(status=201))

  client = Client(httpserver.url_for('/'))

@@ -458,6 +475,24 @@ 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',
@@ -468,11 +503,15 @@ async def test_async_client_chat_stream(httpserver: HTTPServer):
      'format': '',
      'options': {},
    },
-  ).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
@@ -529,6 +568,21 @@ 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',
@@ -544,11 +598,15 @@ async def test_async_client_generate_stream(httpserver: HTTPServer):
      'format': '',
      'options': {},
    },
-  ).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
@@ -597,6 +655,16 @@ 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 +673,14 @@ 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 +702,14 @@ 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 +718,14 @@ 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
@@ -759,7 +841,7 @@ 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='HEAD').respond_with_response(Response(status=404))
-  httpserver.expect_ordered_request(PrefixPattern('/api/blobs/'), method='PUT').respond_with_response(Response(status=201))
+  httpserver.expect_ordered_request(PrefixPattern('/api/blobs/'), method='POST').respond_with_response(Response(status=201))

  client = AsyncClient(httpserver.url_for('/'))
Author	SHA1	Message	Date
Michael Yang	19e7a3d9ce	Merge pull request #20 from ollama/BruceMacD-pull-example-type fix pull example typo	2024-01-23 11:56:55 -08:00
Bruce MacDonald	9bfa1d1ecf	fix pull example typo	2024-01-22 19:03:05 -05:00
Michael Yang	2e0b2e15f0	Merge pull request #18 from jmorganca/mxyng/fix-tests fix unit tests	2024-01-22 15:24:19 -08:00
Michael Yang	5c1df78b7d	remove unused import	2024-01-22 15:23:23 -08:00
Michael Yang	c8f7d9b7d2	fix tests	2024-01-22 15:23:23 -08:00
Michael Yang	21aad8447c	fix: update async stream tests	2024-01-22 15:23:23 -08:00
Michael Yang	38f68e251d	Merge pull request #19 from jmorganca/mxyng/upgrade-pillow upgrade pillow	2024-01-22 15:22:16 -08:00
Michael Yang	fa6d8d5a9f	upgrade pillow	2024-01-22 15:20:40 -08:00
Michael Yang	373a2e3759	Merge pull request #17 from jmorganca/mxyng/response-error update response error field to match json response	2024-01-22 09:44:45 -08:00
Michael Yang	27f0dfe0ca	update response error field to match json response	2024-01-22 09:41:22 -08:00
Jeffrey Morgan	467fd833f3	Use `client` variable name for custom client in `README.md`	2024-01-20 15:34:39 -05:00
Jeffrey Morgan	9c60d1569c	Additional docs in `README.md`	2024-01-20 15:25:47 -05:00
Michael Yang	43d36489b2	Merge pull request #16 from jmorganca/ollama-host fix: update OLLAMA_HOST parsing to match ollama CLI	2024-01-19 14:09:47 -08:00
Michael Yang	3119736eda	s/base_url/host/	2024-01-19 14:00:49 -08:00
Michael Yang	bae245ea63	update pytest configs	2024-01-19 13:17:42 -08:00
Michael Yang	bf46f31936	Merge pull request #15 from jmorganca/mxyng/examples examples	2024-01-18 14:01:00 -08:00
Michael Yang	81e253997d	examples: add pull progress readme	2024-01-18 11:20:54 -08:00
Michael Yang	89c4b54316	examples: add async chat	2024-01-18 11:20:48 -08:00
Michael Yang	8497ffa3d4	examples: rename directories	2024-01-18 11:20:36 -08:00
Michael Yang	af02cb3fba	Merge pull request #13 from jmorganca/mxyng/pull-progress add example for pulling with progress bar	2024-01-17 14:40:22 -08:00
Michael Yang	a01b48814a	add example for pulling with progress bar	2024-01-17 14:37:11 -08:00
Michael Yang	f00c93eab3	Merge pull request #11 from jmorganca/mxyng/ci-publish-perms ci: give publish job content perms	2024-01-16 12:52:30 -08:00
Michael Yang	516fb19076	ci: give publish job content perms	2024-01-16 12:35:39 -08:00
Michael Yang	1a60f07e28	Merge pull request #10 from easp/main Changed 'show' to use POST instead of GET	2024-01-16 12:22:48 -08:00
Erik Sp	27e2ef1161	Changed 'show' to use POST instead of GET	2024-01-14 12:00:20 -08:00
Michael Yang	53b10f7c00	Merge pull request #9 from jmorganca/destination s/target/destination/	2024-01-12 15:03:31 -08:00
Michael Yang	582839f24f	s/target/destination/	2024-01-12 14:59:32 -08:00
Michael Yang	fc60bd74e9	Merge pull request #8 from jmorganca/brucemacd/remote-create fix: remote create new file	2024-01-12 09:22:52 -08:00
Bruce MacDonald	e3733a235d	fix tests	2024-01-12 11:03:40 -05:00
Bruce MacDonald	b232a6c04d	fix: remote create new file	2024-01-12 10:48:59 -05:00
Michael Yang	e0ee198195	Merge pull request #7 from jmorganca/mxyng/fix-publish fix gh release upload	2024-01-11 16:53:47 -08:00
Michael Yang	99df3c3a07	fix gh release upload	2024-01-11 16:52:17 -08:00