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Merge pull request #1 from jmorganca/mxyng/tests
add ci tests/lint
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name: publish | ||
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on: | ||
release: | ||
types: | ||
- created | ||
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jobs: | ||
publish: | ||
runs-on: ubuntu-latest | ||
environment: release | ||
permissions: | ||
id-token: write | ||
steps: | ||
- uses: actions/checkout@v4 | ||
- run: pipx install poetry | ||
- uses: actions/setup-python@v5 | ||
with: | ||
cache: poetry | ||
- run: | | ||
poetry version -- ${GIT_REF_NAME#v} | ||
poetry build | ||
- uses: pypa/gh-action-pypi-publish@release/v1 | ||
- run: gh release upload $GIT_REF_NAME dist/* |
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name: test | ||
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on: | ||
pull_request: | ||
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jobs: | ||
test: | ||
strategy: | ||
matrix: | ||
python-version: ['3.8', '3.9', '3.10', '3.11', '3.12'] | ||
runs-on: ubuntu-latest | ||
steps: | ||
- uses: actions/checkout@v4 | ||
- run: pipx install poetry | ||
- uses: actions/setup-python@v5 | ||
with: | ||
python-version: ${{ matrix.python-version }} | ||
cache: poetry | ||
- run: poetry install --with=dev | ||
- run: poetry run ruff --output-format=github . | ||
- run: poetry run pytest . --junitxml=junit/test-results-${{ 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@v3 | ||
with: | ||
name: pytest-results-${{ matrix.python-version }} | ||
path: junit/test-results-${{ matrix.python-version }}.xml | ||
if: ${{ always() }} |
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# Byte-compiled / optimized / DLL files | ||
__pycache__/ | ||
*.py[cod] | ||
*$py.class | ||
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# C extensions | ||
*.so | ||
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# Distribution / packaging | ||
.Python | ||
build/ | ||
develop-eggs/ | ||
dist/ | ||
downloads/ | ||
eggs/ | ||
.eggs/ | ||
lib/ | ||
lib64/ | ||
parts/ | ||
sdist/ | ||
var/ | ||
wheels/ | ||
share/python-wheels/ | ||
*.egg-info/ | ||
.installed.cfg | ||
*.egg | ||
MANIFEST | ||
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# PyInstaller | ||
# Usually these files are written by a python script from a template | ||
# before PyInstaller builds the exe, so as to inject date/other infos into it. | ||
*.manifest | ||
*.spec | ||
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# Installer logs | ||
pip-log.txt | ||
pip-delete-this-directory.txt | ||
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# Unit test / coverage reports | ||
htmlcov/ | ||
.tox/ | ||
.nox/ | ||
.coverage | ||
.coverage.* | ||
.cache | ||
nosetests.xml | ||
coverage.xml | ||
*.cover | ||
*.py,cover | ||
.hypothesis/ | ||
.pytest_cache/ | ||
cover/ | ||
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# Translations | ||
*.mo | ||
*.pot | ||
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# Django stuff: | ||
*.log | ||
local_settings.py | ||
db.sqlite3 | ||
db.sqlite3-journal | ||
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# Flask stuff: | ||
instance/ | ||
.webassets-cache | ||
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# Scrapy stuff: | ||
.scrapy | ||
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# Sphinx documentation | ||
docs/_build/ | ||
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# PyBuilder | ||
.pybuilder/ | ||
target/ | ||
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# Jupyter Notebook | ||
.ipynb_checkpoints | ||
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# IPython | ||
profile_default/ | ||
ipython_config.py | ||
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# pyenv | ||
# For a library or package, you might want to ignore these files since the code is | ||
# intended to run in multiple environments; otherwise, check them in: | ||
# .python-version | ||
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# pipenv | ||
# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. | ||
# However, in case of collaboration, if having platform-specific dependencies or dependencies | ||
# having no cross-platform support, pipenv may install dependencies that don't work, or not | ||
# install all needed dependencies. | ||
#Pipfile.lock | ||
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# poetry | ||
# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. | ||
# This is especially recommended for binary packages to ensure reproducibility, and is more | ||
# commonly ignored for libraries. | ||
# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control | ||
#poetry.lock | ||
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# pdm | ||
# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. | ||
#pdm.lock | ||
# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it | ||
# in version control. | ||
# https://pdm.fming.dev/#use-with-ide | ||
.pdm.toml | ||
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# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm | ||
__pypackages__/ | ||
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# Celery stuff | ||
celerybeat-schedule | ||
celerybeat.pid | ||
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# SageMath parsed files | ||
*.sage.py | ||
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# Environments | ||
.env | ||
.venv | ||
env/ | ||
venv/ | ||
ENV/ | ||
env.bak/ | ||
venv.bak/ | ||
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# Spyder project settings | ||
.spyderproject | ||
.spyproject | ||
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# Rope project settings | ||
.ropeproject | ||
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# mkdocs documentation | ||
/site | ||
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# mypy | ||
.mypy_cache/ | ||
.dmypy.json | ||
dmypy.json | ||
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# Pyre type checker | ||
.pyre/ | ||
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# pytype static type analyzer | ||
.pytype/ | ||
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# Cython debug symbols | ||
cython_debug/ | ||
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# PyCharm | ||
# JetBrains specific template is maintained in a separate JetBrains.gitignore that can | ||
# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore | ||
# and can be added to the global gitignore or merged into this file. For a more nuclear | ||
# option (not recommended) you can uncomment the following to ignore the entire idea folder. | ||
#.idea/ |
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# Ollama Python Library | ||
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The Ollama Python library provides the easiest way to integrate your Python 3 project with [Ollama](https://github.com/jmorganca/ollama). | ||
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## Getting Started | ||
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Requires Python 3.8 or higher. | ||
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```sh | ||
pip install ollama | ||
``` | ||
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A global default client is provided for convenience and can be used in the same way as the synchronous client. | ||
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```python | ||
import ollama | ||
response = ollama.chat(model='llama2', messages=[{'role': 'user', 'content': 'Why is the sky blue?'}]) | ||
``` | ||
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```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) | ||
``` | ||
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### Using the Synchronous Client | ||
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```python | ||
from ollama import Client | ||
message = {'role': 'user', 'content': 'Why is the sky blue?'} | ||
response = Client().chat(model='llama2', messages=[message]) | ||
``` | ||
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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. | ||
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```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) | ||
``` | ||
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### Using the Asynchronous Client | ||
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```python | ||
import asyncio | ||
from ollama import AsyncClient | ||
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async def chat(): | ||
message = {'role': 'user', 'content': 'Why is the sky blue?'} | ||
response = await AsyncClient().chat(model='llama2', messages=[message]) | ||
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asyncio.run(chat()) | ||
``` | ||
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Similar to the synchronous client, setting `stream=True` modifies the function to return a Python asynchronous generator. | ||
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```python | ||
import asyncio | ||
from ollama import AsyncClient | ||
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async def chat(): | ||
message = {'role': 'user', 'content': 'Why is the sky blue?'} | ||
async for part in await AsyncClient().chat(model='llama2', messages=[message], stream=True): | ||
print(part['message']['content'], end='', flush=True) | ||
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asyncio.run(chat()) | ||
``` |
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from ollama import generate | ||
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prefix = '''def remove_non_ascii(s: str) -> str: | ||
""" ''' | ||
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suffix = """ | ||
return result | ||
""" | ||
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response = generate( | ||
model='codellama:7b-code', | ||
prompt=f'<PRE> {prefix} <SUF>{suffix} <MID>', | ||
options={ | ||
'num_predict': 128, | ||
'temperature': 0, | ||
'top_p': 0.9, | ||
'stop': ['<EOT>'], | ||
}, | ||
) | ||
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print(response['response']) |
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from ollama.client import Client | ||
from ollama._client import Client, AsyncClient, Message, Options | ||
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__all__ = [ | ||
'Client', | ||
'AsyncClient', | ||
'Message', | ||
'Options', | ||
'generate', | ||
'chat', | ||
'pull', | ||
'push', | ||
'create', | ||
'delete', | ||
'list', | ||
'copy', | ||
'show', | ||
] | ||
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_default_client = Client() | ||
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def generate(*args, **kwargs): | ||
return _default_client.generate(*args, **kwargs) | ||
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def chat(*args, **kwargs): | ||
return _default_client.chat(*args, **kwargs) | ||
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def pull(*args, **kwargs): | ||
return _default_client.pull(*args, **kwargs) | ||
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def push(*args, **kwargs): | ||
return _default_client.push(*args, **kwargs) | ||
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def create(*args, **kwargs): | ||
return _default_client.create(*args, **kwargs) | ||
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def delete(*args, **kwargs): | ||
return _default_client.delete(*args, **kwargs) | ||
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def list(*args, **kwargs): | ||
return _default_client.list(*args, **kwargs) | ||
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def copy(*args, **kwargs): | ||
return _default_client.copy(*args, **kwargs) | ||
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def show(*args, **kwargs): | ||
return _default_client.show(*args, **kwargs) |
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