Merge pull request #15 from jmorganca/mxyng/examples

examples
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Michael Yang 2024-01-18 14:01:00 -08:00 committed by GitHub
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# 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.

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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):
...

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# pull-progress
This example emulates `ollama pull` using the Python library and [`tqdm`](https://tqdm.github.io/).
## Setup
```shell
pip install -r requirements.txt
```

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# pip install tqdm
from tqdm import tqdm
from ollama import pull

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tqdm==4.66.1