import ollama
response = ollama.chat(model='llama3', messages=[
  {
    'role': 'user',
    'content': 'Why is the sky blue?',
  },
])
print(response['message']['content'])

import ollama

stream = ollama.chat(
    model='llama3',
    messages=[{'role': 'user', 'content': 'Why is the sky blue?'}],
    stream=True,
)

for chunk in stream:
  print(chunk['message']['content'], end='', flush=True)

ollama.chat(model='llama3', messages=[{'role': 'user', 'content': 'Why is the sky blue?'}])

ollama.generate(model='llama3', prompt='Why is the sky blue?')

ollama.list()

ollama.show('llama3')

modelfile='''
FROM llama3
SYSTEM You are mario from super mario bros.
'''

ollama.create(model='example', modelfile=modelfile)

ollama.copy('llama3', 'user/llama3')

ollama.delete('llama3')

ollama.pull('llama3')

ollama.push('user/llama3')

ollama.embeddings(model='llama3', prompt='The sky is blue because of rayleigh scattering')

ollama.ps()

from ollama import Client
client = Client(host='http://localhost:11434')
response = client.chat(model='llama3', messages=[
  {
    'role': 'user',
    'content': 'Why is the sky blue?',
  },
])

import asyncio
from ollama import AsyncClient

async def chat():
  message = {'role': 'user', 'content': 'Why is the sky blue?'}
  response = await AsyncClient().chat(model='llama3', messages=[message])

asyncio.run(chat())

import asyncio
from ollama import AsyncClient

async def chat():
  message = {'role': 'user', 'content': 'Why is the sky blue?'}
  async for part in await AsyncClient().chat(model='llama3', messages=[message], stream=True):
    print(part['message']['content'], end='', flush=True)

asyncio.run(chat())

model = 'does-not-yet-exist'

try:
  ollama.chat(model)
except ollama.ResponseError as e:
  print('Error:', e.error)
  if e.status_code == 404:
    ollama.pull(model)