mirror of
https://github.com/ollama/ollama-python.git
synced 2026-10-15 21:37:27 +00:00
@@ -30,7 +30,7 @@ pip install ollama
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```python
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```python
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import ollama
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import ollama
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response = ollama.chat(model='llama2', messages=[
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response = ollama.chat(model='llama3', messages=[
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{
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{
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'role': 'user',
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'role': 'user',
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'content': 'Why is the sky blue?',
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'content': 'Why is the sky blue?',
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@@ -47,7 +47,7 @@ Response streaming can be enabled by setting `stream=True`, modifying function c
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import ollama
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import ollama
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stream = ollama.chat(
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stream = ollama.chat(
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model='llama2',
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model='llama3',
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messages=[{'role': 'user', 'content': 'Why is the sky blue?'}],
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messages=[{'role': 'user', 'content': 'Why is the sky blue?'}],
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stream=True,
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stream=True,
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)
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)
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@@ -63,13 +63,13 @@ The Ollama Python library's API is designed around the [Ollama REST API](https:/
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### Chat
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### Chat
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```python
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```python
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ollama.chat(model='llama2', messages=[{'role': 'user', 'content': 'Why is the sky blue?'}])
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ollama.chat(model='llama3', messages=[{'role': 'user', 'content': 'Why is the sky blue?'}])
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```
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```
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### Generate
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### Generate
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```python
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```python
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ollama.generate(model='llama2', prompt='Why is the sky blue?')
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ollama.generate(model='llama3', prompt='Why is the sky blue?')
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```
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```
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### List
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### List
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@@ -81,14 +81,14 @@ ollama.list()
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### Show
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### Show
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```python
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```python
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ollama.show('llama2')
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ollama.show('llama3')
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```
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```
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### Create
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### Create
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```python
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```python
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modelfile='''
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modelfile='''
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FROM llama2
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FROM llama3
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SYSTEM You are mario from super mario bros.
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SYSTEM You are mario from super mario bros.
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'''
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'''
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@@ -98,31 +98,31 @@ ollama.create(model='example', modelfile=modelfile)
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### Copy
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### Copy
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```python
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```python
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ollama.copy('llama2', 'user/llama2')
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ollama.copy('llama3', 'user/llama3')
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```
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```
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### Delete
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### Delete
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```python
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```python
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ollama.delete('llama2')
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ollama.delete('llama3')
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```
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```
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### Pull
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### Pull
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```python
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```python
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ollama.pull('llama2')
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ollama.pull('llama3')
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```
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```
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### Push
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### Push
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```python
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```python
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ollama.push('user/llama2')
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ollama.push('user/llama3')
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```
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```
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### Embeddings
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### Embeddings
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```python
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```python
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ollama.embeddings(model='llama2', prompt='The sky is blue because of rayleigh scattering')
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ollama.embeddings(model='llama3', prompt='The sky is blue because of rayleigh scattering')
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```
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```
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## Custom client
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## Custom client
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@@ -135,7 +135,7 @@ A custom client can be created with the following fields:
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```python
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```python
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from ollama import Client
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from ollama import Client
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client = Client(host='http://localhost:11434')
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client = Client(host='http://localhost:11434')
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response = client.chat(model='llama2', messages=[
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response = client.chat(model='llama3', messages=[
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{
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{
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'role': 'user',
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'role': 'user',
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'content': 'Why is the sky blue?',
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'content': 'Why is the sky blue?',
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@@ -151,7 +151,7 @@ from ollama import AsyncClient
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async def chat():
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async def chat():
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message = {'role': 'user', 'content': 'Why is the sky blue?'}
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message = {'role': 'user', 'content': 'Why is the sky blue?'}
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response = await AsyncClient().chat(model='llama2', messages=[message])
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response = await AsyncClient().chat(model='llama3', messages=[message])
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asyncio.run(chat())
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asyncio.run(chat())
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```
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```
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@@ -164,7 +164,7 @@ from ollama import AsyncClient
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async def chat():
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async def chat():
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message = {'role': 'user', 'content': 'Why is the sky blue?'}
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message = {'role': 'user', 'content': 'Why is the sky blue?'}
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async for part in await AsyncClient().chat(model='llama2', messages=[message], stream=True):
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async for part in await AsyncClient().chat(model='llama3', messages=[message], stream=True):
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print(part['message']['content'], end='', flush=True)
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print(part['message']['content'], end='', flush=True)
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asyncio.run(chat())
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asyncio.run(chat())
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