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68 lines
1.9 KiB
Markdown
68 lines
1.9 KiB
Markdown
# Running Examples
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Run the examples in this directory with:
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```sh
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# Run example
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python3 examples/<example>.py
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```
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### Chat - Chat with a model
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- [chat.py](chat.py)
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- [async-chat.py](async-chat.py)
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- [chat-stream.py](chat-stream.py) - Streamed outputs
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- [chat-with-history.py](chat-with-history.py) - Chat with model and maintain history of the conversation
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### Generate - Generate text with a model
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- [generate.py](generate.py)
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- [async-generate.py](async-generate.py)
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- [generate-stream.py](generate-stream.py) - Streamed outputs
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- [fill-in-middle.py](fill-in-middle.py) - Given a prefix and suffix, fill in the middle
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### Tools/Function Calling - Call a function with a model
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- [tools.py](tools.py) - Simple example of Tools/Function Calling
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- [async-tools.py](async-tools.py)
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### Multimodal with Images - Chat with a multimodal (image chat) model
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- [multimodal_chat.py](multimodal_chat.py)
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- [multimodal_generate.py](multimodal_generate.py)
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### Structured Outputs - Generate structured outputs with a model
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- [structured-outputs.py](structured-outputs.py)
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- [async-structured-outputs.py](async-structured-outputs.py)
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- [structured-outputs-image.py](structured-outputs-image.py)
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### Tokenization - Tokenize and detokenize text with a model
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- [tokenization.py](tokenization.py)
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### Ollama List - List all downloaded models and their properties
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- [list.py](list.py)
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### Ollama ps - Show model status with CPU/GPU usage
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- [ps.py](ps.py)
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### Ollama Pull - Pull a model from Ollama
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Requirement: `pip install tqdm`
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- [pull.py](pull.py)
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### Ollama Create - Create a model from a Modelfile
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```python
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python create.py <model> <modelfile>
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```
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- [create.py](create.py)
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See [ollama/docs/modelfile.md](https://github.com/ollama/ollama/blob/main/docs/modelfile.md) for more information on the Modelfile format.
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### Ollama Embed - Generate embeddings with a model
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- [embed.py](embed.py)
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