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README.md
README.md
 
 
async-chat.py
async-chat.py
 
 
async-generate.py
async-generate.py
 
 
async-structured-outputs.py
async-structured-outputs.py
 
 
async-tools.py
async-tools.py
 
 
chat-stream.py
chat-stream.py
 
 
chat-with-history.py
chat-with-history.py
 
 
chat.py
chat.py
 
 
create.py
create.py
 
 
embed.py
embed.py
 
 
fill-in-middle.py
fill-in-middle.py
 
 
generate-stream.py
generate-stream.py
 
 
generate.py
generate.py
 
 
list.py
list.py
 
 
multi-tool.py
multi-tool.py
 
 
multimodal-chat.py
multimodal-chat.py
 
 
multimodal-generate.py
multimodal-generate.py
 
 
ps.py
ps.py
 
 
pull.py
pull.py
 
 
show.py
show.py
 
 
structured-outputs-image.py
structured-outputs-image.py
 
 
structured-outputs.py
structured-outputs.py
 
 
thinking-generate.py
thinking-generate.py
 
 
thinking.py
thinking.py
 
 
tools.py
tools.py
 
 

README.md

Running Examples

Run the examples in this directory with:

# Run example
python3 examples/<example>.py

See ollama/docs/api.md for full API documentation

Chat - Chat with a model

Generate - Generate text with a model

Tools/Function Calling - Call a function with a model

Multimodal with Images - Chat with a multimodal (image chat) model

Structured Outputs - Generate structured outputs with a model

Ollama List - List all downloaded models and their properties

Ollama Show - Display model properties and capabilities

Ollama ps - Show model status with CPU/GPU usage

Ollama Pull - Pull a model from Ollama

Requirement: pip install tqdm

Ollama Create - Create a model from a Modelfile

Ollama Embed - Generate embeddings with a model

Thinking - Enable thinking mode for a model

Thinking (generate) - Enable thinking mode for a model