ollama pull llama3.1:8b

python3 -m venv ~/.venvs/aienv
source ~/.venvs/aienv/bin/activate

pip install -U ollama agno

export OLLAMA_API_KEY=***

# Streaming
python cookbook/90_models/ollama/chat/basic_stream.py

# Non-streaming
python cookbook/90_models/ollama/chat/basic.py

# Async
python cookbook/90_models/ollama/chat/async_basic.py

# Tool use
python cookbook/90_models/ollama/chat/tool_use.py

# Structured output
python cookbook/90_models/ollama/chat/structured_output.py

# Database storage
python cookbook/90_models/ollama/chat/db.py

# Knowledge base
python cookbook/90_models/ollama/chat/knowledge.py

# Memory
python cookbook/90_models/ollama/chat/memory.py

# Pull vision model first
ollama pull llama3.2-vision

python cookbook/90_models/ollama/chat/image_agent.py

python cookbook/90_models/ollama/chat/demo_deepseek_r1.py
python cookbook/90_models/ollama/chat/demo_qwen.py
python cookbook/90_models/ollama/chat/demo_phi4.py

# Basic
python cookbook/90_models/ollama/responses/basic.py

# Streaming
python cookbook/90_models/ollama/responses/basic_stream.py

# Async
python cookbook/90_models/ollama/responses/async_basic.py

# Tool use
python cookbook/90_models/ollama/responses/tool_use.py

# Structured output
python cookbook/90_models/ollama/responses/structured_output.py