sifaka

Sifaka Examples

This directory contains examples organized by complexity and use case:

📚 Learning Path

1. basic/ - Start Here

• simple_style.py - Basic text improvement
• validators_example.py - Using built-in validators

2. critics/ - Core Critics

• constitutional_example.py - Constitutional AI critic
• reflexion_example.py - Reflexion-based improvement
• self_refine_example.py - Self-refinement critic
• self_consistency_example.py - Self-consistency critic

3. advanced/ - Advanced Features

• meta_rewarding_example.py - Meta-rewarding critic
• n_critics_example.py - Multiple critic orchestration
• safety_meta_rewarding_critic.py - Safety-focused critic
• style_critic_example.py - Style-specific improvements
• self_rag_builtin_tools.py - Self-RAG with tools

4. integrations/ - External Systems

• redis_thoughts_example.py - Redis storage backend

5. plugins/ - Plugin Development

• example_critic_plugin.py - Custom critic plugin
• example_validator_plugin.py - Custom validator plugin

🚀 Running Examples

# Set up environment
uv pip install -e ".[dev]"

# Run basic examples
uv run examples/basic/simple_style.py

# Run specific critic examples
uv run examples/critics/constitutional_example.py

# Run plugin examples
uv run examples/plugins/example_critic_plugin.py

📖 Documentation

For detailed guides, see the documentation.

This site is open source. Improve this page.