Empathy Core
Fair Source foundation for building Level 4 Anticipatory AI systems
Fair Source License 0.9 • Free for Students & Small Teams • Community Driven
Core Features
5-Level Empathy System
Built-in framework for creating AI that progresses from reactive to anticipatory intelligence.
Code Health Assistant NEW
Automated code quality checks, auto-fix capabilities, and health trend tracking via CLI.
Smart Model Routing NEW
80-96% cost reduction with intelligent routing: Haiku for simple tasks, Sonnet for code, Opus for architecture.
Wizard Intelligence v3.1.0
Smart Router + Memory Graph + Auto-Chaining. Wizards coordinate automatically with shared learning.
Plugin Architecture
Extensible system for building domain-specific wizards and tools.
Pattern Recognition
Advanced pattern matching and analysis for identifying trends and trajectories.
Trajectory Prediction
Core algorithms for predicting future states based on current trajectories.
Healthcare Ready
HIPAA-compliant wizards for clinical workflows and healthcare applications.
Enterprise Security
Built-in PII scrubbing, audit logging, and compliance controls.
Quick Start
Installation
pip install empathy-frameworkBasic Usage
from empathy_framework import BaseWizard
class MyWizard(BaseWizard):
@property
def name(self) -> str:
return "My Custom Wizard"
@property
def level(self) -> int:
return 4 # Level 4: Anticipatory
async def analyze(self, context):
# Your anticipatory logic here
predictions = self.predict_future_issues(context)
recommendations = self.generate_recommendations(predictions)
return {
"predictions": predictions,
"recommendations": recommendations,
"confidence": 0.85
}
# Use your wizard
wizard = MyWizard()
result = await wizard.analyze({"data": your_data})Architecture
Core Components
- BaseWizardAbstract base class for all wizards
- PatternLibraryPattern recognition and matching
- TrajectoryAnalyzerTrend analysis and prediction
- ContextManagerContext handling and state management
Intelligence System v3.1.0
- SmartRouterNatural language wizard dispatch
- MemoryGraphCross-wizard knowledge sharing
- ChainExecutorAuto-chaining wizard workflows
- WizardRegistry10+ wizards with domain metadata
Join the Community
Empathy is Fair Source licensed and welcomes contributions from developers worldwide.