rust-rule-engine 1.20.1

A blazing-fast Rust rule engine with RETE algorithm, backward chaining inference, and GRL (Grule Rule Language) syntax. Features: forward/backward chaining, pattern matching, unification, O(1) rule indexing, TMS, expression evaluation, method calls, streaming with Redis state backend, watermarking, and custom functions. Production-ready for business rules, expert systems, real-time stream processing, and decision automation.
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# Examples

Real-world examples and use cases.

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## 📚 Available Examples

### [AI Integration](AI_INTEGRATION.md)
Combine the rule engine with AI/ML models for hybrid intelligent systems.

**Topics:**
- Rule engine + ML integration
- Decision trees with rules
- Neural network output processing
- Hybrid reasoning patterns
- Production deployment

**Use cases:**
- AI-assisted decision making
- ML model output validation
- Explainable AI systems
- Hybrid intelligent agents

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## 🚀 Coming Soon

### E-commerce Examples
Real-world e-commerce scenarios:
- Shopping cart rules
- Dynamic pricing
- Loyalty programs
- Inventory management
- Recommendation engines

### Healthcare Examples
Healthcare and medical applications:
- Patient diagnosis
- Treatment authorization
- Drug interaction checking
- Medical protocol enforcement
- Clinical decision support

### Finance Examples
Financial services use cases:
- Loan approval
- Credit scoring
- Fraud detection
- Risk assessment
- Regulatory compliance

### Stream Processing Examples
Real-time stream processing:
- IoT data processing
- Real-time analytics
- Event correlation
- Anomaly detection
- Monitoring and alerting

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## 🎯 Find Examples by Industry

### Financial Services
- **Loan Approval** → Coming soon
- **Fraud Detection** → Coming soon
- **Credit Scoring** → Coming soon

### Healthcare
- **Diagnosis** → Coming soon
- **Treatment Authorization** → Coming soon
- **Drug Interactions** → Coming soon

### E-commerce
- **Dynamic Pricing** → Coming soon
- **Loyalty Programs** → Coming soon
- **Recommendations** → Coming soon

### Technology
- **AI Integration** → [Available](AI_INTEGRATION.md)
- **Stream Processing** → Coming soon
- **Monitoring** → Coming soon

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## 🔗 Related Documentation

- **[Getting Started](../getting-started/QUICK_START.md)** - Quick start guide
- **[Guides](../guides/)** - How-to guides
- **[API Reference](../api-reference/API_REFERENCE.md)** - Complete API

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## 💡 Want to Contribute an Example?

We welcome community examples! See [CONTRIBUTING.md](../../CONTRIBUTING.md) for details.

**Good examples include:**
- Real-world use case
- Complete working code
- Clear explanations
- Best practices demonstrated

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## Navigation

📚 **[Documentation Home](../README.md)** | 📖 **[Getting Started](../getting-started/QUICK_START.md)**