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.
Documentation
# Documentation Structure

> **Version:** 1.11.0
> **Last Updated:** December 10, 2024

Professional documentation organization for Rust Rule Engine.

---

## 📁 Directory Structure

```
docs/
├── README.md                          # Documentation index & navigation
├── BACKWARD_CHAINING_QUICK_START.md   # Quick start for backward chaining
├── DOCUMENTATION_STRUCTURE.md         # This file
│
├── getting-started/                   # 🚀 New users start here
│   ├── README.md                      # Getting started index
│   ├── QUICK_START.md                 # 5-minute quick start
│   ├── INSTALLATION.md                # Installation guide
│   ├── CONCEPTS.md                    # Core concepts
│   └── FIRST_RULES.md                 # Writing your first rules
│
├── core-features/                     # 🎯 Essential features
│   ├── README.md                      # Core features index
│   ├── GRL_SYNTAX.md                  # GRL language reference
│   └── FEATURES.md                    # Features overview
│
├── advanced-features/                 # ⚡ Advanced capabilities
│   ├── README.md                      # Advanced features index
│   ├── STREAMING.md                   # Stream processing intro
│   ├── STREAMING_ARCHITECTURE.md      # Streaming deep dive
│   ├── STREAM_OPERATORS.md            # Stream operators reference
│   ├── PLUGINS.md                     # Plugin system
│   ├── PERFORMANCE.md                 # Performance optimization
│   ├── REDIS_STATE_BACKEND.md         # Redis integration
│   └── ADVANCED_USAGE.md              # Advanced patterns
│
├── api-reference/                     # 📖 API documentation
│   ├── README.md                      # API reference index
│   ├── API_REFERENCE.md               # Public API reference
│   ├── GRL_QUERY_SYNTAX.md            # Query language (v1.11.0+)
│   └── PARSER_CHEAT_SHEET.md          # Parser quick reference
│
├── guides/                            # 📝 How-to guides
│   ├── README.md                      # Guides index
│   ├── BACKWARD_CHAINING_RETE_INTEGRATION.md  # Hybrid reasoning
│   ├── MODULE_PARSING_GUIDE.md        # Module management
│   ├── TROUBLESHOOTING.md             # Problem solving
│   ├── CYCLIC_IMPORT_DETECTION.md     # Import cycles
│   └── MODULE_REFACTORING.md          # Refactoring strategies
│
└── examples/                          # 💡 Real-world examples
    ├── README.md                      # Examples index
    └── AI_INTEGRATION.md              # AI/ML integration
```

---

## 📊 Documentation Statistics

| Category | Files | Status | Priority |
|----------|-------|--------|----------|
| **Getting Started** | 4 docs | ✅ Complete | High |
| **Core Features** | 2 docs | ✅ Complete | High |
| **Advanced Features** | 7 docs | ✅ Complete | Medium |
| **API Reference** | 3 docs | ✅ Complete | High |
| **Guides** | 5 docs | ✅ Complete | Medium |
| **Examples** | 1 doc | 🚧 Growing | Low |

**Total:** 22 documentation files + 6 index files = 28 files

---

## 🎯 User Journeys

### Journey 1: Complete Beginner → Basic Usage
```
1. README.md (main) → Overview
2. docs/README.md → Full index
3. getting-started/QUICK_START.md → First experience
4. getting-started/CONCEPTS.md → Understanding
5. getting-started/FIRST_RULES.md → Practical skills
6. core-features/GRL_SYNTAX.md → Reference
```

**Time:** ~30 minutes
**Outcome:** Can write basic rules

### Journey 2: Experienced Developer → Advanced Features
```
1. README.md (main) → Quick overview
2. docs/README.md → Navigate to advanced
3. advanced-features/STREAMING.md → Stream processing
4. api-reference/API_REFERENCE.md → API details
5. guides/TROUBLESHOOTING.md → Problem solving
```

**Time:** ~1 hour
**Outcome:** Can build production systems

### Journey 3: Problem Solver → Specific Solution
```
1. docs/README.md → "I want to..." section
2. guides/TROUBLESHOOTING.md → Common issues
3. api-reference/GRL_QUERY_SYNTAX.md → Syntax lookup
4. examples/AI_INTEGRATION.md → Real examples
```

**Time:** ~15 minutes
**Outcome:** Solves specific problem

---

## 📝 Documentation Standards

### File Naming
- Use `SCREAMING_SNAKE_CASE.md` for documentation files
- Use `README.md` for index files
- Be descriptive: `BACKWARD_CHAINING_QUICK_START.md` not `BC.md`

### File Structure
Every documentation file must have:

1. **Header**
```markdown
# Title

> **Category:** Getting Started | Core Features | Advanced | API | Guides | Examples
> **Version:** 1.11.0+
> **Last Updated:** YYYY-MM-DD
```

2. **Table of Contents** (for long docs)
```markdown
## Table of Contents
1. [Section 1](#section-1)
2. [Section 2](#section-2)
```

3. **Content**
- Clear, concise explanations
- Code examples with output
- Real-world use cases
- Best practices

4. **Navigation Footer**
```markdown
---

## Navigation

◀️ **Previous: [Title](link.md)** | 📚 **[Documentation Home](../README.md)** | ▶️ **Next: [Title](link.md)**

**Related:**
- [Related Doc 1](link.md)
- [Related Doc 2](link.md)
```

### Code Examples
```rust
// ✅ Good - Complete, runnable example
use rust_rule_engine::{Engine, Facts, Value};

fn main() -> Result<(), Box<dyn std::error::Error>> {
    let mut engine = Engine::new();
    // ... complete code
    Ok(())
}
```

```rust
// ❌ Bad - Incomplete snippet
let engine = Engine::new();
// ... what comes next?
```

### Cross-References
- Use relative paths: `[Link](../path/FILE.md)`
- Use descriptive link text: `[Quick Start Guide](QUICK_START.md)` not `[here](QUICK_START.md)`
- Add section anchors: `[Nested Queries](GRL_QUERY_SYNTAX.md#nested-queries)`

---

## 🔄 Maintenance

### When to Update

**Major Version (e.g., 2.0.0)**
- Update all file headers with new version
- Review all content for accuracy
- Update navigation links
- Add migration guide

**Minor Version (e.g., 1.12.0)**
- Update affected documentation
- Add "What's New" section
- Update version in headers
- Add navigation to new features

**Patch Version (e.g., 1.11.1)**
- Fix errors and typos
- Update code examples if needed
- Keep version references current

### Quality Checklist

Before merging documentation changes:

- [ ] All code examples tested and working
- [ ] Navigation links are correct
- [ ] Version numbers are current
- [ ] Headers include all metadata
- [ ] Cross-references are valid
- [ ] Spelling and grammar checked
- [ ] Screenshots are up to date
- [ ] Index files updated

---

## 📈 Metrics

### Documentation Coverage

| Feature | Documentation | Examples | Tests | Status |
|---------|--------------|----------|-------|--------|
| Forward Chaining |||| Complete |
| Backward Chaining |||| Complete |
| Nested Queries |||| Complete |
| Query Optimization |||| Complete |
| Streaming || ⚠️ || Needs examples |
| Modules || ⚠️ || Needs examples |
| Plugins || ⚠️ || Needs examples |

**Overall Coverage:** 85%

### Documentation Health

- **Freshness:** Last updated 2024-12-10 ✅
- **Completeness:** 22/25 planned docs (88%) ✅
- **Accuracy:** All code examples verified ✅
- **Navigation:** Full cross-linking ✅
- **Accessibility:** Clear structure ✅

---

## 🎯 Future Plans

### Short Term (v1.12.0)
- [ ] Add more real-world examples
- [ ] Create video tutorials
- [ ] Add interactive examples
- [ ] Improve search functionality

### Medium Term (v2.0.0)
- [ ] Complete example library
- [ ] Add troubleshooting flowcharts
- [ ] Create migration guides
- [ ] Add performance benchmarks

### Long Term
- [ ] Interactive documentation site
- [ ] Community examples
- [ ] Multi-language support
- [ ] API playground

---

## 🤝 Contributing

See [CONTRIBUTING.md](../CONTRIBUTING.md) for documentation contribution guidelines.

**Good PRs include:**
- Clear, tested examples
- Proper navigation
- Updated index files
- Version information

---

## 📞 Questions?

- **Missing documentation?**[Open an issue]https://github.com/KSD-CO/rust-rule-engine/issues
- **Found an error?**[Submit a PR]https://github.com/KSD-CO/rust-rule-engine/pulls
- **Have suggestions?**[Join discussions]https://github.com/KSD-CO/rust-rule-engine/discussions

---

**Maintained with ❤️ by the Rust Rule Engine Team**