DOCS

• Architecture
  • User-Facing Surfaces
  • Current Layer Model
  • Module Boundaries
  • Exposure Strategy
  • Reading Guide
• Quick Start
  • 1. Prerequisites
  • 2. Install
  • 3. Configure model access
  • 4. Minimal CLI path
  • 5. Session mode (dj-agents)
  • 6. Basic sanity checks
  • 7. Troubleshooting
• DJX CLI Reference
  • Command Map
  • Global Output Levels (djx)
  • djx plan
  • djx apply
  • djx retrieve
  • djx dev
  • djx tool
  • dj-agents
  • Environment Variables
• Tools Architecture
  • 1. Design Goal
  • 2. Core Tool Contracts
  • 3. Tool Groups
  • 4. Runtime Adapters
  • 5. Default Registry and Session Toolkit
  • 6. Current Session Tool Set
  • 7. Boundary Summary

Other

• Data-Juicer Q&A Copilot Demo
  • Case 1 · Operator Introduction (alphanumeric_filter, EN)
  • Key Features:
  • Parameters:
  • Example Usage in Config:
  • Case 2 · Module Introduction (DJ-Agents, EN)
  • Key Features:
  • Case 3 · Concept Question (Base Operator, EN)
  • Case 4 · Quick Start (Install DJ, EN)
• 🧩 Prerequisites
• 🚀 Basic Installation
• 🎯 Scenario-Based Installation
  • Core ML/DL
  • Domain-Specific
  • Additional Features
• 📦 Common Installation Patterns
  • 1. Text Processing
  • 2. Vision Processing
  • 3. Full Pipeline
  • 4. Complete Installation
• 🛠️ Install from Source
• ⚙️ OP-Based / Recipe-Based Installation
• 🐳 Docker Installation
• 📌 Notes & Troubleshooting
  • 🔗 References
  • Case 5 · Processing Guidance (Dirty Words Filter, EN)
  • ✅ How to Use flagged_words_filter
  • 📌 Notes:
  • 🔍 Next Step:
  • Case 6 · Best Practices (Using DJ, EN)
• ✅ 1. Start with Minimal Examples
• ✅ 2. Leverage Pre-Built Recipes from DJ-Hub
• ✅ 3. Install Only What You Need
• ✅ 4. Choose the Right Operators
• ✅ 5. Use 3-σ Rule for Hyperparameter Tuning
• ✅ 6. Validate with Benchmarks
• ✅ 7. Automate Dependency Installation
• ✅ 8. Use Docker for Reproducibility
• ✅ 9. Contribute Back to the Community
• ✅ 10. Monitor Retention Rates & Quality Metrics
  • 📚 References:
  • Case 7 · Off-topic Question (Weather, EN)
• Data-Juicer Q&A Copilot
  • Core Components
  • Quick Start
  • Usage
  • Configuration Details
  • Troubleshooting
  • Acknowledgments
  • License
  • Related Links
• 🔧 InteRecipe: Interactive Recipe Generation Workflow
  • Overview
  • Usage
  • ✨ Core Feature: Operator Pool
  • Modules
  • Roadmaps