ShadAI Framework
  1. advanced
ShadAI Framework
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  • README
  • Pricing
    • Pricing Plan
  • advanced
    • Best Practices
    • Tool Orchestration
    • Performance Optimization
    • Custom Tools
  • examples
    • Advanced Patterns
    • Custom Agent Examples
    • Market Research Examples
    • Multi-Document Analysis
    • Basic Query Examples
  • api-reference
    • Exceptions Reference
    • Engine Tool API
    • Shadai Client API Reference
    • Query Tool API
    • Summarize Tool API
    • Agent Tool API
    • Web Search Tool API
  • use-cases
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    • Document Q&A
  • core-concepts
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  • guides
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  1. advanced

Best Practices

Production-ready patterns and recommendations.

Code Organization#

Structure Your Application#

my_app/
├── config/
│   └── shadai_config.py
├── tools/
│   ├── __init__.py
│   ├── database_tools.py
│   └── api_tools.py
├── services/
│   └── qa_service.py
└── main.py

Configuration Management#

Error Handling#

Comprehensive Error Handling#

Security#

API Key Management#

Input Validation#

Testing#

Unit Tests#

Monitoring#

Logging#

Metrics#

See Also#

Performance Optimization
Error Handling Guide
Custom Tools
Modified at 2025-10-17 17:45:30
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