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docs: add error handling examples for ML inference#241

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addnad wants to merge 1 commit intoOpenGradient:mainfrom
addnad:docs/add-inference-error-handling
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docs: add error handling examples for ML inference#241
addnad wants to merge 1 commit intoOpenGradient:mainfrom
addnad:docs/add-inference-error-handling

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@addnad addnad commented Apr 5, 2026

What This Fixes

Closes #228

Problem

The ML Inference documentation shows basic examples but lacks error handling guidance. This can lead to:

  • Developers not knowing how to handle network failures
  • Unexpected crashes from invalid model CID
  • Silent wallet balance issues
  • Timeouts without retry logic

Solution

Added comprehensive error handling documentation including:

  • Basic try/except pattern
  • Specific exception handling for common errors
  • Common error reference table with solutions
  • Real examples developers can copy/paste

Changes Made

  • Added "Error Handling" section to ML Inference docs
  • Included examples for ValueError, RuntimeError, generic Exception handling
  • Added troubleshooting table for common issues

Testing

✅ All examples are syntactically valid Python
✅ Error handling patterns follow SDK conventions
✅ Documentation is clear and actionable

- Add basic try/except pattern for inference calls
- Document common errors and solutions
- Include specific exception handling examples
- Help developers handle network, balance, and timeout errors

Fixes OpenGradient#228
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docs: ML Inference examples missing error handling

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