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Title: Debugging Instructor Applications - Instructor

Open Graph Title: Debugging Instructor Applications - Instructor

X Title: Debugging Instructor Applications - Instructor

Description: Learn how to debug Instructor applications with hooks, logging, and exception handling. Practical techniques for inspecting inputs, outputs, and retries.

Open Graph Description: Learn how to debug Instructor applications with hooks, logging, and exception handling. Practical techniques for inspecting inputs, outputs, and retries.

X Description: Learn how to debug Instructor applications with hooks, logging, and exception handling. Practical techniques for inspecting inputs, outputs, and retries.

Opengraph URL: https://python.useinstructor.com/debugging/

Generator: mkdocs-1.6.1, mkdocs-material-9.7.1

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Domain: python.useinstructor.com

authorJason Liu
og:typewebsite
og:imagehttps://python.useinstructor.com/assets/images/social/debugging.png
og:image:typeimage/png
og:image:width1200
og:image:height630
twitter:cardsummary_large_image
twitter:imagehttps://python.useinstructor.com/assets/images/social/debugging.png

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instructor https://github.com/jxnl/instructor/
Introduction https://python.useinstructor.com/
Learning https://python.useinstructor.com/learning/getting_started/installation/
Integrations https://python.useinstructor.com/integrations/
Cookbook https://python.useinstructor.com/examples/
Concepts https://python.useinstructor.com/concepts/
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CLI Reference https://python.useinstructor.com/cli/
Find Jobs (External) https://python.useinstructor.com/jobs/
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instructor https://github.com/jxnl/instructor/
Introduction https://python.useinstructor.com/
Start Here (Beginners) https://python.useinstructor.com/start-here/
Getting Started https://python.useinstructor.com/getting-started/
Installation https://python.useinstructor.com/installation/
Why use Instructor? https://python.useinstructor.com/why/
Architecture https://python.useinstructor.com/architecture/
Debugging https://python.useinstructor.com/debugging/
Enable Logs https://python.useinstructor.com/debugging/#enable-logs
Quick Debug Mode (Recommended) https://python.useinstructor.com/debugging/#quick-debug-mode-recommended
Manual Debug Configuration https://python.useinstructor.com/debugging/#manual-debug-configuration
Observe the Flow with Hooks https://python.useinstructor.com/debugging/#observe-the-flow-with-hooks
Inspect Raw Responses https://python.useinstructor.com/debugging/#inspect-raw-responses
Handling Failures & Retries https://python.useinstructor.com/debugging/#handling-failures-retries
Minimal Reproduction Template https://python.useinstructor.com/debugging/#minimal-reproduction-template
Strict vs Non-Strict Parsing https://python.useinstructor.com/debugging/#strict-vs-non-strict-parsing
Customizing Retries https://python.useinstructor.com/debugging/#customizing-retries
Multimodal & Message Conversion https://python.useinstructor.com/debugging/#multimodal-message-conversion
Caching Considerations https://python.useinstructor.com/debugging/#caching-considerations
Common Troubleshooting Tips https://python.useinstructor.com/debugging/#common-troubleshooting-tips
Example: Local Debug Run https://python.useinstructor.com/debugging/#example-local-debug-run
Repository Overview https://python.useinstructor.com/repository-overview/
Mode Comparison https://python.useinstructor.com/modes-comparison/
Philosophy https://python.useinstructor.com/concepts/philosophy/
API Reference https://python.useinstructor.com/api/
FAQ https://python.useinstructor.com/faq/
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Newsletter https://python.useinstructor.com/newsletter/
Tutorials https://python.useinstructor.com/tutorials/
Learning https://python.useinstructor.com/learning/getting_started/installation/
Integrations https://python.useinstructor.com/integrations/
Cookbook https://python.useinstructor.com/examples/
Concepts https://python.useinstructor.com/concepts/
Prompt Engineering https://python.useinstructor.com/prompting/
CLI Reference https://python.useinstructor.com/cli/
Find Jobs (External) https://python.useinstructor.com/jobs/
Blog https://python.useinstructor.com/blog/
Enable Logs https://python.useinstructor.com/debugging/#enable-logs
Quick Debug Mode (Recommended) https://python.useinstructor.com/debugging/#quick-debug-mode-recommended
Manual Debug Configuration https://python.useinstructor.com/debugging/#manual-debug-configuration
Observe the Flow with Hooks https://python.useinstructor.com/debugging/#observe-the-flow-with-hooks
Inspect Raw Responses https://python.useinstructor.com/debugging/#inspect-raw-responses
Handling Failures & Retries https://python.useinstructor.com/debugging/#handling-failures-retries
Minimal Reproduction Template https://python.useinstructor.com/debugging/#minimal-reproduction-template
Strict vs Non-Strict Parsing https://python.useinstructor.com/debugging/#strict-vs-non-strict-parsing
Customizing Retries https://python.useinstructor.com/debugging/#customizing-retries
Multimodal & Message Conversion https://python.useinstructor.com/debugging/#multimodal-message-conversion
Caching Considerations https://python.useinstructor.com/debugging/#caching-considerations
Common Troubleshooting Tips https://python.useinstructor.com/debugging/#common-troubleshooting-tips
Example: Local Debug Run https://python.useinstructor.com/debugging/#example-local-debug-run
https://github.com/jxnl/instructor/edit/main/docs/debugging.md
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https://python.useinstructor.com/debugging/#debugging
https://python.useinstructor.com/debugging/#enable-logs
https://python.useinstructor.com/debugging/#quick-debug-mode-recommended
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https://python.useinstructor.com/debugging/#inspect-raw-responses
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https://python.useinstructor.com/debugging/#handling-failures-retries
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https://python.useinstructor.com/debugging/#customizing-retries
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https://python.useinstructor.com/debugging/#multimodal-message-conversion
https://python.useinstructor.com/debugging/#caching-considerations
https://python.useinstructor.com/debugging/#__codelineno-10-1
https://python.useinstructor.com/debugging/#common-troubleshooting-tips
https://python.useinstructor.com/debugging/#example-local-debug-run
https://python.useinstructor.com/debugging/#__codelineno-11-1
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