René's URL Explorer Experiment

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

direct link

Domain: python.useinstructor.com

author	Jason Liu
og:type	website
og:image	https://python.useinstructor.com/assets/images/social/debugging.png
og:image:type	image/png
og:image:width	1200
og:image:height	630
twitter:card	summary_large_image
twitter:image	https://python.useinstructor.com/assets/images/social/debugging.png

Links:

Skip to content	https://python.useinstructor.com/debugging/#debugging
Try it on GitHub →	https://github.com/567-labs/kura
	https://python.useinstructor.com/
	javascript:void(0)
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/
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/
	https://python.useinstructor.com/
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/
Help with Instructor	https://python.useinstructor.com/help/
Contributing	https://python.useinstructor.com/contributing/
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
	https://github.com/jxnl/instructor/raw/main/docs/debugging.md
¶	https://python.useinstructor.com/debugging/#debugging
¶	https://python.useinstructor.com/debugging/#enable-logs
¶	https://python.useinstructor.com/debugging/#quick-debug-mode-recommended
	https://python.useinstructor.com/debugging/#__codelineno-0-1
	https://python.useinstructor.com/debugging/#__codelineno-0-2
	https://python.useinstructor.com/debugging/#__codelineno-1-1
¶	https://python.useinstructor.com/debugging/#manual-debug-configuration
	https://python.useinstructor.com/debugging/#__codelineno-2-1
	https://python.useinstructor.com/debugging/#__codelineno-2-2
	https://python.useinstructor.com/debugging/#__codelineno-2-3
¶	https://python.useinstructor.com/debugging/#observe-the-flow-with-hooks
	https://python.useinstructor.com/debugging/#__codelineno-3-1
	https://python.useinstructor.com/debugging/#__codelineno-3-2
	https://python.useinstructor.com/debugging/#__codelineno-3-3
	https://python.useinstructor.com/debugging/#__codelineno-3-4
	https://python.useinstructor.com/debugging/#__codelineno-3-5
	https://python.useinstructor.com/debugging/#__codelineno-3-6
	https://python.useinstructor.com/debugging/#__codelineno-3-7
	https://python.useinstructor.com/debugging/#__codelineno-3-8
	https://python.useinstructor.com/debugging/#__codelineno-4-1
¶	https://python.useinstructor.com/debugging/#inspect-raw-responses
	https://python.useinstructor.com/debugging/#__codelineno-5-1
	https://python.useinstructor.com/debugging/#__codelineno-5-2
	https://python.useinstructor.com/debugging/#__codelineno-5-3
¶	https://python.useinstructor.com/debugging/#handling-failures-retries
	https://python.useinstructor.com/debugging/#__codelineno-6-1
	https://python.useinstructor.com/debugging/#__codelineno-6-2
	https://python.useinstructor.com/debugging/#__codelineno-6-3
	https://python.useinstructor.com/debugging/#__codelineno-6-4
	https://python.useinstructor.com/debugging/#__codelineno-6-5
	https://python.useinstructor.com/debugging/#__codelineno-6-6
	https://python.useinstructor.com/debugging/#__codelineno-6-7
	https://python.useinstructor.com/debugging/#__codelineno-6-8
	https://python.useinstructor.com/debugging/#__codelineno-6-9
	https://python.useinstructor.com/debugging/#__codelineno-6-10
	https://python.useinstructor.com/debugging/#__codelineno-6-11
	https://python.useinstructor.com/debugging/#__codelineno-6-12
¶	https://python.useinstructor.com/debugging/#minimal-reproduction-template
	https://python.useinstructor.com/debugging/#__codelineno-7-1
	https://python.useinstructor.com/debugging/#__codelineno-7-2
	https://python.useinstructor.com/debugging/#__codelineno-7-3
	https://python.useinstructor.com/debugging/#__codelineno-7-4
	https://python.useinstructor.com/debugging/#__codelineno-7-5
	https://python.useinstructor.com/debugging/#__codelineno-7-6
	https://python.useinstructor.com/debugging/#__codelineno-7-7
	https://python.useinstructor.com/debugging/#__codelineno-7-8
	https://python.useinstructor.com/debugging/#__codelineno-7-9
	https://python.useinstructor.com/debugging/#__codelineno-7-10
	https://python.useinstructor.com/debugging/#__codelineno-7-11
	https://python.useinstructor.com/debugging/#__codelineno-7-12
	https://python.useinstructor.com/debugging/#__codelineno-7-13
	https://python.useinstructor.com/debugging/#__codelineno-7-14
	https://python.useinstructor.com/debugging/#__codelineno-7-15
	https://python.useinstructor.com/debugging/#__codelineno-7-16
	https://python.useinstructor.com/debugging/#__codelineno-7-17
	https://python.useinstructor.com/debugging/#__codelineno-7-18
	https://python.useinstructor.com/debugging/#__codelineno-7-19
¶	https://python.useinstructor.com/debugging/#strict-vs-non-strict-parsing
	https://python.useinstructor.com/debugging/#__codelineno-8-1
¶	https://python.useinstructor.com/debugging/#customizing-retries
	https://python.useinstructor.com/debugging/#__codelineno-9-1
	https://python.useinstructor.com/debugging/#__codelineno-9-2
	https://python.useinstructor.com/debugging/#__codelineno-9-3
	https://python.useinstructor.com/debugging/#__codelineno-9-4
¶	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
feedback form	https://forms.gle/ijr9Zrcg2QWgKoWs7
Previous Architecture	https://python.useinstructor.com/architecture/
Next Repository Overview	https://python.useinstructor.com/repository-overview/
Material for MkDocs	https://squidfunk.github.io/mkdocs-material/
	https://twitter.com/jxnlco
	https://github.com/jxnl

Viewport: width=device-width,initial-scale=1

URLs of crawlers that visited me.