How can it be verified whether the LLM/GPT parser was active, or if the process fell back to the standard parser?

To determine whether the LLM/GPT parser was used or if the system fell back to the standard parser, check the API response from the resume parsing process.

Here's how to identify it:

1. API Response:
   When a resume is processed, the system will include a special field in the response that indicates which parser was used.
   
    
   • If the LLM/GPT parser is used, LLM_AAI will appear under the CustomFields section of the API response.
     
      
   • If the system falls back to the standard parser, no such field will be present, and the response will be processed using the traditional method.
     
      

If the LLM/GPT parser fails for any reason (like complex formatting or issues with the resume content), the fallback will be to the standard RChilli parser, and the response will not show the LLM_AAI identifier.

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For assistance with configuration, contact: support@rchilli.com