changes - making Hawk to evaluate before applying to job

[surapuramakhil]

#538

code in Action

2024-10-16 20:55:29.662 | DEBUG    | src.llm.llm_manager:log_request:237 - Log entry written to file: data_folder/output/open_ai_calls.json
2024-10-16 20:55:29.662 | DEBUG    | src.llm.llm_manager:__call__:263 - Request successfully logged
2024-10-16 20:55:29.664 | DEBUG    | src.llm.llm_manager:is_job_suitable:628 - Job suitability output: Score: 9  
Reasoning: The candidate meets most of the hard requirements outlined in the job description. They have over 3 years of experience in software development, specifically with Java and AWS, which are the most important technical skills. The candidate has experience in product design and development, as well as hosting services in AWS cloud technologies. They have demonstrated the ability to manage competing priorities in a fast-paced environment through their roles and responsibilities. The only slight gap is that while they have strong communication skills, the resume does not explicitly highlight experience in negotiation, which is a soft requirement. Overall, the candidate is highly suitable for the position.
2024-10-16 20:55:29.664 | INFO     | src.llm.llm_manager:is_job_suitable:631 - Job suitability score: 9
2024-10-16 20:55:29.664 | DEBUG    | src.aihawk_easy_applier:job_apply:134 - Attempting to click 'Easy Apply' button
2024-10-16 20:55:29.977 | DEBUG    | src.aihawk_easy_applier:job_apply:137 - 'Easy Apply' button clicked successfully
2024-10-16 20:55:29.978 | DEBUG    | src.aihawk_easy_applier:job_apply:139 - Filling out application form

[surapuramakhil]

@feder-cr request to review this MR.

[feder-cr]

Ok

[sarob]

It has conflicts.

Has anyone run the new prompt design and shared the application success rate and or what the average suitability score is?

[surapuramakhil]

@sarob resolved conflicts.

I ran new prompt design - its working great only applying for suitable role, its rejecting if my profile is not a match (like not even a chance). I have done only manual testing.

When I have run most of mine were in the range from 7-9. only few were 10. for some I do got as low as 4.

by the way - job title which I use is "Software Engineer ". mostly linked filter does 1 level, this will remove remaining sponsored non suitable scarp.

[sarob]

merge #598 into your PR for additional logging to support your feature

[surapuramakhil]

@sarob just checked your MR #598 added few review comments.

[feder-cr]

very good work @surapuramakhil please write em on telegram