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feat: Add job_engine with browser-use and HITL logic#2

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medical-data-agent-5257841151516627047from
job-engine-pause-and-learn-11962163433764657325
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feat: Add job_engine with browser-use and HITL logic#2
LakshinG wants to merge 1 commit into
medical-data-agent-5257841151516627047from
job-engine-pause-and-learn-11962163433764657325

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@LakshinG

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Added the "Pause & Learn" Job Engine project within the job_engine/ subdirectory.
This integrates browser-use with Gemini 1.5 Flash to automatically complete job applications from a queue. Features include:

  • A local knowledge base (answers.json) for filling form fields.
  • A Human-in-the-Loop custom tool that strictly verifies known answers via an LLM. It logs unknown fields (confidence <95%) to pending_questions.json and immediately aborts the application to prevent guessing.
  • A human jitter delay tool to simulate real user pacing and avoid bot detection.
  • Setup instructions and dependencies in requirements.txt, alongside scripts configured for a specified Windows Chrome profile.

PR created automatically by Jules for task 11962163433764657325 started by @LakshinG

Co-authored-by: LakshinG <89883000+LakshinG@users.noreply.github.com>
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