compare_resume_to_job
Compare a resume against a job description using retrieval and LLM analysis to assess fit. Returns cached results unless a rerun is forced.
Instructions
Run the full resume-vs-job comparison agent (retrieval + LLM compare + retry/escalation). Expect 30s-several minutes on a local 8B model; returns a cached completed result unless force_rerun=True.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| job_id | Yes | ||
| resume_id | Yes | ||
| force_rerun | No |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| id | No | ||
| job_id | Yes | ||
| status | Yes | ||
| verdict | Yes | ||
| evidence | No | ||
| reasoning | Yes | ||
| resume_id | Yes | ||
| confidence | Yes | ||
| created_at | No | ||
| retries_used | No | ||
| overall_score | Yes | ||
| matched_skills | No | ||
| missing_skills | No | ||
| escalation_reason | No |