92 lines
3.5 KiB
Markdown
92 lines
3.5 KiB
Markdown
# JobOps
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AI-powered job discovery and application pipeline. Automatically finds jobs, scores them against your profile, and generates tailored resumes.
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## Workflow
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1. **Search**: Scrapes Gradcracker, Indeed, LinkedIn, and UK Visa Sponsorship jobs.
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2. **Score**: AI ranks jobs by suitability using OpenRouter.
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3. **Tailor**: Generates a custom resume summary for top-tier matches.
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4. **Export**: Uses [RxResume v4](https://v4.rxresu.me) to create tailored PDFs.
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5. **Manage**: Review and mark jobs as "Applied" via the dashboard (syncs to Notion).
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## Example of generating a tailored resume for a job
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https://github.com/user-attachments/assets/5b9157a9-13b0-4ec6-9bd2-a39dbc2b11c5
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## Example of applying to a Ready job
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https://github.com/user-attachments/assets/06e5e782-47f5-42d0-8b28-b89102d7ea1b
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## Quick Start
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```bash
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# 1. Clone and move to directory
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git clone https://github.com/DaKheera47/job-ops.git
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cd job-ops
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# 2. Docker up (this will take a while because of Camoufox)
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docker compose up -d --build
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# 3. Open the dashboard, the app will onboard your credentials
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open http://localhost:3005
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```
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The app will guide you through setup on first launch. The onboarding wizard helps you:
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- Connect your OpenRouter API key (for AI scoring/tailoring)
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- Add your RxResume credentials (for PDF export via v4.rxresu.me)
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- Select a template resume from your v4.rxresu.me account
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## Structure
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- `/orchestrator`: React frontend + Node.js backend & pipeline.
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- `/extractors`: Specialized scrapers (Gradcracker, JobSpy, UKVisaJobs).
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- `/data`: Persistent storage for SQLite DB and generated PDFs.
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Technical breakdowns here: `documentation/extractors/README.md`
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Orchestrator docs here: `documentation/orchestrator.md`
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## Read-only mode (Basic Auth)
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You can make the app read-only for the public by setting a username and password in the **Settings** page.
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After this, all write actions (POST/PATCH/DELETE) require Basic Auth; browsing and viewing remain public.
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Persistent data lives in `./data` (bind-mounted into the container).
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## Running (local dev)
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Prereqs: Node 20+, Python 3.10+, Playwright browsers (Firefox).
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Install Node deps (both packages):
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```bash
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cd orchestrator && npm install
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cd ../extractors/gradcracker && npm install
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```
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Configure the orchestrator env + DB:
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```bash
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cd ../orchestrator
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cp .env.example .env
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npm run db:migrate
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npm run dev
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```
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Dev URLs:
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- API: `http://localhost:3001/api`
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- UI (Vite): `http://localhost:5173`
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## Notes / sharp edges
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- **Crawl targets**: edit `extractors/gradcracker/src/main.ts` to change the Gradcracker location/role matrix.
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- **Pipeline config knobs**: `POST /api/pipeline/run` accepts `{ topN, minSuitabilityScore }`; `PIPELINE_TOP_N`/`PIPELINE_MIN_SCORE` are used by `npm run pipeline:run` (CLI runner).
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- **Anti-bot reality**: crawling is headless + "humanized", but sites can still block; expect occasional flakiness.
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Note on Analytics: The current alpha version includes anonymous analytics (Umami) to help me debug performance. This will be made opt-in only in the upcoming updates. If you want to disable it now, block umami.dakheera47.com in your firewall.
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# Contact
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If you need any help with any step of the process, feel free to open an [issue](https://github.com/DaKheera47/job-ops/issues). I am actively monitoring this section and I would be extremely happy to help you get up and running!
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[](https://app.repohistory.com/star-history)
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## License
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AGPLv3
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