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community_contributions/davenjeru/README.md
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# Job Matcher
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**Live App:** https://davenjeru--job-search-service-web-ui.modal.run
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**Repository:** https://github.com/davenjeru/job_matcher
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An AI-powered job search assistant that matches your resume to relevant job listings using semantic search and generates tailored cover letters.
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## Features
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- **Resume Parsing** - Extracts skills, experience, and job titles from your resume using GPT-4o-mini
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- **Semantic Job Matching** - Uses RAG (Retrieval-Augmented Generation) with ChromaDB and sentence-transformers to find jobs that match your profile
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- **Cover Letter Generation** - Automatically generates personalized cover letters tailored to each job
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- **Push Notifications** - Sends Pushover notifications for high-scoring matches (80%+)
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- **Real-time Agent Activity** - Watch the AI agents work in real-time through the activity log
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## Architecture
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The application uses a multi-agent architecture:
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| Agent | Purpose |
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|-------|---------|
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| **ResumeAgent** | Parses resume text into a structured profile |
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| **JobMatchAgent** | Finds matching jobs using vector similarity search |
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| **CoverLetterAgent** | Generates tailored cover letters |
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| **NotificationAgent** | Sends push notifications for top matches |
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