{"id":27250654,"url":"https://github.com/spacexnu/job_finder","last_synced_at":"2025-04-11T00:59:12.218Z","repository":{"id":287078031,"uuid":"923240361","full_name":"spacexnu/job_finder","owner":"spacexnu","description":"Automate Job Search \u0026 Analysis Using AI","archived":false,"fork":false,"pushed_at":"2025-02-06T20:56:54.000Z","size":158,"stargazers_count":3,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-11T00:59:07.529Z","etag":null,"topics":["ai","automation","django","job","nlp","openai","python","search","spacy"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/spacexnu.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2025-01-27T21:50:39.000Z","updated_at":"2025-03-24T13:38:41.000Z","dependencies_parsed_at":"2025-04-09T21:35:08.793Z","dependency_job_id":"22f9dff0-fe0f-44af-9929-d8091e62f7de","html_url":"https://github.com/spacexnu/job_finder","commit_stats":null,"previous_names":["spacexnu/job_finder"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/spacexnu%2Fjob_finder","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/spacexnu%2Fjob_finder/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/spacexnu%2Fjob_finder/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/spacexnu%2Fjob_finder/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/spacexnu","download_url":"https://codeload.github.com/spacexnu/job_finder/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248322611,"owners_count":21084336,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["ai","automation","django","job","nlp","openai","python","search","spacy"],"created_at":"2025-04-11T00:59:11.563Z","updated_at":"2025-04-11T00:59:12.194Z","avatar_url":"https://github.com/spacexnu.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# **Job Finder 🕵️‍♂️**\n\n## 🚀 Automate Job Search \u0026 Analysis Using AI\n\n**Job Finder** is an open-source project that **scrapes job postings**  \nfrom multiple sources and **analyzes them using AI** based on user-defined criteria.\n\nIt helps developers and job seekers **find the best job opportunities efficiently**.\n\n⚠️ **Note:** This is a **personal project** in an **early-stage of development**.\n\n---\n\n## **✨ Features**\n✅ Scrapes job postings from multiple sources (e.g., GitHub Issues, LinkedIn, etc.)  \n✅ Uses **AI-powered analysis** to evaluate job descriptions  \n✅ Filters jobs based on **remote work, technologies, and contract types**  \n✅ **Fully customizable and extensible**  \n✅ Uses **Django \u0026 Celery** for background job execution  \n✅ Includes **Django Admin** for managing jobs \u0026 analysis criteria\n---\n\n## **📦 Installation**\n\n### **Prerequisites**\n- Python **3.12+**\n- PostgreSQL **or** SQLite (for local testing)\n- Docker \u0026 Docker Compose (optional, recommended)\n- Redis (for Celery workers)\n\n### **1️⃣ Clone the Repository**\n```bash\ngit clone https://github.com/adlermedrado/job-finder.git\ncd job-finder\n```\n\n2️⃣ Install Dependencies\n\nUsing [poetry](https://python-poetry.org/):\n```bash\npoetry install\n```\n\nOr using pip (requires a virtual environment):\n```bash\npython -m venv .venv\nsource .venv/bin/activate\npip install -r requirements.txt\n```\n\n3️⃣ Set Up the Database\n\nApply migrations:\n```bash\npoetry run python manage.py migrate\n```\n\nOr using venv:\n```bash\npython manage.py migrate\n```\n\n5️⃣ Setup environment variables\nTo run locally, rename [.env.sample](.env.sample) to **.env** and fill the required values,\nor load the environment variables directly into your shell.\nSetting up the .env file you can load them as below:\n\nAfter setting up .env, load the variables as follows:\n```bash\n# Using Poetry\npoetry shell\nsource load_env.sh  # For Bash/Zsh\nsource load_env.fish  # If using Fish shell\n\n# Using venv\nsource load_env.sh  # For Bash/Zsh\nsource load_env.fish  # If using Fish shell\n```\n\n4️⃣ Run the Project\n\nStart the Django server:\n```bash\npoetry run python manage.py runserver\n```\n\nOr using venv:\n```bash\nsource load_env.sh (or if using fish: load_env.fish)\n\u0026\u0026 python manage.py runserver\n```\n\nStart celery workers:\n\n```bash \ncelery -A job_finder worker --loglevel=info\n```\n\nStart celery beat:\n```beat\ncelery -A job_finder beat --loglevel=info\n```\n\n(Optional) Run Redis \u0026 PostgreSQL via Docker:\n```bash\ndocker-compose up -d\n```\n\n### 📌 Initial Sample Data (Optional)\nIf you want to load **initial configuration data** for Celery workers, Celery Beat, and job sources, run the following SQL script:\n```bash\npsql -U \u003cyour_user\u003e -d \u003cyour_database\u003e -f docs/sources_automation_samples.sql\n```\n⚠ **Note**: This data is for example purposes only and has not been included in Django migrations to keep a clear separation between database structure and sample data. Feel free to modify it as needed.\n\n### 🔑 Django Admin Setup\nTo manage jobs, sources, and analysis criteria via Django Admin,\nyou need to **create a superuser**:\n```bash\npoetry run python manage.py createsuperuser\n```\n\nOr using venv:\n```bash\npython manage.py createsuperuser\n```\n\nYou’ll be prompted to enter:\n* **Username**\n* **Email**\n* **Password**\n\nAfter creation, start the server and access Django Admin at:\n\n**🔗 http://127.0.0.1:8000/admin/**\n\nLog in with the credentials you just created.\n\n### 👨‍💻 Contributing\n\nContributions are welcome! To contribute:\n1.\t**Fork** the repo and create a **new branch** (git checkout -b feature-name)\n2. Make your changes and test them\n3. **Run tests** with `pytest`\n4. **Submit a pull request (PR)**\n\n### 📢 Support\n\nIf you find this project useful, ⭐ star the repository and share it with your network!\n\n### 📅 Roadmap\n✔ **Supported job sources:** Currently, the project scrapes job postings from **open-source repositories using GitHub Issues**\n🚀 **Planned features:**\n*\tAdd support for **more job sources** (LinkedIn, Indeed, etc.)\n*\tImprove **AI job matching accuracy** enabling **job analysis criteria configuration** via Django Admin\n*\tAdd support for **more AI providers** (currently it matches only remote positions, for example)\n*\tImplement a **web dashboard** for job management\n*\tIncrease **test coverage**\n*   Improve documentation\n\n### 📜 License\nThis project is licensed under the MIT License.\n\nSee [LICENSE](LICENSE) for details.\n\n\n### 🔄 Basic Flow\n```mermaid\ngraph TD;\nA[Start] --\u003e|Scrape job postings| B[Workers Job Scraper]\nB --\u003e|Save to database| C[(PostgreSQL)]\nC --\u003e|Sanitize Data using NLP| D[(spaCy)]\nD --\u003e|Analyze jobs using AI| E[OpenAI API]\nE --\u003e|Store analysis results| F[(Database)]\nF --\u003e|Display results| G[User Interface]\nG --\u003e|Done| H[End]\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fspacexnu%2Fjob_finder","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fspacexnu%2Fjob_finder","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fspacexnu%2Fjob_finder/lists"}