{"id":29273408,"url":"https://github.com/codelander07/ai-recruiter-agency","last_synced_at":"2026-05-09T09:06:33.004Z","repository":{"id":287211865,"uuid":"963978792","full_name":"CodeLander07/AI-Recruiter-Agency","owner":"CodeLander07","description":" AI Recruiter Agency An intelligent system that analyzes resumes and matches them with job requirements using Llama 3.2 model.","archived":false,"fork":false,"pushed_at":"2025-04-10T14:38:20.000Z","size":36,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-08T12:19:49.842Z","etag":null,"topics":["analysis","llama3","llm","python","streamlit"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/CodeLander07.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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,"zenodo":null}},"created_at":"2025-04-10T13:59:45.000Z","updated_at":"2025-04-10T14:38:24.000Z","dependencies_parsed_at":"2025-04-11T05:32:42.545Z","dependency_job_id":"0b7266ef-f52d-45e0-9ab1-451056733248","html_url":"https://github.com/CodeLander07/AI-Recruiter-Agency","commit_stats":null,"previous_names":["unstopablesid/ai-recruiter-agency","codelander07/ai-recruiter-agency"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/CodeLander07/AI-Recruiter-Agency","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CodeLander07%2FAI-Recruiter-Agency","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CodeLander07%2FAI-Recruiter-Agency/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CodeLander07%2FAI-Recruiter-Agency/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CodeLander07%2FAI-Recruiter-Agency/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/CodeLander07","download_url":"https://codeload.github.com/CodeLander07/AI-Recruiter-Agency/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CodeLander07%2FAI-Recruiter-Agency/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263671827,"owners_count":23494045,"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":["analysis","llama3","llm","python","streamlit"],"created_at":"2025-07-05T02:35:32.449Z","updated_at":"2026-05-09T09:06:32.966Z","avatar_url":"https://github.com/CodeLander07.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# AI Recruiter Agency\n\nAn intelligent system that analyzes resumes and matches them with job requirements using Llama 3.2 model.\n\n## Project Structure\n\n```\nAI-Recruiter-Agency/\n├── src/                    # Source code\n│   ├── models/            # AI model integration\n│   │   ├── llama/        # Llama model implementation\n│   │   └── embeddings/   # Text embedding models\n│   ├── utils/            # Utility functions\n│   │   ├── file_utils.py # File handling utilities\n│   │   └── text_utils.py # Text processing utilities\n│   ├── parsers/          # Document parsers\n│   │   ├── resume_parser.py    # Resume parsing logic\n│   │   └── job_parser.py       # Job description parsing\n│   ├── matching/         # Matching algorithms\n│   │   ├── skill_matcher.py    # Skill matching logic\n│   │   ├── experience_matcher.py # Experience matching\n│   │   └── education_matcher.py  # Education matching\n│   └── ui/               # User interface components\n│       ├── components/   # Reusable UI components\n│       ├── pages/        # Streamlit pages\n│       └── app.py        # Main application file\n├── data/                 # Data storage\n│   ├── resumes/         # Sample resumes\n│   └── job_descriptions/ # Sample job descriptions\n├── tests/               # Test cases\n│   ├── unit/           # Unit tests\n│   └── integration/    # Integration tests\n├── config/             # Configuration files\n│   ├── model_config.yaml  # Model configuration\n│   └── app_config.yaml    # Application configuration\n├── docs/              # Documentation\n│   ├── api/          # API documentation\n│   └── user_guide/   # User guide\n├── .env.example      # Example environment variables\n├── .gitignore        # Git ignore file\n├── requirements.txt  # Python dependencies\n├── README.md        # Project documentation\n└── LICENSE          # License file\n```\n\n## Installation\n\n### Prerequisites\n\n- Python 3.8 or higher\n- Git\n- Virtual environment (recommended)\n\n### Setup Instructions\n\n1. Clone the repository:\n```bash\ngit clone https://github.com/unstopablesid/AI-Recruiter-Agency.git\ncd AI-Recruiter-Agency\n```\n\n2. Create and activate a virtual environment:\n```bash\n# Windows\npython -m venv .venv\n.venv\\Scripts\\activate\n\n# Linux/MacOS\npython3 -m venv .venv\nsource .venv/bin/activate\n```\n\n3. Install dependencies:\n```bash\npip install -r requirements.txt\n```\n\n4. Set up environment variables:\n```bash\n# Copy the example environment file\ncp .env.example .env\n\n# Edit .env with your configuration\n# Add your API keys and other sensitive information\n```\n\n## Project Essentials\n\n### Required Files\n\n- `requirements.txt`: Lists all Python dependencies\n- `.env`: Contains environment variables and API keys\n- `src/ui/app.py`: Main Streamlit application\n- `config/`: Configuration files for the application\n\n### Development Tools\n\n- Code formatting: `black`\n- Linting: `flake8`\n- Testing: `pytest`\n\n### Running the Application\n\n1. Start the Streamlit app:\n```bash\nstreamlit run src/ui/app.py\n```\n\n2. Access the application at `http://localhost:8501`\n\n## Features\n\n- Resume parsing and analysis\n- Job requirement extraction\n- Skill matching algorithm\n- Experience matching\n- Education matching\n- Overall compatibility score\n- Detailed match breakdown\n\n## Development Guidelines\n\n1. Code Formatting:\n```bash\nblack .\n```\n\n2. Linting:\n```bash\nflake8 .\n```\n\n3. Testing:\n```bash\npytest tests/\n```\n\n## GitHub Repository\n\n- Repository: [AI-Recruiter-Agency](https://github.com/unstopablesid/AI-Recruiter-Agency)\n- Main Branch: `main`\n- License: MIT\n\n## Contributing\n\n1. Fork the repository\n2. Create a feature branch\n3. Commit your changes\n4. Push to the branch\n5. Create a Pull Request\n\n## License\n\nThis project is licensed under the MIT License - see the LICENSE file for details.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcodelander07%2Fai-recruiter-agency","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcodelander07%2Fai-recruiter-agency","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcodelander07%2Fai-recruiter-agency/lists"}