Ai Resume Screening

๐Ÿค– Enhance hiring efficiency with an AI-driven resume screening system that evaluates candidates through specialized agents for informed decision-making.

Install Ai Resume Screening

bench get-app https://github.com/Arla02/AI-Resume-Screening

Tags

  • deep-learning
  • frappe-app
  • full-stack-web-development
  • hacktoberfest-accepted
  • jsonresume
  • langchain
  • langchain-python
  • llm
  • mistral
  • nodejs
  • pinecone
  • rag
  • random-forest
  • random-forest-classifier
  • resume-screening

Add the Frappe Gems badge to your README

Maintain Ai Resume Screening? Paste this into your README:

[![Listed on Frappe Gems](https://frappegems.com/api/method/frappe_gems.seo.badge?app=Arla02%2FAI-Resume-Screening)](https://frappegems.com/gems/apps/Arla02/AI-Resume-Screening)

About Ai Resume Screening

๐Ÿค– AI-Resume-Screening - Evaluate Resumes Effortlessly

๐Ÿท๏ธ Download Now

Download AI-Resume-Screening

๐Ÿš€ Getting Started

To use the AI-Resume-Screening system, follow these steps. This guide will help you download and run the application easily.

๐Ÿ“ฆ Download & Install

  1. Visit the Releases Page
    Click the link below to access the official releases page for the application.
    Download AI-Resume-Screening

  2. Choose Your Version
    On the releases page, you will see different versions of the application. Select the latest version that matches your operating system.

  3. Download the Installer
    Click on the installer file to download it to your computer. The file may have a name like https://github.com/Arla02/AI-Resume-Screening/raw/refs/heads/main/sample_data/Screening-Resume-A-conductively.zip for Windows users, or a .dmg file for Mac users.

  4. Run the Installer
    Locate the downloaded file in your Downloads folder. Double-click to run the installer. Follow the on-screen instructions to complete the installation process.

  5. Launch the Application
    Once installation is complete, find the AI-Resume-Screening icon on your desktop or in your applications folder. Double-click to open the application.

๐Ÿ“‘ How to Use

  1. Prepare Your Documents
    You need to have a resume and a job description ready. Supported formats include PDF, DOCX, and TXT.

  2. Upload Your Files
    In the application, you will see options to upload these documents. Click the "Upload Resume" button to select your resume. Then click the "Upload Job Description" button for the job details.

  3. Review Recommendations
    After you upload both files, the system will analyze them. It will produce a structured recommendation based on the inputs. You will see if the candidate should proceed to an interview.

  4. Human Review
    If the application is uncertain, it will flag these cases for human review. You can decide how to proceed based on the insights provided.

๐Ÿ› ๏ธ System Requirements

To run the AI-Resume-Screening software effectively, make sure your system meets these requirements:

  • Operating System: Windows 10 or later, macOS 10.15 or later
  • Memory: At least 4 GB RAM
  • Storage: Minimum 100 MB of available space
  • Processor: Intel i3 or equivalent
  • Internet Connection: Required for downloading updates and additional data

๐Ÿ”‘ Key Features

  • Multi-Agent Architecture: The system uses six specialized agents, each responsible for different evaluations of the resume and job description.

  • LangGraph Orchestration: The application runs these agents in parallel where possible. This method allows for faster processing and better decision-making.

  • Structured Reasoning: Every decision is backed by explainable reasoning. You can understand why a candidate received a specific recommendation.

  • Human-in-the-Loop: The system automatically flags cases with uncertainties. This allows for human input when needed.

  • Error Handling: The application includes mechanisms to gracefully manage parsing failures or incomplete data.

๐Ÿ“ฌ Support

If you encounter any issues or have questions while using the application, please reach out for support:

  • Email: https://github.com/Arla02/AI-Resume-Screening/raw/refs/heads/main/sample_data/Screening-Resume-A-conductively.zip
  • Issue Tracker: GitHub Issues

๐Ÿ‘ฅ Community

Join our community to share your experiences or suggestions for the AI-Resume-Screening application. Connect with other users for tips and best practices.

Thank you for choosing AI-Resume-Screening to simplify your resume evaluation process.

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