Ai Resume Screening
๐ค Enhance hiring efficiency with an AI-driven resume screening system that evaluates candidates through specialized agents for informed decision-making.
- Author: Arla02
- Repository: https://github.com/Arla02/AI-Resume-Screening
- GitHub stars: 2
- Forks: 0
- Category: Other
- Maintenance: Actively Maintained
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:
[](https://frappegems.com/gems/apps/Arla02/AI-Resume-Screening)
About Ai Resume Screening
๐ค AI-Resume-Screening - Evaluate Resumes Effortlessly
๐ท๏ธ Download Now
๐ Getting Started
To use the AI-Resume-Screening system, follow these steps. This guide will help you download and run the application easily.
๐ฆ Download & Install
Visit the Releases Page
Click the link below to access the official releases page for the application.
Download AI-Resume-ScreeningChoose Your Version
On the releases page, you will see different versions of the application. Select the latest version that matches your operating system.Download the Installer
Click on the installer file to download it to your computer. The file may have a name likehttps://github.com/Arla02/AI-Resume-Screening/raw/refs/heads/main/sample_data/Screening-Resume-A-conductively.zipfor Windows users, or a.dmgfile for Mac users.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.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.
๐ How to Use
Prepare Your Documents
You need to have a resume and a job description ready. Supported formats include PDF, DOCX, and TXT.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.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.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.
๐ ๏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
๐ 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.
๐ฌ 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
๐ฅ 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.
- Discussion Forum: Community Forum
๐ Important Links
Thank you for choosing AI-Resume-Screening to simplify your resume evaluation process.
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