interview-helper  by JasonJarvan

AI interview assistant for real-time practice and feedback

Created 2 years ago
267 stars

Top 95.7% on SourcePulse

GitHubView on GitHub
Project Summary

This project provides an AI-powered interview preparation tool, enabling users to practice interviews with real-time speech-to-text transcription and AI-generated answer suggestions. It targets individuals preparing for technical or behavioral interviews, offering a comprehensive solution for honing responses and managing practice sessions.

How It Works

The application integrates real-time audio processing via the WebAudio API with iFlytek's RTasr API for high-accuracy speech-to-text transcription. Transcribed speech is then fed to DeepSeek AI, which generates intelligent answer suggestions. The backend, built with FastAPI, handles user authentication (JWT), manages interview sessions, and persists data using PostgreSQL and Redis. Frontend components are built with React 19, TypeScript, and Vite, utilizing Ant Design for the UI and Zustand for state management, ensuring a responsive and interactive user experience with real-time data synchronization.

Quick Start & Requirements

Highlighted Details

  • Real-time STT powered by iFlytek RTasr API.
  • AI-driven answer suggestions leveraging DeepSeek AI.
  • Full interview session management with history and real-time synchronization.
  • Secure user authentication via JWT.
  • Modern tech stack: React 19/TypeScript/Vite (frontend), FastAPI/PostgreSQL/Redis (backend).

Maintenance & Community

The project roadmap outlines development milestones up to v0.5. Contribution is encouraged via pull requests, with WeChat contact provided for direct engagement with the maintainer, "JarvanJason".

Licensing & Compatibility

The project is released under the MIT License, permitting commercial use and integration into closed-source projects.

Limitations & Caveats

The project description notes that "difficulty controlling the timing of AI questions, low accuracy, needs improvement" is an area the project aims to address, suggesting potential limitations in the current AI interaction logic or STT accuracy under certain conditions. Configuration of external API keys is a mandatory setup step.

Health Check
Last Commit

1 year ago

Responsiveness

Inactive

Pull Requests (30d)
1
Issues (30d)
0
Star History
22 stars in the last 30 days

Explore Similar Projects

Feedback? Help us improve.