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richabhawna/ai-hr-resume-shortlisting-agent

AI-powered HR candidate screening and shortlisting system

⚡ AI使用 Python GitHub ↗
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SUMMARY AI要約 by gpt-5-mini

AI HR Resume Shortlisting Agent is an open-source tool to automate initial candidate screening. Intended for recruiters and HR teams, it ingests PDF/DOCX resumes and a job description, extracts structured candidate profiles using LLMs, computes semantic skill matches and applies a weighted scoring system (Skills 30%, Experience 25%, Education 15%, Projects 20%, Communication 10%) to rank candidates. It returns transparent evaluation reasoning, supports HR override with stored justifications in SQLite, and includes basic prompt sanitization. Built with a Streamlit frontend and Python backend, it uses Groq API, LangChain, Llama 3.3, sentence-transformers, PyMuPDF and python-docx. Setup uses a .env GROQ_API_KEY and runs via streamlit run app.py.

DETECTED 検出されたAIスタック

このRepoのdescription / GitHub topics / READMEのAI要約に出現したAI関連キーワードをカテゴリ別に表示。各バッジは該当カテゴリの詳細ランキングへリンクします。

🧠 LLMプロバイダー (1)
Groq
🧩 AIフレームワーク (1)
LangChain
🔢 埋め込みモデル (1)
sentence-transformers
🤖 LLMモデル (1)
Llama
💾 一般データベース (1)
SQLite
🌐 Web/アプリフレームワーク (1)
Streamlit

使用言語(バイト数比)

Python
100%

オーナー情報

アカウント
richabhawna
タイプ
User
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0

日付

GitHub作成日 2026-05-09
最終Push 2026-05-09
当サイト初検出 2026-05-09
最終取得 2026-05-09 18:17

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