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README.md
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title: HybridRAG
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sdk: gradio
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sdk_version:
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app_file: app.py
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pinned: false
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title: HybridRAG - Employee Education Program Recommender
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emoji: π
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colorFrom: blue
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colorTo: indigo
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sdk: gradio
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sdk_version: 3.3.1
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app_file: app.py
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pinned: false
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license: apache-2.0
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# HybridRAG: μ§μ λ§μΆ€ν κ΅μ‘ νλ‘κ·Έλ¨ μΆμ² μμ€ν
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## κ°μ
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HybridRAG μμ€ν
μ **VectorRAG**μ **GraphRAG** λ°©μμ κ²°ν©νμ¬, μ§μμ νμ¬ μλκ³Ό νμ΅ λͺ©νλ₯Ό λΆμνκ³ μ ν©ν κ΅μ‘ νλ‘κ·Έλ¨μ μΆμ²νλ μμ€ν
μ
λλ€. μ΄ μμ€ν
μ μ§μ λ°μ΄ν°μ κ΅μ‘ νλ‘κ·Έλ¨ λ°μ΄ν°λ₯Ό νμ©νμ¬ λ κ°μ§ μ κ·Ό λ°©μμ μ¬μ©ν΄ λ³΄λ€ μ νν μΆμ²μ μ 곡ν©λλ€.
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- **VectorRAG**: μ§μμ μλκ³Ό νλ‘κ·Έλ¨ νμ΅ λͺ©νλ₯Ό 벑ν°ννκ³ μ μ¬λλ₯Ό κ³μ°ν΄ μΆμ².
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- **GraphRAG**: μ§μκ³Ό νλ‘κ·Έλ¨ κ°μ κ΄κ³λ₯Ό κ·Έλνλ‘ νννμ¬ μνΈ κ΄κ³λ₯Ό μκ°ν.
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## κΈ°λ₯
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- CSV νμΌμ ν΅ν μ§μ λ° κ΅μ‘ νλ‘κ·Έλ¨ λ°μ΄ν° μ
λ‘λ
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- μ§μμκ² μ ν©ν κ΅μ‘ νλ‘κ·Έλ¨ μΆμ²
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- μ§μκ³Ό νλ‘κ·Έλ¨ κ°μ κ΄κ³λ₯Ό λ€νΈμν¬ κ·Έλνλ‘ μκ°ν
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## νμΌ κ΅¬μ±
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- `app.py`: Gradio μ±μ λ©μΈ νμΌ.
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- `requirements.txt`: νμν λΌμ΄λΈλ¬λ¦¬ λͺ©λ‘.
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- `employee_data.csv`: μν μ§μ λ°μ΄ν° νμΌ.
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- `program_data.csv`: μν κ΅μ‘ νλ‘κ·Έλ¨ λ°μ΄ν° νμΌ.
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## μ€μΉ λ° μ€ν λ°©λ²
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### 1. λ‘컬 νκ²½μμ μ€ν
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```bash
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pip install -r requirements.txt
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python app.py
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