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HealthTruth-AI

Sistem RAG untuk mendeteksi hoax kesehatan dari pesan WhatsApp menggunakan Gemini API + FAISS.

Fitur

  • Deteksi hoax kesehatan berbasis dokumen resmi WHO/Kemenkes.
  • RAG pipeline: preprocessing → chunking → embedding → FAISS search.
  • UI Streamlit: chatbot interface
  • Dataset 21 hoax WA paling umum.

Cara Pakai

  1. Install requirements:
    pip install -r requirements.txt

  2. Set API Key:
    echo "GEMINI_API_KEY=xxxx" > env/.env

  3. Preprocess dokumen:
    python app/preprocess.py

  4. Bangun FAISS index:
    python build_index.py

  5. Jalankan app:
    streamlit run app/main.py

About

LLM-Based Tools and Gemini API Integration for Data Scientists - project with hacktiv8

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  • Python 92.3%
  • C++ 5.0%
  • Cython 2.1%
  • C 0.6%
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