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AS-FAQ-Bot

Academia Sinica Licence

AS-FAQ-Bot 是一個多功能的 FAQ Chatbot 解決方案，提供兩種技術方案：基於 RAG（Retrieval-Augmented Generation）的問答系統，以及基於 in-context learning 的 Line Chatbot。這個專案包含四個主要部分：AS-FAQ-RAG 提供 RAG 方案的後端資料檢索與生成回答，AS-FAQ-Web-ChatBot 提供 RAG 方案的前端網頁使用者介面，AS-FAQ-Line-Chatbot 提供基於 in-context learning 的 Line Chatbot webhook，而 data 則包含 FAQ 的原始資料。

This project demonstrates how to create versatile FAQ chatbots using two approaches: a Retrieval-Augmented Generation (RAG) system and an in-context learning-based Line Chatbot. It integrates a powerful backend with a user-friendly web interface for the RAG solution, alongside a Line Chatbot implementation, efficiently handling frequently asked questions across different platforms.

Features

  • 中文 / Chinese

    • 支援中文及英文，適用於更廣泛的使用者群體
    • 提供 RAG 技術與 in-context learning 兩種方案，滿足不同應用場景
    • 前後端分離架構（RAG 方案）與獨立 webhook（Line Chatbot），提升靈活性和適應性
    • 可接入多種 AI 服務，提供更多樣化的回答
    • 使用者友善的介面設計（網頁與 Line），提升使用體驗

  • English

    • Supports both Chinese and English, catering to a wider range of users
    • Offers two solutions: RAG technology and in-context learning, addressing diverse use cases
    • Frontend-backend separation architecture (RAG) and standalone webhook (Line Chatbot), enhancing flexibility and adaptability
    • Integrates with various AI services, providing diverse responses
    • User-friendly interface design (web and Line), improving user experience

Installation

請參考目錄中的 README.md：

Please refer to the README.md in the directory:

Contributing

Contributions are welcome! Please read our Contributing Guidelines before submitting a pull request.

License

This project is licensed under the MIT License. See the LICENSE file for details.