We have developed an AI-enabled multilingual chatbot that can intelligently read and understand uploaded documents in both English and Mandarin. The system extracts key information using TF-IDF-based natural language processing and summarizes content in English, with Mandarin response support under training. It also facilitates smooth conversational interactions and is seamlessly integrated into a user-friendly Mendix-based interface.

• Multilingual Document Reading: Supports English and Mandarin document uploads with OCR processing using EasyOCR.
• Smart Summarization & Responses: Uses TF-IDF and Scikit-learn for summarizing content and generating context-aware replies.
• Language Translation & Detection: Integrated with Deep Translator and LangID to detect language and provide real-time translation.
• End-to-End System Integration: Built using Python, FastAPI for APIs, and Mendix for the frontend, offering smooth user interaction.

• Enhanced Productivity: Automates document understanding and summarization, saving time and effort.
• Improved Accessibility: Supports multilingual capabilities for a broader user base.
• Seamless Experience: Intuitive interface via Mendix with real-time API interaction.
• Scalable Architecture: Modular design enables easy extension to more languages and features.

• Customer Support Automation: Efficiently handle user queries based on document content.
• Enterprise Knowledge Assistants: Provide quick insights from corporate manuals, policies, or reports.
• Education & Research: Aid in summarizing academic papers or multilingual study materials.
• Legal & Compliance: Review and summarize legal documents across different languages.