[ English | 中文 ]
Welcome to the Intelligent Travel Assistant—your interactive guide to exploring Ji'an City in Jiangxi Province, China! 🏯🌿
Our system is built with cutting-edge AI technology, integrating Large Language Models (LLMs) 🤖, Retrieval-Augmented Generation (RAG) 📚, and LangChain 🔗 to ensure you receive accurate, insightful, and contextually relevant travel and cultural information. 🎒📍
You can find the demo video in the project directory:
📂 ./pictures/demo_video.mp4 🎬🎶
To set up your environment smoothly, follow these steps: 🚀
pip install -r requirements.txt
conda install -q ffmpeg # Ensure ffmpeg==4.2.2Since LLM models require large memory, they cannot be uploaded to GitHub. ❌💾 Please prepare your own models (both LLM and GAN) before running the application.
In our project, we primarily use: ✅ Baichuan2 🧠 for generating responses ✅ Wav2Lip 🗣️🎥 for producing digital human videos
We use Vue 3 🖥️ to build an intuitive UI, and FastAPI ⚡ to power the backend for digital human videos.
To start the application, simply run:
python main.py✨ And you're good to go! 🎉
We have collected a rich dataset about Ji'an City's travel and cultural highlights 🏕️🛶, sourced from various platforms. You can explore the details in the our_data directory.
To upload new data, use our convenient Python script: 🐍📤
python ./upload_data_to_upload.py📌 Note: If you face any issues, check the latest guidelines in the Pinecone documentation. 📖🔗
We built our interactive web UI with Vue 3 🏗️ to ensure a smooth and dynamic user experience.
To set up and run the frontend, install the necessary dependencies (Node.js required) and run:
npm install
npm run dev🎨 Enjoy the seamless UI experience! 🎭✨
🌐 You can also explore the UI directly at https://qa-web-flame.vercel.app/ 🚀🔗(Big thanks to Vercel for making deployment so easy!)
🚀 Co-creator: WiserZhou and yiranbue
🌟 Thank you for checking out our project! We hope this project can be a valuable tool in your AI and tech journey!