Overview

FZU-AI-ANSWER is an intelligent assistant application based on RAG technology, designed to provide notification aggregation, daily life assistance, and Q&A dialogue functionalities.

English | 中文

Running the Application

python -m venv venv
source venv/bin/activate
pip install -r requirements.txt

source entrypoint.sh
streamlit run web_page_reasoning.py

RAG

Data Chunking

Document Domain Alignment

Performance Evaluation

• Method: RAGAS
• Dataset: MultiHop-RAG

Tools

• Application Frameworks: langchain, langgraph
• Vector Storage: faiss
• Knowledge Graph Storage: neo4j
• LLM: Qwen/QwQ-32B
• Embedding Model: Alibaba-NLP/gte-Qwen2-1.5B-instruct