qa-system 开源项目推荐（48 个）

baidu /AnyQ

FAQ-based Question Answering System

mrcaidev /kgqa

基于知识图谱的电影知识问答系统。

KGQA /KGQA-datasets-generalization

Dataset Resplitting for Generalization in KGQA. See also https://github.com/semantic-systems/KGQA-datasets

VuBacktracking /bert-faiss-qa-system

Q&A System using BERT and Faiss Vector Database

anti-aii /RagE

RagE (RAG Engine) - A tool supporting the construction and training of components of the Retrieval-Augmented-Generation (RAG) model. It also facilitates the rapid development of Q&A systems and chatbots following the RAG model.

avikds /Enterprise-RAG-QA-System

Production-ready Enterprise RAG system for grounded Q&A. Powered by Gemini 3.1 & FAISS, featuring recursive semantic chunking and citation-backed retrieval.

Nikki-Gu /NLP-PJ

复旦大学NLP课程期末PJ；疫情信息问答系统

detsutut /ama-bot

A modern and lightweight NLP interface for Question-Answering systems and more. Fork this project to showcase your Python models with elegant web applications in no time!

Ellenyan123 /KB-QA-TF2

Knowledge-Based Question Answering --TF2 Version

GolddBunny /QA-Maker

도메인에 특화된 질의응답 QA 시스템을 자동 생성하는 웹 프레임워크 QA Maker 개발

dennisvdang /QA-Retrieval-System

Project repository for the development of a Question-Answering (QA) information retrieval system fine-tuned on customer queries.

AVINEET-Singh /Question-Answering_System_using_FAQs

In this academic project, I have compared the performance of different NLP approaches for Question-Answering system using varied levels (easy, medium, hard) of FAQs.

chenxichen95 /GP-epilepsy_qa_system

该项目在 GitHub 上没有填写描述

lyl-pua /integrated_qa_system

RAG + LLM 混合检索问答

longzheng268 /LanzhouTourismQA

基于Kotlin + Compose Desktop开发的RAG知识问答系统，专为兰州旅游知识问答设计。 支持本地知识库、TF-IDF向量化、Material Design 3界面和双模式（数据库/JSON）支持。

sriyavasudevan /Question-Answering-System

We built a Question Answer System using BERT. Based on our benchmark dataset that we designed for a specific task, we evaluated it at 40% accuracy over a particular dataset.

Ibnuawf /QueryVault

QueryVault is a robust RAG system for structured Q&A data. It ingests JSON files, embeds content via ChromaDB, and serves context-aware answers using FastAPI and Google Gemini. With a modular design and CLI tools, it's built for scalable, secure AI-powered knowledge retrieval.

Sugarsugarzz /military-question-answer-system

Military-oriented knowledge question-answer system, it supports different way to ask.

amitgupta4407 /rag

This project implements a Retrieval Augmented Generation (RAG) Pipeline for PDF documents. It extracts information, generates embeddings, and uses LLMs to provide intelligent responses via an interactive Streamlit UI. Ideal for building Q&A systems on custom knowledge bases

niNinNiNI /5.18scut

校园智能助手问答系统：整合学术资源、生活服务、校园活动等 10 类校园信息，提供自然语言问答。技术栈 Python 3.11+ / OpenAI API / SQLAlchemy / SQLite。