本项目是一个基于多模态大语言模型（VLM）的智能考研题库系统。它旨在自动化地将PDF格式的考研真题数字化，并提供一个Web界面，让用户可以通过上传题目图片来查找相似题目、分析考点以及生成新的练习题。 核心功能： PDF自动化处理： 遍历指定目录下的所有PDF文件，将其中的题目内容提取并结构化为JSON格式。 向量化与相似度搜索： 将题库中的所有题目文本转换为向量，并利用向量余弦相似度快速检索出与用户上传题目最相关的题目。 AI智能分析： 利用VLM分析用户上传的题目，实时总结考点知识，并流式生成多道考点类似的全新题目。 Web用户界面： 提供一个直观、易用的Web界面，支持图片上传、实时预览和结果展示，并能完美渲染LaTeX数学公式。
☆12Oct 8, 2025Updated last year
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