machinelearningpractice's Introduction

MachineLearningPractice

一、GhatGLM文档问答（chatglm_qa）

使用ChatGLM+langchain实现文档问答，使用gradio搭建简单UI，支持实时上传文档。

详见：chatglm_document_qa_READM.md

二、视觉版大语言模型（vision_llm）

利用yolo和CLIP模型生成图片描述，基于生成的图片描述进行图文问答。界面使用streamlit编写。

三、图像搜索（image_search）

基于Vit模型提取图像embedding，使用向量数据库进行相似度搜索，以实现图搜图功能。

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