We present Deep Search DocQA. This application enables information extraction from documents via a question-answering conversational assistant. The system integrates several technologies from different AI disciplines consisting of document conversion to machine-readable format (via computer vision), finding relevant data (via natural language processing), and formulating an eloquent response (via large language models). Users can explore over 10,000 Environmental, Social, and Governance (ESG) disclosure reports from over 2000 corporations. The Deep Search platform can be accessed at: https://ds4sd.github.io.
翻译:我们推出Deep Search DocQA。该应用通过问答对话助手实现文档信息提取。系统整合了多种人工智能技术,包括通过计算机视觉将文档转换为机器可读格式、通过自然语言处理检索相关数据、通过大型语言模型生成流畅回复。用户可查阅来自2000多家企业的超过10000份环境、社会与治理(ESG)披露报告。Deep Search平台访问地址:https://ds4sd.github.io。