智能制造行业知识管理与大模型解决方案

      知网20余年在内容体系、知识体系的规划以及知识自动加工、标引方面积累的大量的核心技术和经验，丰富的内容管理与项目经验。在企业数智化转型的大背景下，面向智能设计和智能制造，构建多模态的人工智能大模型底座；基于多内核通用大模型，融入知网高质量知识资源和企业内部数据，帮助企业建设适合于自身业务场景的大模型底座；并根据智能制造各环节的具体任务，进行业务场景知识库构建，基于场景知识库进行大模型微调，形成场景化知识增强模型，再针对各场景下的具体问题提供生成式解决方案，高效智能地解决业务问题，助力实现降成提质增效。

Over the past 20-plus years, CNKI has accumulated a vast amount of core technologies, experience, as well as rich content management and project experience in the planning of content and knowledge systems, as well as automatic knowledge processing and indexing. Against the backdrop of enterprise digital and intelligent transformation, CNKI builds a multi-modal AI large model foundation targeting intelligent design and intelligent manufacturing. Based on multi-core general large models, integrating CNKI's high-quality knowledge resources and internal enterprise data, it helps enterprises build large model bases tailored to their own business scenarios. Furthermore, in accordance with the specific tasks of each link in intelligent manufacturing, CNKI constructs business scenario-specific knowledge bases, conducts fine-tuning of large models based on these scenario-specific knowledge bases to develop scenario-aware knowledge-augmented models, and then provides generative solutions for specific issues in various scenarios, efficiently and intelligently solving business problems and assisting enterprises in achieving cost reduction, quality improvement and efficiency enhancement.

搜集汇总

背景与挑战

背景概述

该数据集提供智能制造行业的知识管理与大模型解决方案，结合知网的核心技术和企业数据，构建多模态人工智能大模型底座，助力企业实现降本提质增效。