大邓是一个技术博主，运营着公众号，每天要消耗大量的时间进行选题、创作、编辑。随着LLM的流行， 能否让LLM替我进行选题、创作、编辑，从此进入躺平式人生新阶段。 这不是做梦， 使用软件Ollama、Python的CrewAI库，设计好智能体(AI Agent)，就能实现大邓的白日梦。In technical terms an AI Agent is a software entity designed to perform tasks autonomously or semi-autonomously on behalf of a user or another program. These agents leverage artificial intelligence to make decisions, take actions, and interact with their environment or other systems....
非结构文本、图片、视频等数据是待挖掘的数据矿藏， 在经管、社科等研究领域中谁拥有了从非结构提取结构化信息的能力，谁就拥有科研上的数据优势。正则表达式是一种强大的文档解析工具，但它们常常难以应对现实世界文档的复杂性和多变性。而随着chatGPT这类LLM的出现，为我们提供了更强大、更灵活的方法来处理多种类型的文档结构和内容类型。For many years, regular expressions have been my go-to tool for parsing documents, and I am sure it has been the same for many other technical folks and industries.Even though regular expressions are powerful and successful in some case, they often struggle with the complexity and variability of real-world documents.Large language models on the other end provide a more powerful, and flexible approach to handle many types of document structures and content types....
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