Blog Posts
轻松打造高效研究助手！AutoGen与Panel UI结合的神奇旅程
- Rifx.Online
- Programming , Machine Learning , Data Science
- 05 Jan, 2025
🎉 新年快乐，大家好！在开始之前，衷心感谢大家对我们之前故事的支持和反馈——这对我们意义重大！🙌 现在，让我们以一个有趣的项目开始新的一年。在人工智能和数据科学的世界中，打造智能和动态的代理可以为自动化研究工作流程带来重大变化。利用 AutoGen 和 Panel UI，您可以构建一个研究代理，与多个子代理协作，每个子代理都设计用于特定任务，如编码、规划或批评。✨ 让我
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如何用AI简化Jira管理？揭秘定制AI Jira助手的惊艳新境界！
- Rifx.Online
- Programming , Technology/Web , Chatbots
- 05 Jan, 2025
我如何使用 Google Mesop、Django、LangChain Agents、CO-STAR 和 Chain-of-Thought (CoT) 提示结合 Jira API 更好地自动化 Jira 这个项目的灵感来自于我为内部用户开发的一个网页应用上的 Jira 工单创建工具。我还在系统错误发生时添加了自动创建 Jira 工单的功能。 用户和系统错误通常会创建类似的工
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2025年冲击AI领域！6个月掌握LLM的必经之路！
作为一名从电子工程背景转型为专注于大型语言模型（LLMs）和生成式AI的数据科学家，我理解进入AI领域的挑战与兴奋。到2025年，行业格局与我开始旅程时有了显著变化。让我分享一个实用的学习路径，无论您是全新起步还是从其他领域转型。结合我自身的经历和行业经验，我将重点介绍在当今AI领域中最重要的技能和知识。 为什么在2025年关注大型语言模型（LLMs）？ 当我开始转向人工智能领域时
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如何用Agentic AI颠覆医疗支持？探秘Doctolib的高效智能系统！
- Rifx.Online
- Health , Artificial Intelligence , Customer Service
- 05 Jan, 2025
在 Doctolib，我们的使命不仅仅是构建我们所梦想的医疗体系——我们正在改变健康专业人员与技术之间的互动方式。两个雄心勃勃的目标驱动着我们：让使用我们解决方案的健康专业人员感到满意，并加快我们的创新步伐。但雄心壮志伴随着巨大的责任，尤其是在支持我们的用户方面。 随着我们平台的增长，支持请求的数量也在增加。传统的方法是简单地根据需求线性扩展我们的支持团队。然而，我们看到了不同思考的机会：
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Wren AI：Uber如何利用Text-to-SQL每月节省14万个小时？揭秘你的企业也能获得的强大力量！
- Rifx.Online
- Programming , Data Science , Generative AI
- 05 Jan, 2025
在数据驱动决策至关重要的世界中，企业正在争相寻找从庞大数据集中提取可操作洞察的最有效方法。Uber，作为实时物流和运输的全球领导者，最近分享了他们的内部Text-to-SQL平台 — QueryGPT（如果你还没有查看这篇文章，[请在这里查看](https://www.uber.com/en-
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2025 年学习人工智能的最快方法
为什么短期有效时还要选择长期？ 本博客旨在为您提供一条清晰的捷径，让您在AI领域入门的同时探索新的AI产品，以保持您的动力。我不会包含令人不知所措的建议，比如“嘿，您应该开始学习Python，因为它是最常见和流行的编程语言……”或任何图表，如下所示： 大多数搜索**“如何学习AI”**的人立刻会面临诸如ML和DL等术语，这可能会让人感到沮丧，并使AI看起来很困难。然而
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使用 PydanticAI 框架构建多代理 LLM 系统：创建人工智能系统的分步指南...
- Rifx.Online
- Programming , Generative AI , Data Science
- 05 Jan, 2025
Pydantic 是 Python 生态系统中的一股强大力量，拥有超过 2.85 亿次的月下载量，一直是 Python 项目中稳健数据验证的基石。现在，它的创造者正在进军前沿的 AI 领域，推出 Pydantic AI，这是一个旨在构建由生成式 AI 驱动的生产级应用程序的框架。在本文中，我们将深入探讨 Pydantic AI 的独特之处、其关键特性，以及它与其他
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关于人工智能船员的博客，写关于人工智能船员的博客 | 作者：Ryan A Ellis | Medium
- Rifx.Online
- Programming , Autonomous Systems , Generative AI
- 03 Jan, 2025
介绍 这篇博客的目的是简要展示我使用 crewAI 框架构建的内容以及使其工作的组件。我想测试一下我从 DeepLearning.AI 的短期课程 Multi AI Agent Systems with crewAI 中学到的知识
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掌握 CrewAI：利用多代理系统实现内容创作和营销工作流程自动化的综合指南 | 作者：Kshitij Kutumbe | Medium
- Rifx.Online
- Programming , Machine Learning , Autonomous Systems
- 03 Jan, 2025
CrewAI 是一个先进的框架，旨在以协调和高效的方式编排自主智能体。通过利用基于角色的智能体、任务和工具，CrewAI 使开发人员能够在内容创作、研究、客户服务等多个领域自动化复杂的工作流程。 完整代码链接： [https://github.com/kshitijkutumbe/Marketing\-AI\-Agent](https://github.com/kshitijkutu
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多代理人工智能高手：用 CrewAI 构建内容写作人工智能系统 | 作者：Kshitij Kutumbe | Medium
- Rifx.Online
- Programming , Machine Learning , Chatbots
- 03 Jan, 2025
在 AI 和语言模型的领域中，多代理系统涉及多个独立的参与者，每个参与者都由语言模型驱动，以结构化的方式进行协作。在本博客中，我们将深入探讨 Crew.AI，这是一个用于构建多代理应用的前沿框架。Crew.AI 使 AI 代理能够承担角色、共享目标，并协同工作，模拟一个协调良好的团队的动态。 架构 Crew.AI 的架构是模块化的，由多个关键组件组成，这些组件协同工作，创建一个
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2024 年人工智能驱动的网络抓取：用 Python 构建价值百万美元的自动化工具
- Rifx.Online
- Programming , Technology/Web , Data Science
- 03 Jan, 2025
精通下一代网络爬虫：从零到英雄，结合 AI 集成、反检测策略和真实案例研究 | 完整指南与代码示例 🚀 介绍：自动化数据收集的力量 在当今数据驱动的世界中，网页抓取已经从一种简单的数据收集技术演变为开发者、数据科学家和企业的重要技能。无论您是在构建一个人工智能驱动的研究工具、监控市场趋势，还是为机器学习模型收集训练数据，掌握网页抓取都是您开启网络数据巨大潜力的门户。
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OpenAIs Swarm（第二部分）：使用 Ollama 和 Pydantic 的直接、本地优先方法
- Rifx.Online
- Programming , Natural Language Processing , Chatbots
- 03 Jan, 2025
一个简短的代码参考以供构建。 TLDR: 结合Ollama和Swarm框架，呈现了一种以本地为优先的构建智能AI代理的方法。 Ollama可以在本地运行大型语言模型，确保隐私和控制，而Swarm则提供了一个结构化的环境，用于设计和管理AI代理。 我们以第一性原理的编程方法强调简单性和高效性，避免使用带来不必要抽象的复杂框架，从而增加使用的tokens数量，并延迟首次tok
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OpenAI的Swarm（第一部分）：简短的参考实现
- Rifx.Online
- Programming , Machine Learning , Autonomous Systems
- 03 Jan, 2025
一个简短的代码参考，用于构建。 字数：1350 | 预计阅读时间：8分钟 目录简介：多智能体系统的挑战 OpenAI的群体框架概述 [环境设置](https://
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人工智能加密货币交易机器人：今天就实现交易自动化 | 作者：Trade Aria | 2024年12月 | Medium
- Rifx.Online
- Finance , Technology , Machine Learning
- 03 Jan, 2025
AI-驱动的加密货币交易自动化 加密货币交易的世界正在快速变化。人工智能 (AI) 正在产生重大影响。它利用先进的算法和机器学习使交易变得更加简单和智能。 自动化交易的基本原则 交易是由交易机器人
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2025年投资风口揭秘：AI代理的颠覆性未来！
- Rifx.Online
- Technology , Finance , Autonomous Systems
- 03 Jan, 2025
2025年前值得关注的顶尖AI代理 时不时地，技术突破会改变游戏规则。目前，这一突破是AI代理。 这些自主工具正在悄然改变各个行业，包括金融，并且它们准备在即将到来的牛市中占据主导地位。 如果你还在思考什么是AI代理，不用担心——我来为你解答。 让我们探索这一新兴趋势、关键参与者，以及你如何能够为这波浪潮做好准备。 *我将提到的项目链接也可在文中找到。 AI
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- Thinking
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- Kubernetes
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