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所在平台: Udemy |
课程主页: https://www.udemy.com/course/mastering-ai-agents-with-lyzr-agent-studio/
课程评论：没有评论
课程名称：掌握AI代理与Lyzr代理工作室：无代码平台 课程概述： 生成性人工智能正在改变我们与数据的互动方式、自动化工作流程和构建智能应用程序的方式。Lyzr是一个创新的代理框架，旨在帮助开发者和企业以最小的努力构建安全、可靠且负责任的AI代理。此课程将指导您使用Lyzr的代理式AI开发方法，使您能够在几分钟内构建和部署强大的AI驱动应用程序。无论您是开发者、CTO还是CIO，本课程都将为您提供知识和实践技能，帮助您将生成性AI无缝整合到项目中。从聊天机器人和知识搜索，到基于RAG的应用和多代理编排，您将学习如何利用Lyzr的预构建管道和REST API实现企业级AI解决方案。 学习内容： - Lyzr简介：理解其架构、功能，以及与LangChain、DSPy和LlamaIndex等框架的比较。 - 使用Lyzr工作室和API构建AI代理：学习如何在最少编码的情况下创建、测试和部署AI代理。 - 安全和负责任的AI开发：探索Lyzr内置的安全性、隐私和合规性特性。 - 创建智能聊天代理：开发具备记忆、强化学习（RLHF）和多大型语言模型（LLM）支持的聊天机器人。 - 实施知识搜索代理：构建企业级的准确文档搜索，具备准确的检索和引用功能。 - 构建基于RAG的应用程序：掌握Lyzr可高度配置的检索增强生成（RAG）管道，具备超过630个调优选项。 - 开发AI驱动的文本转SQL代理：将自然语言查询转换为复杂的SQL语句，以进行深度数据分析。 - 多代理编排：学习面向有向无环图（DAG）的编排结构工作流程以及动态AI驱动任务管理的管理型编排。 适合谁参加？ - 开发者与AI爱好者：迅速构建、测试和部署生成性AI应用，无需复杂编码。 - CTO和产品经理：无缝集成AI驱动功能到现有应用程序中，利用预构建的代理。 - CIO和企业领袖：实施安全、可扩展和负责任的AI解决方案，利用Lyzr的专有AI治理工具。 课程特点： - 实践项目和真实案例 - Lyzr工作室和API集成的逐步演示 - 安全、负责任的AI开发最佳实践 - 终身访问学习材料与AI社区支持
Generative AI is transforming the way we interact with data, automate workflows, and build intelligent applications. Lyzr is an innovative agent framework designed to help developers and enterprises build secure, safe, and responsibleAI agents with minimal effort. This course will guide you through the agentic approach to AI development using Lyzr, enabling you to build and deploy powerful AI-driven applications in minutes.Whether you're a developer, CTO, or CIO, this course will equip you with the knowledge and practical skills to integrate generative AI seamlessly into your projects. From chatbots and knowledge search to RAG-powered apps and multi-agent orchestration, you will learn to leverage Lyzr's pre-built pipelines and REST APIs for enterprise-ready AI solutions.What You'll LearnIntroduction to Lyzr - Understanding its architecture, capabilities, and how it compares with frameworks like LangChain, DSPy, and LlamaIndex.Building AI Agents with Lyzr Studio & APIs - Learn how to create, test, and deploy AI agents with minimal coding.Safe and Responsible AI Development - Explore Lyzr's built-in security, privacy, and compliance features.Creating Intelligent Chat Agents - Develop chatbots with memory, RLHF, and multi-LLM support. Implementing Knowledge Search Agents - Build enterprise-grade perplexity-style document search with accurate retrieval and citations.Building RAG-Powered Applications - Master Lyzr's highly configurable Retrieval-Augmented Generation(RAG) pipelines with over 630 tuning options.Developing AI-Powered Text-to-SQL Agents - Convert natural language queries into complex SQL statementsfor insightful data analysis.Multi-Agent Orchestration - Learn DAG-based orchestration for structured workflows and Managerial Orchestration for dynamic AI-driven task management.Who Should Enroll?Developers & AI Enthusiasts - Quickly build, test, and deploy generative AI apps without complex coding.CTOs & Product Managers - Seamlessly integrate AI-powered features into your existing applications with pre-built agents.CIOs & Enterprise Leaders - Implement secure, scalable, and responsible AI solutions with Lyzr's proprietary AI governance tools.Course FeaturesHands-on projects & real-world use casesStep-by-step walkthroughs of Lyzr Studio & API integrationBest practices for secure, responsible AI developmentLifetime access to learning materials & AI community support
