Orchestrating LLM AI Agents with CrewAI | Ai Heroes 2024 Talk скачать в хорошем качестве

Orchestrating LLM AI Agents with CrewAI | Ai Heroes 2024 Talk

🎟️ the 2025 edition on 27 May: https://aiheroes.it/2025/tickets/ ⏩ Chapter: 00:00 Intro 02:45 Agentic Ai 05:08 LLM Agents 06:24 LLM as a Software 07:14 What is CrewAI 08:56 When is CrewAI needed? 09:29 Agents 10:17 Tasks 11:10 Crews 13:07 Tools 14:27 Memory management 15:25 Collaboration 16:46 The Problem 17:56 Why Orchestrated LLMs? 19:59 Where is the Manager? 22:59 Conclusions 24:07 The dark side of the Frameworksb 25:25 CrewAI Alternatives This talk will delve into the integration of Large Language Models (LLMs) using CrewAI, an open-source software platform designed for orchestrating multiple AI agents. We'll cover the fundamentals of LLMs, their integration challenges, and how CrewAI enhances their collaborative capabilities. Key themes include inter-LLM communication, dynamic task decomposition, adaptive learning, and ethical considerations. Attendees will learn how and when to use CrewAI, as well as how it compares to other modules. Through real-world examples, this session will provide insights into leveraging CrewAI to improve LLM efficiency and tackle complex problems across various industries. 🎤 ALESSANDRO ROMANO, Senior Data Scientist 📍AI Heroes is the Italian Artificial Intelligence Conference for Developers, Engineers, Data Scientists & Product Managers. The New Workflow to Shape the Future of Business AI in the Next Generation Workforce Key Technologies, Applications and Trends ℹ️ inform: https://aiheroes.it/ ✅ Tweet:   / aiheroes_it   ✅ Connect:   / aiheroes-it   ✅ Read: https://t.me/aiheroes #CrewAI #LLMAgents #AIOrchestration #AgenticAI #ArtificialIntelligence #AIFrameworks #AIHeroes2024 #OpenSourceAI #LLMDevelopment #AIAgents