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Orchestrating LLM AI Agents with CrewAI | Ai Heroes 2024 Talk

AI Heroes 703 lượt xem 1 week ago
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🎟️ 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/
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#CrewAI #LLMAgents #AIOrchestration #AgenticAI #ArtificialIntelligence #AIFrameworks #AIHeroes2024 #OpenSourceAI #LLMDevelopment #AIAgents

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