How to Create Your First AI Agent
2,484 views 2 months ago
Curious about how to build your first AI agent? In this video, Tejas Kumar breaks it down step by step, starting with the basics of what an AI agent is—using insights from a 2024 Google paper by Julia Wiesinger, Patrick Marlowe, and Vladimir Buskovich. We explore agent architecture: Orchestration Layer: Observes the environment and decides actions. Large Language Models (LLMs): Generate reasoning and thoughts. Tools: Extensions, databases, calculators, and more. Then, we dive into a hands-on demo with DataStax Langflow! You'll see how to: ✅ Set up a simple agent template. ✅ Use real-time tools (like calculators and URL fetchers) to solve problems. ✅ Perform practical tasks like currency conversion using current exchange rates. This beginner-friendly tutorial is perfect for anyone ready to dip their toes into the exciting world of AI agents. Stay tuned for more advanced content, including chain-of-thought frameworks, custom knowledge integration, and real-time inference. 🔗 Resources: - Google Paper on AI Agents: https://dtsx.io/3E57uyg - DataStax Developer Hub: https://dtsx.io/devhub - DataStax Blog: https://dtsx.io/howto - Try Langflow: https://dtsx.io/trylangflow - Try Astra DB: https://dtsx.io/40kQpI6 ____________________ Stay in touch: - Join our Discord Community: https://discord.gg/datastax - Follow us on X: https://x.com/DataStaxDevs Chapters: 00:00:00 Introduction to AI Agents 00:00:17 Defining AI Agents 00:00:37 Components of an AI Agent 00:01:12 Modeling an AI Agent with DataStax Langflow 00:01:30 Setting Up Langflow 00:02:16 First AI Agent Example: Population Squaring 00:03:45 Currency Conversion Example 00:04:51 Review of Agent Orchestration 00:05:10 Next Steps in AI Agent Development 00:05:29 Conclusion _________
Build and deploy your first production-grade AI Agent. Dive into a hands-on workshop and set of lightning talks on building AI-powered agents.
Langflow is a low-code app builder for multi-agent AI, prompting, and RAG. Check out the videos and see how easy it is to get started!
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