AgentOps: Operationalize AI Agents

Join Sokratis Kartakis and Sita Lakshmi Sangameswaran to dive into the essential practices for operationalizing Generative AI Agents! This comprehensive guide introduces AgentOps, building upon the foundations of DevOps, MLOps, and GenAIOps to tackle the unique challenges of managing AI agents. Learn the fundamental components including Agent evaluation, optimization, tool management, repository and CI/CD pipeline standardisation, and effective architecture designs incorporating people and processes. Explore strategies for handling multi-turn interactions, agent memory, and discover key agent development frameworks for robust deployment.

Resources:

GenAIOps End-to-End Starter Pack → https://goo.gle/e2e-gen-ai-app-starter-pack and https://goo.gle/e2e-gen-ai-app-starter-pack
Google ADK Walkthrough: Your Step-by-Step Development Tutorial → https://goo.gle/4kFyHbv and https://goo.gle/4kDKabC
GenAI in Production: MLOps or GenAIOps? → https://goo.gle/4l1EQyf and
https://goo.gle/3FIX0Gh
GenAIOps: Operationalize Generative AI – A Practical Guide → [https://goo.gle/4kzDIlJ and https://goo.gle/4dZduGL
Taming the Tool Chaos: The Generative AI Agents & Tool Registry → https://goo.gle/4mXaOxx and https://goo.gle/3ZZRoy4
Operationalizing Generative AI on Vertex AI using MLOps → https://goo.gle/43DNWvt and https://goo.gle/4mZ8EO2

Subscribe to Google Cloud Tech → https://goo.gle/GoogleCloudTech

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Speakers: Sita Lakshmi Sangameswaran
Products Mentioned: Agent Developer Kit (ADK)