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Explore the complete process of implementing self-hosted AI agents for enterprise environments in this 27-minute conference talk. Learn why highly regulated businesses need alternatives to shared LLM API services and discover how self-hosting can deliver enhanced data privacy, security, greater customization, and long-term cost savings. Walk through the entire implementation journey from initial concept to deployment, including selecting appropriate models, choosing suitable infrastructure, and building robust AI agents. Gain practical insights into the open-source landscape and identify specific applications where owning your AI stack provides significant advantages. Understand how to empower your organization with self-hosted solutions that prioritize control, customization, and regulatory compliance while developing high-value generative AI applications for business operations.
Syllabus
How to Self-Host an AI Agent
Taught by
MLOps.community