From the course: Advanced LLMOps: Deploying and Managing LLMs in Production
Deploying LLMs for production
From the course: Advanced LLMOps: Deploying and Managing LLMs in Production
Deploying LLMs for production
- [Narrator] Let's address the elephant in the room. Deploying LLMs isn't just a technical challenge, it's a strategic one. Companies are pouring millions into AI, but without proper deployment and monitoring, they're essentially throwing money into a black hole. This course is designed to pull back the curtain on what it really takes to bring these models to life in the real world. We will explore LLM deployment options, handling API limitations and advanced deployment architectures including vector databases, agents and chains. You will learn performance monitoring techniques, addressing hallucinations and prompt management. Practical challenges and solutions will solidify your understanding, and prepare you for the real world application.
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