Questions
- What are the key components of a pre-deployment checklist for LLM agents and why are they important?
- What are the main security risks for LLM applications and how can they be mitigated?
- How can prompt injection attacks compromise LLM applications, and what strategies can be implemented to mitigate this risk?
- In your opinion, what is the best term for describing the operationalization of language models, LLM apps, or apps that rely on generative models in general?
- What are the main requirements for running LLM applications in production and what trade-offs must be considered?
- Compare and contrast FastAPI and Ray Serve as deployment options for LLM applications. What are the strengths of each?
- What key metrics should be included in a comprehensive monitoring strategy for LLM applications?
- How do tracking, tracing, and monitoring differ in the context of LLM observability, and why are they all important?
- What are the different patterns...
