SREday Amsterdam 2024
Premiere 2024-11-21
While a lot of organizations utilize 3rd-party APIs and services to build generative AI-powered applications, we are seeing more teams set up their own self-hosted large language models (LLMs). In this session, we will discuss various best practices when building and managing self-hosted LLMs.
NuWorks Interactive Labs
edamama
One of the practical techniques to secure self-hosted LLMs involves building a vulnerability scanner that checks for vulnerabilities such as prompt injection. In this session, we will discuss how to build a custom scanner to help teams identify security issues specific to their self-hosted LLMs.
Edamama
More companies globally have started to utilize Retrieval Augmented Generation (RAG) to significantly enhance their AI-powered applications. In this session, we will take a closer look at how RAG works, and we will demonstrate how to implement a RAG-powered chatbot using Python.
In this talk, we will discuss several practical strategies for optimizing incident response workflows and leveraging AI-powered solutions for intelligent decision-making. We'll dive deep into how each of these strategies and solutions can ultimately build resilience in incident management processes.
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