Sophie Soliven

Conf42 Speaker profile

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Conf42: Machine Learning 2024

Self-Hosted Open Source LLMs: Best Practices and Strategies

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.

Joshua Arvin Lat

NuWorks Interactive Labs

Sophie Soliven

edamama

...

Conf42: Large Language Models (LLMs) 2024

Building our own LLM Vulnerability Scanner to audit and secure AI applications

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.

Joshua Arvin Lat

NuWorks Interactive Labs

Sophie Soliven

Edamama

...

Conf42: Python 2024

Unleashing the Power of Retrieval Augmented Generation to enhance AI-powered Applications

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.

Joshua Arvin Lat

NuWorks Interactive Labs

Sophie Soliven

Edamama

...

Conf42: Incident Management 2023

Pragmatic Automation Strategies for Incident Management

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.

Joshua Arvin Lat

NuWorks Interactive Labs

Sophie Soliven

edamama

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