🌟 Session Overview 🌟
Session Name: AI Chats: Challenges in Business Integration Speaker: Marcin Szymaniuk, Bartek Sadlej Session Description: ChatGPT's growth in popularity is unmatched. Yet, few companies successfully integrate it into their systems to create something more sophisticated than a single prompt. One of the reasons is that integration requires both specific knowledge and effort. However, it is not the only one. When you consider integrating your production system with a ChatGPT-like tool, you should seriously consider the privacy of your data and the costs it will generate. Careful analysis of what data you send, where it’s being processed, and how much and when you will have to pay for it are crucial questions to consider. These questions are essential for defining a business case that has the potential to bring the expected return on investment.
During the presentation, Marcin and Bartek will walk you through all the tricky bits related to LLMs. Starting with the ways of direct integration with the GPT API, they will then move into cost calculation and how it can be optimized. They will also discuss privately hosted models and how to pragmatically tune them for your needs—because you probably don’t have resources similar to those of Google or Microsoft.
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