Aug 2023
7 Mon
8 Tue
9 Wed
10 Thu
11 Fri 09:00 AM – 06:00 PM IST
12 Sat
13 Sun
Submitted Jun 28, 2023
Abstract
Artificial Intelligence, particularly generative models, are driving unprecedented transformations in products and services across industries. However, integrating generative AI is not just a matter of “plugging in” the technology.
In this talk, we will delve into the practical challenges and best practices of effectively incorporating these models into your product in a reliable and efficient way. We will focus on applications including text to SQL/JavaScript, text summarization, and retrieving relevant results from documentation, ensuring the outputs are accurate, domain-specific, secure, and performant. We will address the importance of avoiding hallucinations and handling prompt hacking/injection attacks in a real-world context.
(This is talk is based on my personal experience of implementing Generative AI layers into existing products)
Target Audience:
This talk is aimed at product managers, software engineers, data scientists, and AI enthusiasts interested in understanding the practicalities of integrating generative AI into their products and services.
Outcome:
By the end of the talk, participants will have a deeper understanding of the intricacies of implementing generative AI models. They will be equipped with a practical guide to avoiding common pitfalls and applying effective strategies to build reliable, secure, and high-performing AI-powered solutions.
Looking forward to sharing these insights and sparking engaging discussions on how to navigate the fascinating yet complex landscape of AI integration.
Hosted by
Supported by
{{ gettext('Login to leave a comment') }}
{{ gettext('Post a comment…') }}{{ errorMsg }}
{{ gettext('No comments posted yet') }}