6 pm Prompt Engineering: Making the most out of LLMs Synopsis: Speakers are the authors of https://www.manning.com/books/prompt-engineering-in-action. (There will be a raffle for five free books to be given away to the selected in-person attendees. All attendees will get a special discount code to purchase the book. Other than that, the speakers assure that the presentation will not discuss the book in any way or form.) LLMs are in every part of our lives. They play a vital role in increasing productivity, improving creativity, and bridging the technology gap between different industries. Hard-to-optimize problems have today become when to optimize because the technology is readily available. In this talk, we will look at different aspects of Prompt Engineering, including templates, techniques, and patterns that you can use while interacting with models. We will also walk through advanced techniques such as RAG and show how implementing these can solve some limitations and real-world problems that we face today. LLMs are transforming industries by enhancing productivity, fostering creativity, and bridging technological gaps. As AI capabilities expand, the challenge is no longer whether problems can be optimized but how to optimize effectively. This talk explores the principles of Prompt Engineering, covering key templates, techniques, and patterns to enhance model interactions. We will dive into advanced strategies like Retrieval-Augmented Generation (RAG) and show their real-world applications in overcoming LLM limitations. Attendees will walk away with actionable insights to harness the full potential of LLMs in their workflows. --------------------------------------------------------------- 7 pm Hands-on Workshop: Building Advanced AI Applications and Agents in One Hour This workshop offers a comprehensive and hands-on experience in building advanced AI applications and AI agents. We will use the state-of-the-art Large Language Models (LLMs) and Vision Language Models(VLMs) to explain the process. Participants will explore practical techniques to leverage these powerful models for tasks such as Natural Language Understanding (NLU), Natural Language Processing (NLP), decision-making, text/image generation, and task automation. This workshop enables attendees to understand the essential topics, including open-source package requirements in Python, model selection, fine-tuning, and integrating external data sources. The session covers the design and implementation of AI agents by utilizing open-source models like Llama for tuning parameters and deploying real-world AI solutions. Emphasis will be placed on architecture design, training optimization, scalability, efficiency, and ethical considerations. The workshop will adapt its use case and model selection (e.g., language agent vs. vision agent) based on the audience's background to ensure the relevance and effectiveness of the session. By the end of the session, participants will have the foundational knowledge and skills to effectively create and deploy full-stack AI applications and agents tailored to their fields of interest. Notes: - $3 registration is mainly to prevent food wastage because of casual registrations and no-shows. - We are unable to accommodate food preferences. Attendees with dietary restrictions can bring their own food. - Virtual attendees NEED NOT pay the $3 or register here. They can directly register on Zoom (account required) or watch directly on the YouTube Channel at 6 pm (California time) - Virtual attendees require a Zoom account (free to obtain). This requirement is to avoid Zoom bombing. Please sign in using the email address tied to your Zoom account — not necessarily the one you used to register for the event. - By registering for this event, you agree that IEEE and the organizers are not liable to you for any loss, damage, injury, or any incidental, indirect, special, consequential, or economic loss or damage (including loss of opportunity, exemplary or punitive damages). The event will be recorded and will be made available for public viewing. Speaker(s): Dr. Vishnu S. Pendyala, Shivendra Srivastava , Naresh Vurukonda , Dr. Mehdi Bahrami Agenda: 5:30 pm - 6 pm networking and pizza 6 pm - 7 pm Prompt Engineering 7 pm - 8 pm A Hands-On Workshop: Building Advanced AI Applications and Agents 8 pm - 8:30 pm Networking and photos Room: A1 All Hands 1, Bldg: A, ServiceNow, 2225 Lawson Lane, Santa Clara, California, United States, 95054, Virtual: https://events.vtools.ieee.org/m/476534