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This is an in-person event! Registration is required in order to get in.nTopic: Connecting your unstructured data with Generative AInWhat well do:nHave some food & refreshments. Hear three exciting talks about unstructured data & generative AI.n5:30 - 6:00 - Welcome/Networking/Registrationn6:05 - 6:30 - Oz Wasserman, Founder, Opsin n6:35 - 7:00 - Manasi Joglekar, Software Engineer, SAPn7:05 - 7:30 - Frank Liu, Head of AI/ML, Zillizn7:45 - 8:30 - NetworkingnWho Should attend:nAnyone interested in talking & learning about Unstructured Data & Generative AI Apps.nTech Talk 1: Ensuring Secure & Permission-Aware RAG DeploymentsnSpeaker: Oz WassermannAbstract: In this talk, we will explore the critical aspects of securing Retrieval-Augmented Generation (RAG) deployments. The focus will be on implementing robust secured data retrieval mechanisms & establishing permission-aware RAG frameworks. Attendees will learn how to ensure that access control is rigorously maintained within the model when ingesting documents, ensuring that only authorized personnel can retrieve data. We will also discuss strategies to mitigate risks of data leakage, unauthorized access, & insider threats in RAG deployments. By the end of this session, participants will have a clearer understanding of the best practices & tools necessary to secure their RAG deployments effectively.nTech Talk 2: How CXAI Toolkit uses RAG for Intelligent Q&AnSpeaker: Manasi JoglekarnAbstract: Manasi will be talking about RAG & how CXAI Toolkit uses RAG for Intelligent Q&A. She will go over what sets CXAI Toolkit's Intelligent Q&A apart from other Q&A systems, & how our trusted AI layer keeps customer data safe. She will also share some current challenges being faced by the team.nTech Talk 3: Multimodal EmbeddingsnSpeaker: Frank LiunAbstract: Frank Liu will walk through the history of embeddings & how we got to the cool embedding models used today. He'll end with a demo on how multimodal RAG is used.nWhen:nJuly 23, 2024n5:30PMnnWhere:nThis is an in-person event. Registration is required to get into the event. Registration in advance will close 2 days before the event.nThis event is co-sponsored by Zilliz (maintainers of Milvus) & SAP
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