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Explore how to integrate generative AI into applications using Azure OpenAI Service in this 24-minute talk by Eve Psalti. Learn about businesses leveraging large language models for personalized marketing, report summarization, and enhanced conversational AI experiences. Discover the capabilities of advanced models like Dall-E 2, GPT-3.5, Codex, and ChatGPT for improving efficiencies, mitigating risks, and driving innovation. Gain insights into combining ChatGPT with Azure Cognitive Search to enhance knowledge base retrieval using conversational language. Examine Azure's enterprise-grade features, including security measures, privacy controls, geo-diversity options, content filtering, and responsible AI practices. Dive into modules covering Private GPT's API and Python SDK, configuring PrivateGPT for various setups, and implementing your own Retrieval-Augmented Generation (RAG) system.
