GenAI Applications

  1. DreamBooth - "Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation", "It’s like a photo booth, but once the subject is captured, it can be synthesized wherever your dreams take you…"

  2. how to chat with a document Youtube - In this video, we'll demonstrate how to use OpenAI's GPT-4 API to interact with a 56-page PDF of a Supreme Court legal case. You'll learn about GPT-4's enhanced capabilities, including processing up to 25,000 words and handling more complex instructions. We'll cover using LangChain to assemble chatbot components and Pinecone to store documents as numerical vectors. Finally, we'll show how to create a chat interface to display results alongside the source documents. This approach can be applied to building chatbots for various file formats like PDFs, websites, and Excel sheets.

  3. BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining, by Renqian Luo, Liai Sun, Yingce Xia, Tao Qin, Sheng Zhang, Hoifung Poon and Tie-Yan Liu.

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