Introduction
Integrate AI image generation into web apps
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What you should know
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Tools and exercise files
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1. Learn to Generate and Manipulate Images with AI
Discovering the OpenAI API and other image generation models
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Creating images from text
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Creating and saving images
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Editing images with a simple prompt
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Creating variations from an existing image
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Challenge: Image generator and gallery
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Solution part 1: Create new images
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Solution part 2: Display images
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2. AI Art with the Replicate API and Stable Diffusion
Discover the Replicate API
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Install the Replicate Node.js client library
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Get an API key to run the model
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Text-to-image: Generate photo-realistic images
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Image-to-image: Generate new images from existing ones
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Image-to-video: Generate animated images
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3. LangChain: Build Applications Powered by LLM and Image Models
Getting started with the LangChain framework
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Define and structure instruction with ChatPromptTemplate
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Create chains and combine components
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Generate images with the Stable Diffusion model
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4. Understand Images with Vision
GPT-4 Vision and web apps
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Processing and describing an image with GPT-4 Vision
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GPT-4 Vision limitations and other considerations
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Conclusion
Summary and next steps
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