Create Multi Modal ChatGPT Application with Streamlit DALLE-3 Function Calling From Scratch
#chatgpt4 #devday #dalle3
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Create Multi Modal ChatGPT Application with Streamlit DALLE-3 Function Calling From Scratch
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In this tutorial, I will guide you through the process of building a ChatGPT application, with integrated DALLE-3 for image generation, all in a single interface.
This application is designed to interpret user requests, determining whether to engage in a text-based conversation using ChatGPT or to create images with DALLE-3, without the hassle of toggling between different models. It automates the decision-making process, providing a fluid and intuitive user experience.
This app is built on the robust API V1.X, released in November 2023. It also utilizes Streamlit, a popular open-source app framework, allowing for rapid development and deployment of interactive and data-intensive applications.
Whether you're a seasoned developer or just starting out, this tutorial will equip you with the skills to build a multi-modal AI application. By the end of this video, you will:
1. Have a functional ChatGPT application.
2. Learn useful skills that you can use on your other projects.
Useful links:
OpenAI API Docs: https://platform.openai.com/docs/over...
Streamlit: https://streamlit.io/
Developer Forum Hanging Issue: https://community.openai.com/t/gpt3-5...
DALLE3 Cookbook: https://cookbook.openai.com/articles/...
Image Genenation Docs: https://platform.openai.com/docs/guid...
Timestamps
00:04:30 Recap from last Tutorial and hanging challenges with new GP3-Turbo 1106 Model
00:27:42 Incorporate the API call for GPT3.5 Turbo in to a StreamLit application
00:38:00 Image generation wit DALLE3
00:42:23 Incorporate the DALLE-3 Image generation function in to streamlit application
00:54:33 Combining the image generation app and text generation app in to one streamlit application with a menu to navigate between the different pages
01:02:12 Combining the image and text generation features in to one strealmit application, using function calling
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#chatgpt #chatgptcoding #openai #openaiapi
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