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| title: SuperHero Image Gen w Diffusion Models | |
| emoji: ๐จ๐ฅ๏ธ | |
| colorFrom: yellow | |
| colorTo: blue | |
| sdk: gradio | |
| sdk_version: 3.15.0 | |
| app_file: app.py | |
| pinned: false | |
| # Break down of the code based on CHARMSEW framework: | |
| # Coder: Explanation of the Gradio Python App ๐ฅ๏ธ - The code aims to: | |
| 1. Load a list of available models from a text file named models.txt. | |
| 2. Render an interface to accept text input that serves as a prompt for image generation. | |
| 3. Provide a dropdown for selecting a model. | |
| 4. Generate an image based on the entered text and selected model. | |
| 5. Save the generated image and text prompt to disk. | |
| 6. Display the saved images and prompts in the interface. | |
| # Analysis: Keeping Track of Chat History ๐ | |
| In this code, we've done the following steps: | |
| Imported datetime to generate a timestamp. | |
| Added a function called current_timestamp() that will generate a current timestamp. | |
| Modified send_it1() to append the chat prompt and model name to a file named using the current timestamp. | |
| Read this file in the Gradio interface, and display its contents in a textbox. | |
| # Reasoning: File Handling Approach ๐ | |
| Append new data: Using 'a' mode in open to append data. | |
| Current timestamp: Using datetime to generate a unique timestamp for each operation. | |
| Exception Handling: A try-except block is used to display a message if the history file is not found. | |
| # Math: File Operations in Algorithm ๐งฎ | |
| Open file in append mode: O(1) | |
| Write data to file: O(n) (n = length of string to be written) | |
| Close file: O(1) | |
| Reading the history file: O(m) (m = size of the history file) | |
| # STEM: Python File I/O and Gradio Interface ๐ | |
| Python File I/O: Reading and writing files are crucial tasks in many data manipulation and storage applications. | |
| Gradio: A Python library for creating customizable UI around your ML models. | |
| Keywords: File I/O, Gradio, Timestamp, Exception Handling, Data appending | |
| # Extraction: Content Extracted ๐ | |
| Functionality to generate and use a timestamp is added. | |
| Functionality to append prompts and model names to a text file is added. | |
| Steps to read this file and display its content in a Gradio textbox are outlined. | |
| # Writing: Culmination ๐ | |
| The modified code not only unfurls your AI model's talents | |
| but also inscribes its own journey in a timeless tome, | |
| uniquely marked by the strokes of time through the mechanism of timestamps. | |
| A newfound capability that turns ephemeral experiences into a lasting chronicle. ๐ | |