app.py

import gradio as gr
import torch
from torch import nn
import lightning.pytorch as pl
from torchvision import datasets
from torch.nn import functional as F
from torch.utils.data import DataLoader, Dataset, random_split
from utils import GPTLM

newmodel = GPTLM.load_from_checkpoint('/content/drive/MyDrive/ERAV1/S21/shakespeare_gpt.pth')

def generate_art(character_dropdown, seed_slider):

  if character_dropdown == "NONE":
    return "NULL"
  else:
    return "NOT NULL"

  return "Hello There!"


HTML_TEMPLATE = """    
<style>
    
    #app-header {
        text-align: center;
        background: rgba(255, 255, 255, 0.8); /* Semi-transparent white */
        padding: 20px;
        border-radius: 10px;
        box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
        position: relative; /* To position the artifacts */
    }
    #app-header h1 {
        color: #f308eb;
        font-size: 2em;
        margin-bottom: 10px;
    }
    .concept {
        position: relative;
        transition: transform 0.3s;
    }
    .concept:hover {
        transform: scale(1.1);
    }
    .concept img {
        width: 100px;
        border-radius: 10px;
        box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
    }
    .concept-description {
        position: absolute;
        bottom: -30px;
        left: 50%;
        transform: translateX(-50%);
        background-color: #4CAF50;
        color: white;
        padding: 5px 10px;
        border-radius: 5px;
        opacity: 0;
        transition: opacity 0.3s;
    }
    .concept:hover .concept-description {
        opacity: 1;
    }
    /* Artifacts */
    
</style>
<div id="app-header">
    <!-- Artifacts -->
    <div class="artifact large"></div>
    <div class="artifact medium"></div>
    <div class="artifact small"></div>
    <!-- Content -->
    <h1>Shakespeare Dialogue Generator</h1>
    <p>Generate new dialogue for Shakespearean character by selecting character from dropdown.</p>
        <div style="display: flex; justify-content: center; gap: 20px; margin-top: 20px;">
        <div class="concept">
            <img src="https://github.com/santule/ERA/assets/20509836/b6b4031a-265d-43f6-bd59-813097c0022b" alt="Romeo">
            <div class="concept-description">Romeo</div>
        </div>
        <div class="concept">
            <img src="https://github.com/santule/ERA/assets/20509836/4333692c-54f7-42e4-b53a-14044c8151a3" alt="Juliet">
            <div class="concept-description">Juliet</div>
        </div>
        <div class="concept">
            <img src="https://github.com/santule/ERA/assets/20509836/7e03233a-bf1d-48aa-b156-46f525aa76c6" alt="Shakespeare">
            <div class="concept-description">Shakespeare</div>
        </div>
        <div class="concept">
            <img src="https://github.com/santule/ERA/assets/20509836/0dd19c74-72e5-4ea5-8f66-06b7655b81aa" alt="King Richard III">
            <div class="concept-description">King Richard III</div>
        </div>
    </div>
</div>
"""

with gr.Blocks() as interface:
    gr.HTML(value=HTML_TEMPLATE, show_label=False)
    with gr.Row():
        character_dropdown = gr.Dropdown(
            label="Select a Character",
            choices=["NONE","ROMEO","OPHELIA","DESDEMONA","MACDUFF"],
            value='Dream'
        )
        seed_slider = gr.Slider(
            label="Random Seed",
            minimum=0,
            maximum=1000,
            step=1,
            value=42
        )
        inputs = [character_dropdown, seed_slider]

    with gr.Row():
        outputs = gr.Textbox(
            label="Generated Dialogue"
        )

    with gr.Row():
        button = gr.Button("Generate Dialogue")
        button.click(generate_art, inputs=inputs, outputs=outputs)


if __name__ == "__main__":
    interface.launch(enable_queue=True)