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import os | |
import sys | |
import gradio as gr | |
from openai import OpenAI | |
from dotenv import load_dotenv | |
from pymongo.mongo_client import MongoClient | |
from pymongo.server_api import ServerApi | |
load_dotenv() | |
openai_key = os.getenv("OPENAI_API_KEY") | |
pw_key = os.getenv("PW") | |
if openai_key == "<YOUR_OPENAI_API_KEY>": | |
openai_key = "" | |
if pw_key == "<YOUR_PW>": | |
pw_key = "" | |
if pw_key == "": | |
sys.exit("Please Provide A Password in the Environment Variables") | |
if openai_key == "": | |
sys.exit("Please Provide Your OpenAI API Key") | |
# Connect to MongoDB | |
uri = os.getenv("MONGO_URI") | |
mongo_client = MongoClient(uri, server_api=ServerApi('1')) | |
mongo_db = mongo_client.pdr | |
mongo_collection = mongo_db["images"] | |
# Send a ping to confirm a successful connection | |
try: | |
mongo_client.admin.command('ping') | |
print("Pinged your deployment. You successfully connected to MongoDB!") | |
except Exception as e: | |
print(e) | |
def generate_image(text, pw, model): | |
# add a conditional to check for a valid password | |
if pw != os.getenv("PW"): | |
# output an error message to the user in the gradio interface if password is invalid | |
raise gr.Error("Invalid password. Please try again.") | |
try: | |
client = OpenAI(api_key=openai_key) | |
response = client.images.generate( | |
prompt=text, | |
model=model, # dall-e-2 or dall-e-3 | |
quality="standard", # standard or hd | |
size="512x512" if model == "dall-e-2" else "1024x1024", # varies for dalle-2 and dalle-3, see https://openai.com/pricing for resolutions | |
n=1, # Number of images to generate | |
) | |
except Exception as error: | |
print(str(error)) | |
raise gr.Error("An error occurred while generating the image.") | |
image_url = response.data[0].url | |
try: | |
mongo_collection.insert_one({"text": text, "model": model, "image_url": image_url}) | |
except Exception as e: | |
print(e) | |
raise gr.Error("An error occurred while saving the prompt to the database.") | |
return image_url | |
with gr.Blocks() as demo: | |
gr.Markdown("# <center> Prompt de Resistance Image Generator</center>") | |
gr.Markdown("**Instructions**: To use this service, please enter the password. Then generate an image from the prompt field below, then click the download arrow from the top right of the image to save it.") | |
pw = gr.Textbox(label="Password", type="password", | |
placeholder="Enter the password to unlock the service") | |
text = gr.Textbox(label="What do you want to create?", | |
placeholder="Enter your text and then click on the \"Image Generate\" button, " | |
"or simply press the Enter key.") | |
model = gr.Dropdown(choices=["dall-e-2", "dall-e-3"], label="Model", value="dall-e-3") | |
btn = gr.Button("Generate Image") | |
output_image = gr.Image(label="Image Output") | |
text.submit(fn=generate_image, inputs=[text,pw,model], outputs=output_image, api_name="generate_image") | |
btn.click(fn=generate_image, inputs=[text,pw,model], outputs=output_image, api_name=False) | |
demo.launch(share=True) |