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d51fb42 242052f d51fb42 022deaa d51fb42 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 | import newspaper
from newspaper import*
import gradio as gr
import openai
import pyshine as ps
openai.api_key = "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"
import validators
import ast
def predict(image, model, url_or_text, prompt, temperature, max_tokens, text_in_image, x_cor, y_cor,
font_size, backgound_RGB, text_RGB, thickness, opacity, line_space):
if text_in_image == "use_url":
text = url_or_text
if validators.url(url_or_text):
article = Article(url="%s" % (url_or_text), language='en')
article.download()
article.parse()
text = article.text
response = openai.Completion.create(
model=model,
prompt = text + "\n"+ prompt,
temperature=int(temperature),
max_tokens=int(max_tokens),
top_p=1,
frequency_penalty=0.0,
presence_penalty=1
)
text_in_image = response.choices[0].text
y_gap = 0
for i in text_in_image.split("\n"):
image = ps.putBText(image, i, text_offset_x = int(x_cor),
text_offset_y = int(y_cor)+y_gap, vspace = 5,
hspace = 2, font_scale = int(font_size),
background_RGB = ast.literal_eval(backgound_RGB),
text_RGB = ast.literal_eval(text_RGB), thickness = int(thickness),
alpha = float(opacity))
y_gap+= int(line_space)
return image, response.choices[0].text
intr = gr.Interface(predict,
["image",
gr.Dropdown(["text-curie-001", "text-davinci-003"], value = "text-curie-001", label = "GPT3- Model"),
gr.Textbox(value="https://www.datasciencecentral.com/will-chatgpt-make-fraud-easier/", label = "Provide blog url or directly input the text for better results"),
gr.Textbox(value="Title for instagram post", label= "Prompt for what you want the model to do"),
gr.Number(value=0.7, label = "How random you want the results to be"),
gr.Number(value=100, label= "Max number of words in output"),
gr.Textbox(value="use_url"),
gr.Number(value=20, label = "X co-ordinate"),
gr.Number(value=20, label = "Y co-ordiante"),
gr.Number(value=1.0, label = "Font size"),
gr.Textbox(value="(228, 225, 222, 211)", label = "Box Color (RGB)"),
gr.Textbox(value= "(0, 255,1)", label = "Text Color (RGB)"),
gr.Number(value=1, label = "text Thickness"),
gr.Number(value=0.8, label = "Opacity of Box"),
gr.Number(value=50, label = "Line sapcing")],
["image","text"],
title = "Auto Insta Post",
description = "Image and url to Instagram Post"
)
intr.launch(inline = False) |