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import random
import string
import hashlib
import gradio as gr
def generate_random_md5():
# Generate a random string
random_string = ''.join(random.choices(string.ascii_letters + string.digits, k=16))
# Encode the string and compute its MD5 hash
md5_hash = hashlib.md5(random_string.encode()).hexdigest()
return md5_hash
def add_data_to_individual(key, value, individual):
individual[key] = value
return individual
def reset_individual(individual):
individual = gr.State({})
return individual
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