Delete utils.py
Browse files
utils.py
DELETED
@@ -1,108 +0,0 @@
|
|
1 |
-
import re
|
2 |
-
import os
|
3 |
-
import streamlit as st
|
4 |
-
from transformers import pipeline
|
5 |
-
from typing import Dict, Optional
|
6 |
-
from together import Together
|
7 |
-
from gtts import gTTS
|
8 |
-
from mail_sender import MailSender
|
9 |
-
|
10 |
-
|
11 |
-
# Image-to-text
|
12 |
-
def img2txt(url: str) -> str:
|
13 |
-
print("Initializing captioning model...")
|
14 |
-
captioning_model = pipeline("image-to-text", model="Salesforce/blip-image-captioning-base")
|
15 |
-
|
16 |
-
print("Generating text from the image...")
|
17 |
-
text = captioning_model(url, max_new_tokens=20)[0]["generated_text"]
|
18 |
-
|
19 |
-
print(text)
|
20 |
-
return text
|
21 |
-
|
22 |
-
# Text-to-story generation with LLM model
|
23 |
-
def txt2story(prompt: str, top_k: int, top_p: float, temperature: float) -> str:
|
24 |
-
# Load the Together API client
|
25 |
-
client = Together(api_key=os.environ.get("TOGETHER_API_KEY"))
|
26 |
-
|
27 |
-
# Modify the prompt based on user inputs and ensure a 250-word limit
|
28 |
-
story_prompt = f"Write a short story of no more than 250 words based on the following prompt: {prompt}"
|
29 |
-
|
30 |
-
# Call the LLM model
|
31 |
-
stream = client.chat.completions.create(
|
32 |
-
model="meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo",
|
33 |
-
messages=[
|
34 |
-
{"role": "system", "content": '''As an experienced short story writer, write a meaningful story influenced by the provided prompt.
|
35 |
-
Ensure the story does not exceed 250 words.'''},
|
36 |
-
{"role": "user", "content": story_prompt}
|
37 |
-
],
|
38 |
-
top_k=top_k,
|
39 |
-
top_p=top_p,
|
40 |
-
temperature=temperature,
|
41 |
-
stream=True
|
42 |
-
)
|
43 |
-
|
44 |
-
# Concatenate story chunks
|
45 |
-
story = ''
|
46 |
-
for chunk in stream:
|
47 |
-
story += chunk.choices[0].delta.content
|
48 |
-
|
49 |
-
return story
|
50 |
-
|
51 |
-
# Text-to-speech
|
52 |
-
def txt2speech(text: str) -> None:
|
53 |
-
print("Converting text to speech using gTTS...")
|
54 |
-
|
55 |
-
# Generate audio from the text
|
56 |
-
tts = gTTS(text=text, lang='en')
|
57 |
-
|
58 |
-
# Save the audio output to a file
|
59 |
-
tts.save("audio_story.mp3")
|
60 |
-
|
61 |
-
# Get user preferences for the story
|
62 |
-
def get_user_preferences() -> Dict[str, str]:
|
63 |
-
preferences = {
|
64 |
-
'continent': st.selectbox("Continent", ["North America", "Europe", "Asia", "Africa", "Australia"]),
|
65 |
-
'genre': st.selectbox("Genre", ["Science Fiction", "Fantasy", "Mystery", "Romance"]),
|
66 |
-
'setting': st.selectbox("Setting", ["Future", "Medieval times", "Modern day", "Alternate reality"]),
|
67 |
-
'plot': st.selectbox("Plot", ["Hero's journey", "Solving a mystery", "Love story", "Survival"]),
|
68 |
-
'tone': st.selectbox("Tone", ["Serious", "Light-hearted", "Humorous", "Dark"]),
|
69 |
-
'theme': st.selectbox("Theme", ["Self-discovery", "Redemption", "Love", "Justice"]),
|
70 |
-
'conflict': st.selectbox("Conflict Type", ["Person vs. Society", "Internal struggle", "Person vs. Nature", "Person vs. Person"]),
|
71 |
-
'twist': st.selectbox("Mystery/Twist", ["Plot twist", "Hidden identity", "Unexpected ally/enemy", "Time paradox"]),
|
72 |
-
'ending': st.selectbox("Ending", ["Happy", "Bittersweet", "Open-ended", "Tragic"])
|
73 |
-
}
|
74 |
-
return preferences
|
75 |
-
|
76 |
-
|
77 |
-
def send_story_email(recipient_email: str, story_text: str, audio_file_path: str) -> bool:
|
78 |
-
"""
|
79 |
-
Send the story text and audio file to the specified email address using python-mail-sender
|
80 |
-
Returns True if successful, False otherwise
|
81 |
-
"""
|
82 |
-
try:
|
83 |
-
# Initialize the MailSender with env variables
|
84 |
-
mail_sender = MailSender()
|
85 |
-
|
86 |
-
# Email configuration
|
87 |
-
subject = "Your Generated Story"
|
88 |
-
content = f"Here's your generated story:\n\n{story_text}\n\nEnjoy!"
|
89 |
-
|
90 |
-
# Send email
|
91 |
-
mail_sender.send_mail(
|
92 |
-
receiver_address=recipient_email,
|
93 |
-
subject=subject,
|
94 |
-
email_content=content,
|
95 |
-
attached_files=[audio_file_path]
|
96 |
-
)
|
97 |
-
return True
|
98 |
-
|
99 |
-
except Exception as e:
|
100 |
-
print(f"Error sending email: {str(e)}")
|
101 |
-
return False
|
102 |
-
|
103 |
-
def validate_email(email: str) -> bool:
|
104 |
-
"""
|
105 |
-
Basic email validation
|
106 |
-
"""
|
107 |
-
pattern = r'^[\w\.-]+@[\w\.-]+\.\w+$'
|
108 |
-
return re.match(pattern, email) is not None
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|