Update app.py
Browse files
app.py
CHANGED
@@ -1,211 +1,187 @@
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import
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import google.generativeai as genai
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import numpy as np
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import edge_tts
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import asyncio
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import io
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import re
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# Set up logging
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import logging
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logging.basicConfig(level=logging.INFO)
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logger = logging.getLogger(__name__)
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# Initialize Gemini AI
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genai.configure(api_key='YOUR_GEMINI_API_KEY')
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def generate_podcast_script(api_key, content, duration, num_hosts):
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model = genai.GenerativeModel('gemini-2.5-pro-preview-03-25')
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if num_hosts == 1:
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prompt = f"""
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Create a podcast script for one person discussing the following content:
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{content}
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The podcast should last approximately {duration}. Include natural speech patterns,
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humor, and occasional off-topic thoughts. Use occasional speech fillers like um, ah,
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yes, I see, Ok now. Vary the emotional tone.
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Format the script as a monologue without speaker labels.
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Separate each paragraph with a blank line.
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Do not use any special characters or markdown. Only include the monologue with proper punctuation.
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Ensure the content flows naturally and stays relevant to the topic.
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Limit the script length to match the requested duration of {duration}.
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"""
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else:
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prompt = f"""
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Create a podcast script for two people discussing the following content:
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{content}
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The podcast should last approximately {duration}. Include natural speech patterns,
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humor, and occasional off-topic chit-chat. Use occasional speech fillers like um, ah,
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yes, I see, Ok now. Vary the emotional tone.
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Format the script as alternating lines of dialogue without speaker labels.
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Separate each line with a blank line.
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Do not use any special characters or markdown. Only include the alternating dialogue lines with proper punctuation.
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Ensure the conversation flows naturally and stays relevant to the topic.
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Limit the script length to match the requested duration of {duration}.
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"""
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response = model.generate_content(prompt)
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# Remove any special characters that might be read aloud
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clean_text = re.sub(r'[^a-zA-Z0-9\s.,?!]', '', response.text)
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return clean_text
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async def text_to_speech(text, voice):
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audio = io.BytesIO()
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async for chunk in communicate.stream():
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if chunk["type"] == "audio":
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audio.write(chunk["data"])
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audio.seek(0)
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return audio.read()
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async def render_podcast(api_key, script, voice1, voice2, num_hosts):
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audio_segments = []
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if num_hosts == 1:
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for line in lines:
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audio = await text_to_speech(line, voice1)
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audio_segments.append(audio)
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else:
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for i, line in enumerate(lines):
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voice = voice1 if i % 2 == 0 else voice2
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audio = await text_to_speech(line, voice)
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audio_segments.append(audio)
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if not audio_segments:
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logger.warning("No valid audio segments were generated.")
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return (24000, np.zeros(24000, dtype=np.int16)) # Return silence if no valid audio was generated
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# Concatenate audio segments
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podcast_audio = b''.join(audio_segments)
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# Convert to numpy array
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podcast_audio = np.frombuffer(podcast_audio, dtype=np.int16)
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return (24000, podcast_audio) # edge-tts uses 24000 Hz sample rate
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async def get_voice_list():
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lang = voice["Locale"]
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if lang not in voice_dict:
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voice_dict[lang] = []
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voice_dict[lang].append(voice["Name"])
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return voice_dict
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# Language names dictionary
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language_names = {
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'ar-DZ': 'Arabic (Algeria)', 'ar-EG': 'Arabic (Egypt)', 'ar-IQ': 'Arabic (Iraq)', 'ar-JO': 'Arabic (Jordan)',
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'ar-KW': 'Arabic (Kuwait)', 'ar-LB': 'Arabic (Lebanon)', 'ar-LY': 'Arabic (Libya)', 'ar-MA': 'Arabic (Morocco)',
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'ar-OM': 'Arabic (Oman)', 'ar-QA': 'Arabic (Qatar)', 'ar-SA': 'Arabic (Saudi Arabia)', 'ar-SY': 'Arabic (Syria)',
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'ar-TN': 'Arabic (Tunisia)', 'ar-YE': 'Arabic (Yemen)', 'az-AZ': 'Azerbaijani (Azerbaijan)', 'bg-BG': 'Bulgarian (Bulgaria)',
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'bn-BD': 'Bengali (Bangladesh)', 'bn-IN': 'Bengali (India)', 'bs-BA': 'Bosnian (Bosnia and Herzegovina)', 'ca-ES': 'Catalan (Spain)',
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'cs-CZ': 'Czech (Czech Republic)', 'cy-GB': 'Welsh (United Kingdom)', 'da-DK': 'Danish (Denmark)', 'de-AT': 'German (Austria)',
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'de-CH': 'German (Switzerland)', 'de-DE': 'German (Germany)', 'el-GR': 'Greek (Greece)', 'en-AU': 'English (Australia)',
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'en-CA': 'English (Canada)', 'en-GB': 'English (United Kingdom)', 'en-GH': 'English (Ghana)', 'en-HK': 'English (Hong Kong SAR)',
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'en-IE': 'English (Ireland)', 'en-IN': 'English (India)', 'en-KE': 'English (Kenya)', 'en-NG': 'English (Nigeria)',
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'en-NZ': 'English (New Zealand)', 'en-PH': 'English (Philippines)', 'en-SG': 'English (Singapore)', 'en-TZ': 'English (Tanzania)',
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'en-US': 'English (United States)', 'en-ZA': 'English (South Africa)', 'es-AR': 'Spanish (Argentina)', 'es-BO': 'Spanish (Bolivia)',
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'es-CL': 'Spanish (Chile)', 'es-CO': 'Spanish (Colombia)', 'es-CR': 'Spanish (Costa Rica)', 'es-CU': 'Spanish (Cuba)',
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'es-DO': 'Spanish (Dominican Republic)', 'es-EC': 'Spanish (Ecuador)', 'es-ES': 'Spanish (Spain)', 'es-GQ': 'Spanish (Equatorial Guinea)',
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'es-GT': 'Spanish (Guatemala)', 'es-HN': 'Spanish (Honduras)', 'es-MX': 'Spanish (Mexico)', 'es-NI': 'Spanish (Nicaragua)',
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'es-PA': 'Spanish (Panama)', 'es-PE': 'Spanish (Peru)', 'es-PR': 'Spanish (Puerto Rico)', 'es-PY': 'Spanish (Paraguay)',
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'es-SV': 'Spanish (El Salvador)', 'es-US': 'Spanish (United States)', 'es-UY': 'Spanish (Uruguay)', 'es-VE': 'Spanish (Venezuela)',
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'et-EE': 'Estonian (Estonia)', 'eu-ES': 'Basque (Spain)', 'fa-IR': 'Persian (Iran)', 'fi-FI': 'Finnish (Finland)',
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'fil-PH': 'Filipino (Philippines)', 'fr-BE': 'French (Belgium)', 'fr-CA': 'French (Canada)', 'fr-CH': 'French (Switzerland)',
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'fr-FR': 'French (France)', 'ga-IE': 'Irish (Ireland)', 'gl-ES': 'Galician (Spain)', 'gu-IN': 'Gujarati (India)',
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'he-IL': 'Hebrew (Israel)', 'hi-IN': 'Hindi (India)', 'hr-HR': 'Croatian (Croatia)', 'hu-HU': 'Hungarian (Hungary)',
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'hy-AM': 'Armenian (Armenia)', 'id-ID': 'Indonesian (Indonesia)', 'is-IS': 'Icelandic (Iceland)', 'it-IT': 'Italian (Italy)',
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'ja-JP': 'Japanese (Japan)', 'jv-ID': 'Javanese (Indonesia)', 'ka-GE': 'Georgian (Georgia)', 'kk-KZ': 'Kazakh (Kazakhstan)',
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'km-KH': 'Khmer (Cambodia)', 'kn-IN': 'Kannada (India)', 'ko-KR': 'Korean (Korea)', 'lo-LA': 'Lao (Laos)',
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'lt-LT': 'Lithuanian (Lithuania)', 'lv-LV': 'Latvian (Latvia)', 'mk-MK': 'Macedonian (North Macedonia)', 'ml-IN': 'Malayalam (India)',
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'mn-MN': 'Mongolian (Mongolia)', 'mr-IN': 'Marathi (India)', 'ms-MY': 'Malay (Malaysia)', 'mt-MT': 'Maltese (Malta)',
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'my-MM': 'Burmese (Myanmar)', 'nb-NO': 'Norwegian (Bokmål, Norway)', 'ne-NP': 'Nepali (Nepal)', 'nl-BE': 'Dutch (Belgium)',
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'nl-NL': 'Dutch (Netherlands)', 'pl-PL': 'Polish (Poland)', 'ps-AF': 'Pashto (Afghanistan)', 'pt-BR': 'Portuguese (Brazil)',
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'pt-PT': 'Portuguese (Portugal)', 'ro-RO': 'Romanian (Romania)', 'ru-RU': 'Russian (Russia)', 'si-LK': 'Sinhala (Sri Lanka)',
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'sk-SK': 'Slovak (Slovakia)', 'sl-SI': 'Slovenian (Slovenia)', 'so-SO': 'Somali (Somalia)', 'sq-AL': 'Albanian (Albania)',
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'sr-RS': 'Serbian (Serbia)', 'sv-SE': 'Swedish (Sweden)', 'sw-KE': 'Swahili (Kenya)', 'sw-TZ': 'Swahili (Tanzania)',
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'ta-IN': 'Tamil (India)', 'ta-LK': 'Tamil (Sri Lanka)', 'ta-MY': 'Tamil (Malaysia)', 'ta-SG': 'Tamil (Singapore)',
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'te-IN': 'Telugu (India)', 'th-TH': 'Thai (Thailand)', 'tr-TR': 'Turkish (Turkey)', 'uk-UA': 'Ukrainian (Ukraine)',
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'ur-IN': 'Urdu (India)', 'ur-PK': 'Urdu (Pakistan)', 'uz-UZ': 'Uzbek (Uzbekistan)', 'vi-VN': 'Vietnamese (Vietnam)',
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'wuu-CN': 'Wu Chinese (China)', 'yue-CN': 'Cantonese (China)', 'zh-CN': 'Chinese (Mandarin, Simplified)',
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'zh-HK': 'Chinese (Cantonese, Traditional)', 'zh-TW': 'Chinese (Taiwanese Mandarin)', 'zu-ZA': 'Zulu (South Africa)'
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}
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if __name__ ==
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import dash
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from dash import dcc, html, Input, Output, State, callback
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import dash_bootstrap_components as dbc
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import base64
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import io
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import google.generativeai as genai
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import numpy as np
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import edge_tts
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import asyncio
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import re
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import logging
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import json
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from dash.exceptions import PreventUpdate
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# Set up logging
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logging.basicConfig(level=logging.INFO)
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logger = logging.getLogger(__name__)
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# Initialize Dash app
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app = dash.Dash(__name__, external_stylesheets=[dbc.themes.BOOTSTRAP])
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# Initialize Gemini AI
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genai.configure(api_key='YOUR_GEMINI_API_KEY')
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# Helper functions (keep the existing functions)
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def generate_podcast_script(api_key, content, duration, num_hosts):
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# ... (keep the existing implementation)
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async def text_to_speech(text, voice):
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# ... (keep the existing implementation)
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async def render_podcast(api_key, script, voice1, voice2, num_hosts):
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# ... (keep the existing implementation)
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async def get_voice_list():
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# ... (keep the existing implementation)
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# Language names dictionary (keep the existing dictionary)
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language_names = {
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# ... (keep the existing dictionary)
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}
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# Layout
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app.layout = dbc.Container([
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html.H1("AI Podcast Generator", className="my-4"),
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dbc.Card([
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dbc.CardBody([
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dbc.Input(id="api-key-input", type="password", placeholder="Enter your Gemini API Key"),
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dbc.Textarea(id="content-input", placeholder="Paste your content or upload a document", rows=5),
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dcc.Upload(
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id='document-upload',
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children=html.Div(['Drag and Drop or ', html.A('Select a File')]),
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style={
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'width': '100%',
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'height': '60px',
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'lineHeight': '60px',
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'borderWidth': '1px',
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'borderStyle': 'dashed',
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'borderRadius': '5px',
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'textAlign': 'center',
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'margin': '10px 0'
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}
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),
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dcc.RadioItems(
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id="duration",
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options=[
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{'label': '1-5 min', 'value': '1-5 min'},
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{'label': '5-10 min', 'value': '5-10 min'},
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{'label': '10-15 min', 'value': '10-15 min'}
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],
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value='1-5 min',
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inline=True
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),
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dcc.RadioItems(
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id="num-hosts",
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options=[
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{'label': '1 host', 'value': 1},
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{'label': '2 hosts', 'value': 2}
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],
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value=2,
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inline=True
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),
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dcc.Dropdown(id="lang1-select", options=[{'label': lang, 'value': lang} for lang in language_names.values()], value="English (United States)"),
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dcc.Dropdown(id="voice1-select"),
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html.Div([
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dcc.Dropdown(id="lang2-select", options=[{'label': lang, 'value': lang} for lang in language_names.values()], value="English (United States)"),
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dcc.Dropdown(id="voice2-select")
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], id="second-voice-container"),
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dbc.Button("Generate Script", id="generate-btn", color="primary", className="mt-3"),
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dbc.Textarea(id="script-output", rows=10, className="mt-3"),
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dbc.Button("Render Podcast", id="render-btn", color="success", className="mt-3"),
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html.Div(id="audio-output")
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])
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], className="mt-4")
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], fluid=True)
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# Callbacks
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@app.callback(
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Output("voice1-select", "options"),
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Input("lang1-select", "value")
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)
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def update_voice1_options(lang):
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selected_lang = next((key for key, value in language_names.items() if value == lang), None)
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voices = asyncio.run(get_voice_list()).get(selected_lang, [])
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return [{'label': voice, 'value': voice} for voice in voices]
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@app.callback(
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Output("voice2-select", "options"),
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Input("lang2-select", "value")
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)
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def update_voice2_options(lang):
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selected_lang = next((key for key, value in language_names.items() if value == lang), None)
|
114 |
+
voices = asyncio.run(get_voice_list()).get(selected_lang, [])
|
115 |
+
return [{'label': voice, 'value': voice} for voice in voices]
|
116 |
+
|
117 |
+
@app.callback(
|
118 |
+
Output("second-voice-container", "style"),
|
119 |
+
Input("num-hosts", "value")
|
120 |
+
)
|
121 |
+
def update_second_voice_visibility(num_hosts):
|
122 |
+
return {'display': 'block' if num_hosts == 2 else 'none'}
|
123 |
+
|
124 |
+
@app.callback(
|
125 |
+
Output("content-input", "value"),
|
126 |
+
Input("document-upload", "contents"),
|
127 |
+
State("document-upload", "filename")
|
128 |
+
)
|
129 |
+
def update_content(contents, filename):
|
130 |
+
if contents is not None:
|
131 |
+
content_type, content_string = contents.split(',')
|
132 |
+
decoded = base64.b64decode(content_string)
|
133 |
+
try:
|
134 |
+
if 'csv' in filename:
|
135 |
+
df = pd.read_csv(io.StringIO(decoded.decode('utf-8')))
|
136 |
+
return df.to_string()
|
137 |
+
elif 'xls' in filename:
|
138 |
+
df = pd.read_excel(io.BytesIO(decoded))
|
139 |
+
return df.to_string()
|
140 |
+
elif 'txt' in filename:
|
141 |
+
return decoded.decode('utf-8')
|
142 |
+
else:
|
143 |
+
return 'Unsupported file type'
|
144 |
+
except Exception as e:
|
145 |
+
return f'Error processing file: {str(e)}'
|
146 |
+
return ''
|
147 |
|
148 |
+
@app.callback(
|
149 |
+
Output("script-output", "value"),
|
150 |
+
Input("generate-btn", "n_clicks"),
|
151 |
+
State("api-key-input", "value"),
|
152 |
+
State("content-input", "value"),
|
153 |
+
State("duration", "value"),
|
154 |
+
State("num-hosts", "value")
|
155 |
+
)
|
156 |
+
def generate_script(n_clicks, api_key, content, duration, num_hosts):
|
157 |
+
if n_clicks is None:
|
158 |
+
raise PreventUpdate
|
159 |
+
try:
|
160 |
+
script = generate_podcast_script(api_key, content, duration, num_hosts)
|
161 |
+
return script
|
162 |
+
except Exception as e:
|
163 |
+
return f"Error generating script: {str(e)}"
|
164 |
|
165 |
+
@app.callback(
|
166 |
+
Output("audio-output", "children"),
|
167 |
+
Input("render-btn", "n_clicks"),
|
168 |
+
State("api-key-input", "value"),
|
169 |
+
State("script-output", "value"),
|
170 |
+
State("voice1-select", "value"),
|
171 |
+
State("voice2-select", "value"),
|
172 |
+
State("num-hosts", "value")
|
173 |
+
)
|
174 |
+
def render_podcast_audio(n_clicks, api_key, script, voice1, voice2, num_hosts):
|
175 |
+
if n_clicks is None:
|
176 |
+
raise PreventUpdate
|
177 |
+
try:
|
178 |
+
sample_rate, audio_data = asyncio.run(render_podcast(api_key, script, voice1, voice2, num_hosts))
|
179 |
+
audio_base64 = base64.b64encode(audio_data.tobytes()).decode('utf-8')
|
180 |
+
return html.Audio(src=f"data:audio/wav;base64,{audio_base64}", controls=True)
|
181 |
+
except Exception as e:
|
182 |
+
return html.Div(f"Error rendering podcast: {str(e)}", style={'color': 'red'})
|
183 |
|
184 |
+
if __name__ == '__main__':
|
185 |
+
print("Starting the Dash application...")
|
186 |
+
app.run(debug=True, host='0.0.0.0', port=7860)
|
187 |
+
print("Dash application has finished running.")
|