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# kukubuddy_ai.py | |
import gradio as gr | |
from transformers import pipeline | |
from TTS.api import TTS | |
# Load Hugging Face pipelines | |
summarizer = pipeline("summarization", model="facebook/bart-large-cnn") | |
story_gen = pipeline("text-generation", model="tiiuae/falcon-7b-instruct", max_length=300) | |
tts = TTS(model_name="tts_models/en/ljspeech/tacotron2-DDC", progress_bar=False, gpu=False) | |
# ---------- Feature 1: Daily Audio Digest ---------- | |
def generate_audio_digest(topic): | |
# Simulate a long dummy content (replace with real data from KukuFM backend) | |
dummy_text = f"This is a sample podcast on {topic}. " * 20 | |
summary = summarizer(dummy_text, max_length=120, min_length=30, do_sample=False)[0]["summary_text"] | |
# Convert summary to speech | |
audio_path = "digest.wav" | |
tts.tts_to_file(text=summary, file_path=audio_path) | |
return summary, audio_path | |
# ---------- Feature 2: Interactive Story Generator ---------- | |
story_cache = {} | |
def generate_story(genre, choice): | |
base_prompt = f"Start a {genre} story. " | |
if genre not in story_cache: | |
story_cache[genre] = base_prompt | |
if choice: | |
story_cache[genre] += f"\nUser chose: {choice}. Then, " | |
generated = story_gen(story_cache[genre])[0]['generated_text'] | |
story_cache[genre] = generated # Save for next turn | |
# Convert story to audio | |
story_audio_path = "story.wav" | |
tts.tts_to_file(text=generated, file_path=story_audio_path) | |
return generated, story_audio_path | |
# ---------- Gradio Interface ---------- | |
# Daily Digest UI | |
digest_ui = gr.Interface( | |
fn=generate_audio_digest, | |
inputs=gr.Textbox(label="Enter your topic of interest", placeholder="e.g. motivation, startups, mental health"), | |
outputs=[ | |
gr.Text(label="AI-Generated Summary"), | |
gr.Audio(label="Listen to Your Digest", type="filepath") | |
], | |
title="🎧 KukuBuddy: Personalized Daily Audio Digest" | |
) | |
# Story Generator UI | |
story_ui = gr.Interface( | |
fn=generate_story, | |
inputs=[ | |
gr.Textbox(label="Choose a genre", placeholder="e.g. sci-fi, romance, horror"), | |
gr.Textbox(label="Your last choice (optional)", placeholder="e.g. Enter the cave") | |
], | |
outputs=[ | |
gr.Text(label="Next part of the story"), | |
gr.Audio(label="Narration", type="filepath") | |
], | |
title="📖 KukuBuddy: Interactive Audio Story Generator" | |
) | |
# Tabbed app | |
app = gr.TabbedInterface( | |
interface_list=[digest_ui, story_ui], | |
tab_names=["📌 Daily Audio Digest", "🧠 Interactive Story"] | |
) | |
# Run the app | |
if __name__ == "__main__": | |
app.launch() | |