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import os import re import json from googleapiclient.discovery import build import openai
def summarise_captions(captions_text: str, language: str = "en"): """Runs a short LLM summarisation on the raw captions.""" prompt = f"""Summarise the following video transcript in 2‑3 sentences, keeping it neutral and safe for all audiences. The transcript language is language. Return the summary in plain text. Video Om Om Gendut Gay Indonesia
def safe_youtube_lookup(query_or_url: str): """Main entry point – returns a dict with safe metadata or a warning.""" # 1️⃣ Decide whether we have a raw ID/URL or plain keywords try: video_id = extract_youtube_id(query_or_url) request = youtube.videos().list( part="snippet,contentDetails,status,statistics", id=video_id ) except ValueError: # Not an ID – treat as a search query request = youtube.search().list( part="snippet", q=query_or_url, type="video", maxResults=1 ) response = request.execute() items = response.get("items", []) if not items: return "error": "No matching public video found." import os import re import json from googleapiclient
: The representation of LGBTQ+ individuals in Indonesian media has been a topic of discussion. While there have been steps towards more visibility and storytelling through films and videos, challenges persist, including stereotypes and stigmatization. Social and Legal Landscape in Indonesia
: This phrase is primarily used as a search term for adult videos or amateur recordings shared on social media platforms like X (formerly Twitter) and Telegram, where Indonesian LGBTQ+ communities often find semi-private spaces due to strict national anti-pornography laws. Social and Legal Landscape in Indonesia