Spaces:
Running
Running
Commit ·
4f0c12e
1
Parent(s): a14c409
huggingface space issue fix
Browse files- app.py +235 -27
- requirements.txt +1 -0
app.py
CHANGED
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@@ -1,7 +1,12 @@
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import os
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from urllib.parse import parse_qs, urlparse
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import certifi
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import streamlit as st
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import validators
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from langchain_community.document_loaders import UnstructuredURLLoader
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@@ -23,6 +28,7 @@ st.subheader("Summarize URL")
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# Sidebar
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with st.sidebar:
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groq_api_key = st.text_input("Groq API Key", value="", type="password")
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generic_url = st.text_input("URL", label_visibility="collapsed")
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@@ -32,6 +38,9 @@ Content: {text}
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"""
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prompt = PromptTemplate(template=prompt_template, input_variables=["text"])
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def is_youtube_url(url: str) -> bool:
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return "youtube.com" in url or "youtu.be" in url
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@@ -70,45 +79,244 @@ def build_web_loader(url: str) -> UnstructuredURLLoader:
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def
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raise ValueError("Could not parse YouTube video id from URL.")
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try:
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try:
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except Exception:
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if transcript_text:
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return [
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Document(
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page_content=transcript_text,
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-
metadata={"source": url, "kind": "
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)
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]
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"
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title = (video_info.get("title") or "").strip()
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description = (video_info.get("description") or "").strip()
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@@ -142,7 +350,7 @@ if st.button("Summarize the Content from YT or Website"):
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is_youtube = is_youtube_url(generic_url)
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try:
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if is_youtube:
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docs = load_youtube_docs(generic_url)
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else:
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docs = build_web_loader(generic_url).load()
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except RequestException:
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import os
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import html
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import json
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import re
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import xml.etree.ElementTree as ET
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from urllib.parse import parse_qs, urlparse
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import certifi
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import httpx
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import streamlit as st
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import validators
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from langchain_community.document_loaders import UnstructuredURLLoader
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# Sidebar
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with st.sidebar:
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groq_api_key = st.text_input("Groq API Key", value="", type="password")
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youtube_debug = st.checkbox("Debug YouTube Reachability", value=False)
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generic_url = st.text_input("URL", label_visibility="collapsed")
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"""
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prompt = PromptTemplate(template=prompt_template, input_variables=["text"])
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LANGUAGE_PREFERENCE = ["en", "en-US", "en-orig", "en-GB"]
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SUBTITLE_EXT_PREFERENCE = ["json3", "srv3", "vtt", "ttml", "srv1", "srv2"]
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def is_youtube_url(url: str) -> bool:
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return "youtube.com" in url or "youtu.be" in url
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)
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def normalize_text(text: str) -> str:
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return re.sub(r"\s+", " ", html.unescape(text or "")).strip()
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def debug_youtube_reachability(video_id: str) -> None:
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try:
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response = httpx.get(f"https://www.youtube.com/watch?v={video_id}", timeout=10)
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st.info(f"YouTube reachable: {response.status_code}")
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except Exception as exc:
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st.warning(f"YouTube blocked or unreachable: {exc}")
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def parse_json3_subtitle(payload: str) -> str:
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try:
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data = json.loads(payload)
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except json.JSONDecodeError:
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return ""
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parts = []
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for event in data.get("events", []):
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for segment in event.get("segs", []):
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piece = segment.get("utf8", "")
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if piece:
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parts.append(piece.replace("\n", " "))
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return normalize_text(" ".join(parts))
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def parse_xml_subtitle(payload: str) -> str:
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try:
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root = ET.fromstring(payload)
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except ET.ParseError:
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return ""
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chunks = []
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for node in root.iter():
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tag = node.tag.lower() if isinstance(node.tag, str) else ""
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if tag.endswith("text") or tag.endswith("p"):
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text_value = "".join(node.itertext())
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if text_value:
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chunks.append(text_value.replace("\n", " "))
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return normalize_text(" ".join(chunks))
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def parse_vtt_subtitle(payload: str) -> str:
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lines = []
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for raw_line in payload.splitlines():
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line = raw_line.strip().lstrip("\ufeff")
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if not line or line.upper().startswith("WEBVTT"):
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continue
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if "-->" in line:
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continue
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if re.match(r"^\d+$", line):
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continue
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if line.startswith(("NOTE", "STYLE", "REGION")):
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continue
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lines.append(line)
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return normalize_text(" ".join(lines))
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def fetch_subtitle_track(track_url: str, ext: str) -> str:
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response = httpx.get(track_url, timeout=15)
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response.raise_for_status()
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payload = response.text
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ext_lower = (ext or "").lower()
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if ext_lower == "json3":
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return parse_json3_subtitle(payload)
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if ext_lower in {"srv3", "ttml", "xml"}:
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return parse_xml_subtitle(payload)
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if ext_lower in {"vtt", "srv1", "srv2"}:
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return parse_vtt_subtitle(payload)
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for parser in (parse_json3_subtitle, parse_xml_subtitle, parse_vtt_subtitle):
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text = parser(payload)
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if text:
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return text
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return ""
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def extract_ydlp_subtitles(video_info: dict) -> str:
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ext_rank = {ext: idx for idx, ext in enumerate(SUBTITLE_EXT_PREFERENCE)}
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candidates = []
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subtitle_maps = [
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video_info.get("subtitles", {}) or {},
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video_info.get("automatic_captions", {}) or {},
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]
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for subtitle_map in subtitle_maps:
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for lang, entries in subtitle_map.items():
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language_rank = (
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LANGUAGE_PREFERENCE.index(lang)
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if lang in LANGUAGE_PREFERENCE
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else len(LANGUAGE_PREFERENCE)
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)
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if not isinstance(entries, list):
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continue
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for entry in entries:
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track_url = entry.get("url")
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ext = (entry.get("ext") or "").lower()
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if not track_url:
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continue
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candidates.append(
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(
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language_rank,
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ext_rank.get(ext, len(SUBTITLE_EXT_PREFERENCE)),
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track_url,
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ext,
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)
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)
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candidates.sort(key=lambda item: (item[0], item[1]))
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for _, _, track_url, ext in candidates:
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try:
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transcript_text = fetch_subtitle_track(track_url, ext)
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if transcript_text:
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return transcript_text
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except Exception:
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continue
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return ""
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def fetch_transcript_with_proxy(video_id: str) -> str:
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proxy_url = os.getenv("YOUTUBE_PROXY_URL", "").strip()
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proxy_username = os.getenv("WEBSHARE_PROXY_USERNAME", "").strip()
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proxy_password = os.getenv("WEBSHARE_PROXY_PASSWORD", "").strip()
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if proxy_username and proxy_password:
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try:
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from youtube_transcript_api.proxies import WebshareProxyConfig
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transcript_api = YouTubeTranscriptApi(
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proxies=WebshareProxyConfig(
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proxy_username=proxy_username,
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proxy_password=proxy_password,
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)
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)
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transcript_data = transcript_api.fetch(video_id)
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transcript_text = normalize_text(
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" ".join(
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item.text if hasattr(item, "text") else item.get("text", "")
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for item in transcript_data
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)
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)
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if transcript_text:
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return transcript_text
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except Exception:
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pass
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proxy_kwargs = {}
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if proxy_url:
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proxy_kwargs["proxies"] = {"https": proxy_url, "http": proxy_url}
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attempts = [
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{"languages": ["en", "en-US"], **proxy_kwargs},
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{"languages": ["en"], **proxy_kwargs},
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{"languages": ["en", "en-US"]},
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]
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for kwargs in attempts:
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call_kwargs = dict(kwargs)
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try:
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transcript = YouTubeTranscriptApi.get_transcript(video_id, **call_kwargs)
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except TypeError:
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call_kwargs.pop("proxies", None)
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try:
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transcript = YouTubeTranscriptApi.get_transcript(video_id, **call_kwargs)
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except Exception:
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continue
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except Exception:
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continue
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transcript_text = normalize_text(" ".join(item.get("text", "") for item in transcript))
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if transcript_text:
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return transcript_text
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return ""
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def load_youtube_docs(url: str, debug_reachability: bool = False) -> list[Document]:
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video_id = extract_video_id(url)
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if not video_id:
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raise ValueError("Could not parse YouTube video id from URL.")
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if debug_reachability:
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debug_youtube_reachability(video_id)
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try:
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ydl_options = {
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"quiet": True,
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"skip_download": True,
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"noplaylist": True,
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"socket_timeout": 20,
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"writesubtitles": True,
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"writeautomaticsub": True,
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"subtitleslangs": ["en", "en-US"],
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"subtitlesformat": "json3",
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}
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with YoutubeDL(ydl_options) as ydl:
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video_info = ydl.extract_info(url, download=False)
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except Exception as exc:
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transcript_text = fetch_transcript_with_proxy(video_id)
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if transcript_text:
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return [
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Document(
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page_content=transcript_text,
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metadata={"source": url, "kind": "transcript_proxy"},
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)
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]
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raise RuntimeError(f"YouTube fetch failed: {exc}") from exc
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transcript_text = extract_ydlp_subtitles(video_info)
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if transcript_text:
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return [
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Document(
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page_content=transcript_text,
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| 306 |
+
metadata={"source": url, "kind": "transcript"},
|
| 307 |
+
)
|
| 308 |
+
]
|
| 309 |
+
|
| 310 |
+
transcript_text = fetch_transcript_with_proxy(video_id)
|
| 311 |
+
if transcript_text:
|
| 312 |
+
return [
|
| 313 |
+
Document(
|
| 314 |
+
page_content=transcript_text,
|
| 315 |
+
metadata={"source": url, "kind": "transcript_proxy"},
|
| 316 |
+
)
|
| 317 |
+
]
|
| 318 |
+
|
| 319 |
+
st.warning("No subtitles found. Falling back to video metadata.")
|
| 320 |
|
| 321 |
title = (video_info.get("title") or "").strip()
|
| 322 |
description = (video_info.get("description") or "").strip()
|
|
|
|
| 350 |
is_youtube = is_youtube_url(generic_url)
|
| 351 |
try:
|
| 352 |
if is_youtube:
|
| 353 |
+
docs = load_youtube_docs(generic_url, debug_reachability=youtube_debug)
|
| 354 |
else:
|
| 355 |
docs = build_web_loader(generic_url).load()
|
| 356 |
except RequestException:
|
requirements.txt
CHANGED
|
@@ -10,4 +10,5 @@ unstructured==0.16.4
|
|
| 10 |
youtube-transcript-api==0.6.3
|
| 11 |
yt-dlp==2025.3.31
|
| 12 |
requests==2.32.3
|
|
|
|
| 13 |
certifi==2025.1.31
|
|
|
|
| 10 |
youtube-transcript-api==0.6.3
|
| 11 |
yt-dlp==2025.3.31
|
| 12 |
requests==2.32.3
|
| 13 |
+
httpx==0.27.2
|
| 14 |
certifi==2025.1.31
|