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rsnarsna commited on
Commit Β·
0bcc65e
1
Parent(s): eb0770c
feat: Enhance transcript extraction with multi-tier fallback; add YouTube API support and update UI to display extraction method
Browse files- Google_oauth_token.json +1 -1
- Google_oauth_token1.json +1 -0
- app.py +64 -55
- gemini_transcript.py +402 -30
- index.html +6 -1
- oauth_states.json +1 -0
- requirements.txt +2 -1
Google_oauth_token.json
CHANGED
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@@ -1 +1 @@
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{"token": "ya29.
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{"token": "ya29.a0AQvPyIO26RTYjrTK11YqxleX0yEhb_vlrw0TChQxwxTP2GWBonDMQonUUdknaad1vpWBNMhMOrD0Mbw9pNon3W20odwEFIyiPcXX0DRC07hrmbPIiUN4R9hlbl5H_gZdBMfa6oHoBIAb358uMxWCtVoawWEuKAm_XZrZhIsEG8xlXSLY5e_Mi50nu77y09IYASOHe2QaCgYKAacSARcSFQHGX2MiZB9Z5G4jtAvKppNhrfPtKA0206", "refresh_token": "1//0gyGUH_G9f9CbCgYIARAAGBASNwF-L9Irnwc3yS0FAs7ocMc8Vtmxu-C3GbrkS_deBoCRToBbEBl0vkRHEjVWmIHw2EZ6RpjFGX8", "token_uri": "https://oauth2.googleapis.com/token", "client_id": "769133159215-9gbq0l5v49kmclfcq7vbq7tutck0aphd.apps.googleusercontent.com", "client_secret": "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", "scopes": ["https://www.googleapis.com/auth/spreadsheets", "https://www.googleapis.com/auth/gmail.send", "https://www.googleapis.com/auth/drive.file"], "universe_domain": "googleapis.com", "account": "", "expiry": "2026-05-31T12:33:45Z"}
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Google_oauth_token1.json
ADDED
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@@ -0,0 +1 @@
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+
{"token": "ya29.a0AQvPyIPFC0StrVIncchRY249KeicYmMTdPM-ICSViACoeC7axklt6_pagQJFmnXAaxlQAb1pUi7DR0O0D3VGSYA3XipKuxFUZ0F8OGjpkbcqyrs3sWwEz-FrFDk6Qz_0vSl0Vf0JYVyin-w9pEOui5lLrGaz1kY8ZQOfTuq7dzS5A5rm0WhCOMZwoW3XvFG2BqEk1GMaCgYKAX4SARcSFQHGX2MiUQek-j_qAtSy-2Rt5wEdbA0206", "refresh_token": "1//0gu9-I_aiMWIFCgYIARAAGBASNwF-L9IrcIS5BPy6qGVLHH1C0EyEF612MzfTDW3_unszWw60sjA4c64i1jKfshLxfxvNnn2i1X0", "token_uri": "https://oauth2.googleapis.com/token", "client_id": "769133159215-9gbq0l5v49kmclfcq7vbq7tutck0aphd.apps.googleusercontent.com", "client_secret": "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", "scopes": ["https://www.googleapis.com/auth/spreadsheets", "https://www.googleapis.com/auth/gmail.send", "https://www.googleapis.com/auth/drive.file"], "universe_domain": "googleapis.com", "account": "", "expiry": "2026-05-31T11:38:17.225953Z"}
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app.py
CHANGED
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@@ -43,6 +43,7 @@ SCOPES = [
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"https://www.googleapis.com/auth/spreadsheets",
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"https://www.googleapis.com/auth/gmail.send",
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"https://www.googleapis.com/auth/drive.file",
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]
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SHEETS_HEADERS = [
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@@ -51,15 +52,16 @@ SHEETS_HEADERS = [
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"Video Title", # C
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"YouTube URL", # D
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"Model Used", # E
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"
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"
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"
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"
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"
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"Email
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"Email
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"
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"
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]
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"", # C β Video Title
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youtube_url, # D β YouTube URL
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"", # E β Model Used
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"
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"",
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"", # H β
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"", # I β
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"", # L β Email
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"", # M β
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"", # N β
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]
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append_sheet(DEFAULT_SPREADSHEET_ID, "Sheet1!A1", [row], creds=creds)
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except Exception as exc:
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@@ -511,16 +514,17 @@ def _create_sheet_record(
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def _update_sheet_record(
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job_id: str,
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creds: Credentials,
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video_title: str
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model_used: str
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) -> None:
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"""Find job row by job_id and overwrite with updated values."""
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if not DEFAULT_SPREADSHEET_ID:
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existing = read_sheet(
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DEFAULT_SPREADSHEET_ID,
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f"Sheet1!A{row_num}:
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creds=creds,
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)
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existing_row = existing[0] if existing else [""] *
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def _v(new: str, idx: int) -> str:
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return new if new != "" else (
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)
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updated_row = [
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_v("",
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job_id,
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_v(video_title,
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_v("",
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_v(model_used,
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_v(
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_v(
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_v(
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_v(
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_v(
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_v(
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_v(
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_v(
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_v(
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]
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write_sheet(
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DEFAULT_SPREADSHEET_ID,
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f"Sheet1!A{row_num}:
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[updated_row],
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creds=creds,
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)
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@@ -899,12 +904,14 @@ def _run_pipeline(job_id: str, youtube_url: str, email_to: str):
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pipeline = TranscriptSummaryPipeline(
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youtube_url=youtube_url,
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languages=["en", "en-US", "en-GB"],
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)
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transcript = pipeline.fetcher.run()
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_set_step(job_id, "fetch_transcript", "done")
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_update_sheet_record(
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job_id, creds,
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video_title=pipeline.video_title,
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status="transcript_ready",
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)
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except Exception as exc:
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Your YouTube video has been processed successfully.
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π₯ Title
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π Video URL
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π Summary
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β Q&A
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π Transcript
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ββββββββββββββββββββββββββββββββ
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Model Used
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ββββββββββββββββββββββββββββββββ
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Regards,
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status="completed",
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completed_at=completed_at,
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result={
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"video_title":
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"youtube_url":
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"model_used":
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"drive": {
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"folder_id": folder_id,
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"summary": {
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"https://www.googleapis.com/auth/spreadsheets",
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"https://www.googleapis.com/auth/gmail.send",
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"https://www.googleapis.com/auth/drive.file",
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+
"https://www.googleapis.com/auth/youtube.force-ssl",
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]
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SHEETS_HEADERS = [
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"Video Title", # C
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"YouTube URL", # D
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"Model Used", # E
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"Transcript Method", # F
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"Status", # G
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"Summary Drive Link", # H
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"Q&A Drive Link", # I
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"Transcript Drive Link", # J
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"Email Sent To", # K
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"Email Status", # L
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"Email Message ID", # M
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"Completed At", # N
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"Error", # O
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]
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"", # C β Video Title
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youtube_url, # D β YouTube URL
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"", # E β Model Used
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"", # F β Transcript Method
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"initiated", # G β Status
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"", # H β Summary Link
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"", # I β Q&A Link
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"", # J β Transcript Link
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email_to, # K β Email Sent To
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"", # L β Email Status
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"", # M β Email Message ID
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"", # N β Completed At
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"", # O β Error
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]
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append_sheet(DEFAULT_SPREADSHEET_ID, "Sheet1!A1", [row], creds=creds)
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except Exception as exc:
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def _update_sheet_record(
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job_id: str,
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creds: Credentials,
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video_title: str = "",
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model_used: str = "",
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extraction_method: str = "",
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status: str = "",
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summary_link: str = "",
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qa_link: str = "",
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transcript_link: str = "",
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email_status: str = "",
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email_msg_id: str = "",
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completed_at: str = "",
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error: str = "",
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) -> None:
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"""Find job row by job_id and overwrite with updated values."""
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if not DEFAULT_SPREADSHEET_ID:
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existing = read_sheet(
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DEFAULT_SPREADSHEET_ID,
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f"Sheet1!A{row_num}:O{row_num}",
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creds=creds,
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)
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+
existing_row = existing[0] if existing else [""] * 15
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def _v(new: str, idx: int) -> str:
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return new if new != "" else (
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)
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updated_row = [
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_v("", 0), # A β Timestamp (immutable)
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job_id, # B β Job ID (immutable)
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_v(video_title, 2), # C β Video Title
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_v("", 3), # D β YouTube URL (immutable)
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_v(model_used, 4), # E β Model Used
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_v(extraction_method, 5), # F β Transcript Method
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_v(status, 6), # G β Status
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_v(summary_link, 7), # H β Summary Link
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_v(qa_link, 8), # I β Q&A Link
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_v(transcript_link, 9), # J β Transcript Link
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_v("", 10), # K β Email Sent To (immutable)
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_v(email_status, 11), # L β Email Status
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_v(email_msg_id, 12), # M β Email Message ID
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_v(completed_at, 13), # N β Completed At
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_v(error, 14), # O β Error
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]
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write_sheet(
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DEFAULT_SPREADSHEET_ID,
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f"Sheet1!A{row_num}:O{row_num}",
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[updated_row],
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creds=creds,
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)
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pipeline = TranscriptSummaryPipeline(
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youtube_url=youtube_url,
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languages=["en", "en-US", "en-GB"],
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google_creds=creds,
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)
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transcript, extraction_method = pipeline.fetcher.run()
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_set_step(job_id, "fetch_transcript", "done")
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_update_sheet_record(
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job_id, creds,
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video_title=pipeline.video_title,
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extraction_method=extraction_method,
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status="transcript_ready",
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)
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except Exception as exc:
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Your YouTube video has been processed successfully.
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π₯ Title : {video_title}
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+
π Video URL : {youtube_url}
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+
π Summary : {summary_link}
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β Q&A : {qa_link}
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π Transcript : {transcript_link}
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ββββββββββββββββββββββββββββββββ
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Model Used : {model_used}
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Transcript Extraction : {extraction_method}
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ββββββββββββββββββββββββββββββββ
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Regards,
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status="completed",
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completed_at=completed_at,
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result={
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"video_title": video_title,
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+
"youtube_url": youtube_url,
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+
"model_used": model_used,
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"extraction_method": extraction_method,
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"drive": {
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"folder_id": folder_id,
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"summary": {
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gemini_transcript.py
CHANGED
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@@ -127,6 +127,79 @@ def _format_duration(seconds: int) -> str:
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return f"{h}h {m}m" if m else f"{h}h"
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def fetch_video_title(video_id: str) -> str:
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"""Fetch YouTube video title via oembed β no API key needed."""
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try:
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@@ -151,8 +224,11 @@ def fetch_video_title(video_id: str) -> str:
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class YouTubeTranscriptFetcher:
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"""
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Fetches a YouTube transcript
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"""
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def __init__(
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youtube_url: str,
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languages: Optional[List[str]] = None,
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polling_config: dict = None,
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):
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self.youtube_url = youtube_url
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self.languages = languages or ["en", "en-US", "en-GB"]
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self.polling_config = polling_config or POLLING_CONFIG
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self.video_id = self._extract_video_id(youtube_url)
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self.api = YouTubeTranscriptApi()
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@staticmethod
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def _extract_video_id(url: str) -> str:
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@@ -186,10 +264,64 @@ class YouTubeTranscriptFetcher:
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transcript = self.api.fetch(self.video_id, languages=self.languages)
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return " ".join(item.text for item in transcript)
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-
def
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"""
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-
Fetch transcript with polling retry.
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-
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| 193 |
"""
|
| 194 |
logger.info("Video ID : %s", self.video_id)
|
| 195 |
logger.info("Polling attempts : %d", len(self.polling_config))
|
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@@ -209,34 +341,24 @@ class YouTubeTranscriptFetcher:
|
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| 209 |
time.sleep(wait_before)
|
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|
| 211 |
logger.info(
|
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-
"[%d/%d] %s β
|
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idx, len(attempts), description,
|
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)
|
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|
| 216 |
try:
|
| 217 |
-
text = self.
|
| 218 |
logger.info(
|
| 219 |
-
"[%d/%d] β
Transcript fetched β %d characters",
|
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-
idx, len(attempts), len(text),
|
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)
|
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-
return text
|
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-
|
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-
except TranscriptsDisabled as e:
|
| 225 |
-
logger.warning("[%d/%d] Transcripts disabled: %s", idx, len(attempts), e)
|
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-
raise # no point retrying
|
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-
|
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-
except VideoUnavailable as e:
|
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-
logger.warning("[%d/%d] Video unavailable: %s", idx, len(attempts), e)
|
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-
|
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except NoTranscriptFound as e:
|
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-
logger.warning("[%d/%d] No transcript yet: %s", idx, len(attempts), e)
|
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|
| 234 |
except KeyboardInterrupt:
|
| 235 |
logger.warning("Interrupted by user.")
|
| 236 |
raise
|
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|
| 238 |
except Exception as e:
|
| 239 |
-
logger.
|
| 240 |
|
| 241 |
if idx < len(attempts):
|
| 242 |
next_cfg = attempts[idx][1]
|
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@@ -255,6 +377,249 @@ class YouTubeTranscriptFetcher:
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)
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|
| 258 |
# ============================================================================
|
| 259 |
# GEMINI SUMMARIZER
|
| 260 |
# ============================================================================
|
|
@@ -375,6 +740,7 @@ class TranscriptSummaryPipeline:
|
|
| 375 |
"""
|
| 376 |
Orchestrates fetch β summarize.
|
| 377 |
All data flows in memory β no disk I/O.
|
|
|
|
| 378 |
"""
|
| 379 |
|
| 380 |
def __init__(
|
|
@@ -382,12 +748,14 @@ class TranscriptSummaryPipeline:
|
|
| 382 |
youtube_url: str,
|
| 383 |
languages: Optional[List[str]] = None,
|
| 384 |
polling_config: dict = None,
|
|
|
|
| 385 |
):
|
| 386 |
self.youtube_url = youtube_url
|
| 387 |
self.fetcher = YouTubeTranscriptFetcher(
|
| 388 |
youtube_url=youtube_url,
|
| 389 |
languages=languages,
|
| 390 |
polling_config=polling_config,
|
|
|
|
| 391 |
)
|
| 392 |
self.summarizer = GeminiSummarizer()
|
| 393 |
self.video_id = self.fetcher.video_id
|
|
@@ -397,18 +765,22 @@ class TranscriptSummaryPipeline:
|
|
| 397 |
logger.info("=== Pipeline started ===")
|
| 398 |
logger.info("Video title : %s", self.video_title)
|
| 399 |
|
| 400 |
-
transcript
|
| 401 |
-
summary, qa, model
|
| 402 |
|
| 403 |
-
logger.info(
|
|
|
|
|
|
|
|
|
|
| 404 |
|
| 405 |
return {
|
| 406 |
-
"video_id":
|
| 407 |
-
"video_title":
|
| 408 |
-
"model_used":
|
| 409 |
-
"
|
| 410 |
-
"
|
| 411 |
-
"
|
|
|
|
| 412 |
}
|
| 413 |
|
| 414 |
|
|
|
|
| 127 |
return f"{h}h {m}m" if m else f"{h}h"
|
| 128 |
|
| 129 |
|
| 130 |
+
# ============================================================================
|
| 131 |
+
# SUBTITLE PARSERS
|
| 132 |
+
# ============================================================================
|
| 133 |
+
|
| 134 |
+
def _parse_vtt(content: str) -> str:
|
| 135 |
+
"""
|
| 136 |
+
Parse WebVTT subtitle content into clean plain text.
|
| 137 |
+
Strips headers, timestamps, position metadata, and deduplicates
|
| 138 |
+
consecutive identical lines (VTT scrolling captions repeat text).
|
| 139 |
+
"""
|
| 140 |
+
lines = content.splitlines()
|
| 141 |
+
text_lines: list[str] = []
|
| 142 |
+
prev_line = ""
|
| 143 |
+
|
| 144 |
+
for line in lines:
|
| 145 |
+
stripped = line.strip()
|
| 146 |
+
# Skip empty lines
|
| 147 |
+
if not stripped:
|
| 148 |
+
continue
|
| 149 |
+
# Skip VTT header
|
| 150 |
+
if stripped.startswith("WEBVTT"):
|
| 151 |
+
continue
|
| 152 |
+
# Skip metadata lines (Kind:, Language:, Style, NOTE, etc.)
|
| 153 |
+
if re.match(r"^(Kind:|Language:|Style|NOTE)", stripped, re.IGNORECASE):
|
| 154 |
+
continue
|
| 155 |
+
# Skip timestamp lines (00:00:00.000 --> 00:00:05.000)
|
| 156 |
+
if re.match(r"^\d{2}:\d{2}[:\.]\d{2}[\.:]\d{3}\s*-->\s*\d{2}:\d{2}", stripped):
|
| 157 |
+
continue
|
| 158 |
+
# Skip position/alignment metadata
|
| 159 |
+
if re.match(r"^(position:|align:|line:|size:)", stripped, re.IGNORECASE):
|
| 160 |
+
continue
|
| 161 |
+
# Skip sequence numbers (pure digits)
|
| 162 |
+
if stripped.isdigit():
|
| 163 |
+
continue
|
| 164 |
+
# Strip inline tags like <c>, </c>, <00:00:01.234>
|
| 165 |
+
cleaned = re.sub(r"<[^>]+>", "", stripped)
|
| 166 |
+
cleaned = cleaned.strip()
|
| 167 |
+
if not cleaned:
|
| 168 |
+
continue
|
| 169 |
+
# Deduplicate consecutive identical lines
|
| 170 |
+
if cleaned != prev_line:
|
| 171 |
+
text_lines.append(cleaned)
|
| 172 |
+
prev_line = cleaned
|
| 173 |
+
|
| 174 |
+
return " ".join(text_lines)
|
| 175 |
+
|
| 176 |
+
|
| 177 |
+
def _parse_srt(content: str) -> str:
|
| 178 |
+
"""
|
| 179 |
+
Parse SRT subtitle content into clean plain text.
|
| 180 |
+
Strips sequence numbers and timing lines.
|
| 181 |
+
"""
|
| 182 |
+
lines = content.splitlines()
|
| 183 |
+
text_lines: list[str] = []
|
| 184 |
+
|
| 185 |
+
for line in lines:
|
| 186 |
+
stripped = line.strip()
|
| 187 |
+
if not stripped:
|
| 188 |
+
continue
|
| 189 |
+
# Skip sequence numbers
|
| 190 |
+
if stripped.isdigit():
|
| 191 |
+
continue
|
| 192 |
+
# Skip timing lines
|
| 193 |
+
if re.match(r"^\d{2}:\d{2}:\d{2}[,.]\d{3}\s*-->\s*\d{2}:\d{2}", stripped):
|
| 194 |
+
continue
|
| 195 |
+
# Strip HTML-style tags
|
| 196 |
+
cleaned = re.sub(r"<[^>]+>", "", stripped).strip()
|
| 197 |
+
if cleaned:
|
| 198 |
+
text_lines.append(cleaned)
|
| 199 |
+
|
| 200 |
+
return " ".join(text_lines)
|
| 201 |
+
|
| 202 |
+
|
| 203 |
def fetch_video_title(video_id: str) -> str:
|
| 204 |
"""Fetch YouTube video title via oembed β no API key needed."""
|
| 205 |
try:
|
|
|
|
| 224 |
|
| 225 |
class YouTubeTranscriptFetcher:
|
| 226 |
"""
|
| 227 |
+
Fetches a YouTube transcript using a multi-tier fallback strategy:
|
| 228 |
+
Tier 1: youtube_transcript_api (fast, works for most public videos)
|
| 229 |
+
Tier 2: yt-dlp (robust, handles auto-generated + manual subs)
|
| 230 |
+
Tier 3: YouTube Data API v3 (only for videos the user owns)
|
| 231 |
+
Returns (transcript_text, extraction_method) tuple.
|
| 232 |
"""
|
| 233 |
|
| 234 |
def __init__(
|
|
|
|
| 236 |
youtube_url: str,
|
| 237 |
languages: Optional[List[str]] = None,
|
| 238 |
polling_config: dict = None,
|
| 239 |
+
google_creds = None,
|
| 240 |
):
|
| 241 |
self.youtube_url = youtube_url
|
| 242 |
self.languages = languages or ["en", "en-US", "en-GB"]
|
| 243 |
self.polling_config = polling_config or POLLING_CONFIG
|
| 244 |
self.video_id = self._extract_video_id(youtube_url)
|
| 245 |
self.api = YouTubeTranscriptApi()
|
| 246 |
+
self.google_creds = google_creds
|
| 247 |
|
| 248 |
@staticmethod
|
| 249 |
def _extract_video_id(url: str) -> str:
|
|
|
|
| 264 |
transcript = self.api.fetch(self.video_id, languages=self.languages)
|
| 265 |
return " ".join(item.text for item in transcript)
|
| 266 |
|
| 267 |
+
def _try_all_tiers(self) -> tuple[str, str]:
|
| 268 |
+
"""
|
| 269 |
+
Try all transcript extraction tiers in order.
|
| 270 |
+
Returns (transcript_text, method_used) on first success.
|
| 271 |
+
Raises RuntimeError if all tiers fail.
|
| 272 |
+
"""
|
| 273 |
+
errors: list[str] = []
|
| 274 |
+
|
| 275 |
+
# ββ Tier 1: youtube_transcript_api ββ
|
| 276 |
+
try:
|
| 277 |
+
text = self._fetch_once()
|
| 278 |
+
logger.info("[Tier 1] β
youtube_transcript_api succeeded β %d chars", len(text))
|
| 279 |
+
return text, "youtube_transcript_api"
|
| 280 |
+
except TranscriptsDisabled as e:
|
| 281 |
+
# Still try yt-dlp β sometimes auto-subs exist even when
|
| 282 |
+
# the captions toggle is "disabled" for the transcript API
|
| 283 |
+
errors.append(f"Tier1(TranscriptsDisabled): {e}")
|
| 284 |
+
logger.warning("[Tier 1] Transcripts disabled, trying fallbacks...")
|
| 285 |
+
except Exception as e:
|
| 286 |
+
errors.append(f"Tier1: {e}")
|
| 287 |
+
logger.warning("[Tier 1] Failed: %s", e)
|
| 288 |
+
|
| 289 |
+
# ββ Tier 2: yt-dlp ββ
|
| 290 |
+
try:
|
| 291 |
+
text = YtDlpTranscriptFetcher(
|
| 292 |
+
self.video_id, languages=self.languages
|
| 293 |
+
).fetch()
|
| 294 |
+
logger.info("[Tier 2] β
yt-dlp succeeded β %d chars", len(text))
|
| 295 |
+
return text, "yt-dlp"
|
| 296 |
+
except Exception as e:
|
| 297 |
+
errors.append(f"Tier2(yt-dlp): {e}")
|
| 298 |
+
logger.warning("[Tier 2] Failed: %s", e)
|
| 299 |
+
|
| 300 |
+
# ββ Tier 3: YouTube Data API v3 (owned videos only) ββ
|
| 301 |
+
if self.google_creds:
|
| 302 |
+
try:
|
| 303 |
+
text = YouTubeApiTranscriptFetcher(
|
| 304 |
+
self.video_id, self.google_creds, languages=self.languages
|
| 305 |
+
).fetch()
|
| 306 |
+
logger.info("[Tier 3] β
YouTube Data API v3 succeeded β %d chars", len(text))
|
| 307 |
+
return text, "youtube_data_api_v3"
|
| 308 |
+
except Exception as e:
|
| 309 |
+
errors.append(f"Tier3(YT-API): {e}")
|
| 310 |
+
logger.warning("[Tier 3] Failed: %s", e)
|
| 311 |
+
else:
|
| 312 |
+
errors.append("Tier3: Skipped (no OAuth credentials)")
|
| 313 |
+
logger.info("[Tier 3] Skipped β no Google OAuth credentials provided.")
|
| 314 |
+
|
| 315 |
+
raise RuntimeError(
|
| 316 |
+
f"All transcript tiers failed for video {self.video_id}. "
|
| 317 |
+
f"Details: {'; '.join(errors)}"
|
| 318 |
+
)
|
| 319 |
+
|
| 320 |
+
def run(self) -> tuple[str, str]:
|
| 321 |
"""
|
| 322 |
+
Fetch transcript with polling retry and multi-tier fallback.
|
| 323 |
+
On each polling attempt, all tiers are tried before waiting.
|
| 324 |
+
Returns (transcript_text, extraction_method).
|
| 325 |
"""
|
| 326 |
logger.info("Video ID : %s", self.video_id)
|
| 327 |
logger.info("Polling attempts : %d", len(self.polling_config))
|
|
|
|
| 341 |
time.sleep(wait_before)
|
| 342 |
|
| 343 |
logger.info(
|
| 344 |
+
"[%d/%d] %s β trying all transcript tiers...",
|
| 345 |
idx, len(attempts), description,
|
| 346 |
)
|
| 347 |
|
| 348 |
try:
|
| 349 |
+
text, method = self._try_all_tiers()
|
| 350 |
logger.info(
|
| 351 |
+
"[%d/%d] β
Transcript fetched via %s β %d characters",
|
| 352 |
+
idx, len(attempts), method, len(text),
|
| 353 |
)
|
| 354 |
+
return text, method
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 355 |
|
| 356 |
except KeyboardInterrupt:
|
| 357 |
logger.warning("Interrupted by user.")
|
| 358 |
raise
|
| 359 |
|
| 360 |
except Exception as e:
|
| 361 |
+
logger.warning("[%d/%d] All tiers failed: %s", idx, len(attempts), e)
|
| 362 |
|
| 363 |
if idx < len(attempts):
|
| 364 |
next_cfg = attempts[idx][1]
|
|
|
|
| 377 |
)
|
| 378 |
|
| 379 |
|
| 380 |
+
# ============================================================================
|
| 381 |
+
# TIER 2 β yt-dlp PYTHON API SUBTITLE FETCHER
|
| 382 |
+
# ============================================================================
|
| 383 |
+
|
| 384 |
+
class YtDlpTranscriptFetcher:
|
| 385 |
+
"""
|
| 386 |
+
Tier 2 fallback β uses yt-dlp's Python API (no subprocess).
|
| 387 |
+
Extracts subtitle URLs from video metadata via extract_info(),
|
| 388 |
+
then fetches content in-memory via HTTP.
|
| 389 |
+
Handles both manual and auto-generated captions.
|
| 390 |
+
"""
|
| 391 |
+
|
| 392 |
+
PREFERRED_FORMATS = ["vtt", "srt", "srv1", "srv2", "srv3", "ttml"]
|
| 393 |
+
|
| 394 |
+
def __init__(self, video_id: str, languages: Optional[List[str]] = None):
|
| 395 |
+
self.video_id = video_id
|
| 396 |
+
self.languages = languages or ["en", "en-US", "en-GB"]
|
| 397 |
+
|
| 398 |
+
def _find_subtitle_url(self, manual_subs: dict, auto_subs: dict) -> tuple[str, str]:
|
| 399 |
+
"""
|
| 400 |
+
Search manual subtitles first, then auto-generated, for a
|
| 401 |
+
matching language + preferred format.
|
| 402 |
+
Returns (url, format_ext).
|
| 403 |
+
"""
|
| 404 |
+
for subs_dict in (manual_subs, auto_subs):
|
| 405 |
+
if not subs_dict:
|
| 406 |
+
continue
|
| 407 |
+
for lang in self.languages:
|
| 408 |
+
if lang not in subs_dict:
|
| 409 |
+
continue
|
| 410 |
+
tracks = subs_dict[lang] # list of {ext, url, ...}
|
| 411 |
+
if not tracks:
|
| 412 |
+
continue
|
| 413 |
+
# Try preferred formats in order
|
| 414 |
+
for fmt in self.PREFERRED_FORMATS:
|
| 415 |
+
for track in tracks:
|
| 416 |
+
if track.get("ext") == fmt and track.get("url"):
|
| 417 |
+
return track["url"], fmt
|
| 418 |
+
# No preferred format matched β use first available with URL
|
| 419 |
+
for track in tracks:
|
| 420 |
+
if track.get("url"):
|
| 421 |
+
return track["url"], track.get("ext", "vtt")
|
| 422 |
+
|
| 423 |
+
raise RuntimeError(
|
| 424 |
+
f"No subtitles found in yt-dlp metadata for "
|
| 425 |
+
f"languages {self.languages} (video: {self.video_id})"
|
| 426 |
+
)
|
| 427 |
+
|
| 428 |
+
def fetch(self) -> str:
|
| 429 |
+
"""
|
| 430 |
+
Extract subtitle URL from video metadata, fetch content
|
| 431 |
+
in-memory via HTTP, parse and return as plain text.
|
| 432 |
+
No files are written to disk.
|
| 433 |
+
"""
|
| 434 |
+
import yt_dlp
|
| 435 |
+
import requests as _requests
|
| 436 |
+
|
| 437 |
+
logger.info("[yt-dlp] Attempting in-memory subtitle extraction for %s", self.video_id)
|
| 438 |
+
|
| 439 |
+
url = f"https://www.youtube.com/watch?v={self.video_id}"
|
| 440 |
+
|
| 441 |
+
ydl_opts = {
|
| 442 |
+
"skip_download": True,
|
| 443 |
+
"quiet": True,
|
| 444 |
+
"no_warnings": True,
|
| 445 |
+
"noplaylist": True,
|
| 446 |
+
"extract_flat": False,
|
| 447 |
+
}
|
| 448 |
+
|
| 449 |
+
try:
|
| 450 |
+
with yt_dlp.YoutubeDL(ydl_opts) as ydl:
|
| 451 |
+
info = ydl.extract_info(url, download=False)
|
| 452 |
+
except Exception as e:
|
| 453 |
+
raise RuntimeError(f"yt-dlp extract_info failed: {e}")
|
| 454 |
+
|
| 455 |
+
if not info:
|
| 456 |
+
raise RuntimeError("yt-dlp returned empty info dict.")
|
| 457 |
+
|
| 458 |
+
manual_subs = info.get("subtitles") or {}
|
| 459 |
+
auto_subs = info.get("automatic_captions") or {}
|
| 460 |
+
|
| 461 |
+
logger.info(
|
| 462 |
+
"[yt-dlp] Found %d manual sub tracks, %d auto-caption tracks",
|
| 463 |
+
len(manual_subs), len(auto_subs),
|
| 464 |
+
)
|
| 465 |
+
|
| 466 |
+
sub_url, sub_fmt = self._find_subtitle_url(manual_subs, auto_subs)
|
| 467 |
+
|
| 468 |
+
logger.info("[yt-dlp] Fetching subtitle content (format=%s)", sub_fmt)
|
| 469 |
+
|
| 470 |
+
# Fetch subtitle content in-memory
|
| 471 |
+
try:
|
| 472 |
+
resp = _requests.get(sub_url, timeout=30)
|
| 473 |
+
resp.raise_for_status()
|
| 474 |
+
raw_content = resp.text
|
| 475 |
+
except Exception as e:
|
| 476 |
+
raise RuntimeError(f"Failed to fetch subtitle from URL: {e}")
|
| 477 |
+
|
| 478 |
+
if not raw_content.strip():
|
| 479 |
+
raise RuntimeError("Subtitle URL returned empty content.")
|
| 480 |
+
|
| 481 |
+
# Parse based on format
|
| 482 |
+
if sub_fmt in ("vtt",):
|
| 483 |
+
text = _parse_vtt(raw_content)
|
| 484 |
+
elif sub_fmt in ("srt",):
|
| 485 |
+
text = _parse_srt(raw_content)
|
| 486 |
+
else:
|
| 487 |
+
# For srv1/srv2/srv3/ttml β strip all XML/HTML tags as fallback
|
| 488 |
+
text = re.sub(r"<[^>]+>", "", raw_content)
|
| 489 |
+
text = re.sub(r"\s+", " ", text).strip()
|
| 490 |
+
|
| 491 |
+
if not text.strip():
|
| 492 |
+
raise RuntimeError(
|
| 493 |
+
f"yt-dlp subtitle content was empty after parsing (format={sub_fmt})."
|
| 494 |
+
)
|
| 495 |
+
|
| 496 |
+
logger.info(
|
| 497 |
+
"[yt-dlp] β
Transcript extracted β %d characters (format=%s)",
|
| 498 |
+
len(text), sub_fmt,
|
| 499 |
+
)
|
| 500 |
+
return text
|
| 501 |
+
|
| 502 |
+
|
| 503 |
+
# ============================================================================
|
| 504 |
+
# TIER 3 β YOUTUBE DATA API v3 CAPTIONS FETCHER
|
| 505 |
+
# ============================================================================
|
| 506 |
+
|
| 507 |
+
class YouTubeApiTranscriptFetcher:
|
| 508 |
+
"""
|
| 509 |
+
Fallback fetcher using the official YouTube Data API v3.
|
| 510 |
+
β οΈ Only works for videos the authenticated user OWNS.
|
| 511 |
+
Requires OAuth credentials with youtube.force-ssl scope.
|
| 512 |
+
"""
|
| 513 |
+
|
| 514 |
+
def __init__(self, video_id: str, credentials, languages: Optional[List[str]] = None):
|
| 515 |
+
self.video_id = video_id
|
| 516 |
+
self.credentials = credentials
|
| 517 |
+
self.languages = languages or ["en", "en-US", "en-GB"]
|
| 518 |
+
|
| 519 |
+
def fetch(self) -> str:
|
| 520 |
+
"""
|
| 521 |
+
List caption tracks, find a matching language, and download.
|
| 522 |
+
Returns plain text transcript.
|
| 523 |
+
"""
|
| 524 |
+
if self.credentials is None:
|
| 525 |
+
raise RuntimeError("No OAuth credentials provided for YouTube API.")
|
| 526 |
+
|
| 527 |
+
logger.info("[YT-API] Attempting captions download for %s", self.video_id)
|
| 528 |
+
|
| 529 |
+
try:
|
| 530 |
+
from googleapiclient.discovery import build as yt_build
|
| 531 |
+
|
| 532 |
+
youtube = yt_build(
|
| 533 |
+
"youtube", "v3",
|
| 534 |
+
credentials=self.credentials,
|
| 535 |
+
cache_discovery=False,
|
| 536 |
+
)
|
| 537 |
+
|
| 538 |
+
# Step 1: List caption tracks
|
| 539 |
+
captions_response = youtube.captions().list(
|
| 540 |
+
part="snippet",
|
| 541 |
+
videoId=self.video_id,
|
| 542 |
+
).execute()
|
| 543 |
+
|
| 544 |
+
items = captions_response.get("items", [])
|
| 545 |
+
if not items:
|
| 546 |
+
raise RuntimeError(
|
| 547 |
+
f"No caption tracks found for video {self.video_id}"
|
| 548 |
+
)
|
| 549 |
+
|
| 550 |
+
# Step 2: Find best matching caption track
|
| 551 |
+
caption_id = None
|
| 552 |
+
for lang in self.languages:
|
| 553 |
+
for item in items:
|
| 554 |
+
snippet = item.get("snippet", {})
|
| 555 |
+
if snippet.get("language", "") == lang:
|
| 556 |
+
# Prefer non-auto-generated (manual) captions
|
| 557 |
+
if snippet.get("trackKind") != "ASR":
|
| 558 |
+
caption_id = item["id"]
|
| 559 |
+
logger.info(
|
| 560 |
+
"[YT-API] Found manual caption: lang=%s, id=%s",
|
| 561 |
+
lang, caption_id,
|
| 562 |
+
)
|
| 563 |
+
break
|
| 564 |
+
if caption_id:
|
| 565 |
+
break
|
| 566 |
+
|
| 567 |
+
# Fallback: accept any track in preferred languages
|
| 568 |
+
if not caption_id:
|
| 569 |
+
for lang in self.languages:
|
| 570 |
+
for item in items:
|
| 571 |
+
if item.get("snippet", {}).get("language", "") == lang:
|
| 572 |
+
caption_id = item["id"]
|
| 573 |
+
logger.info(
|
| 574 |
+
"[YT-API] Using caption (any kind): lang=%s, id=%s",
|
| 575 |
+
lang, caption_id,
|
| 576 |
+
)
|
| 577 |
+
break
|
| 578 |
+
if caption_id:
|
| 579 |
+
break
|
| 580 |
+
|
| 581 |
+
if not caption_id:
|
| 582 |
+
available = [i["snippet"]["language"] for i in items]
|
| 583 |
+
raise RuntimeError(
|
| 584 |
+
f"No caption track matches languages {self.languages}. "
|
| 585 |
+
f"Available: {available}"
|
| 586 |
+
)
|
| 587 |
+
|
| 588 |
+
# Step 3: Download caption content as SRT
|
| 589 |
+
caption_content = youtube.captions().download(
|
| 590 |
+
id=caption_id,
|
| 591 |
+
tfmt="srt",
|
| 592 |
+
).execute()
|
| 593 |
+
|
| 594 |
+
# Response may be bytes or string
|
| 595 |
+
if isinstance(caption_content, bytes):
|
| 596 |
+
caption_content = caption_content.decode("utf-8")
|
| 597 |
+
|
| 598 |
+
text = _parse_srt(caption_content)
|
| 599 |
+
|
| 600 |
+
if not text.strip():
|
| 601 |
+
raise RuntimeError("YouTube API caption download returned empty text.")
|
| 602 |
+
|
| 603 |
+
logger.info(
|
| 604 |
+
"[YT-API] β
Transcript extracted β %d characters", len(text)
|
| 605 |
+
)
|
| 606 |
+
return text
|
| 607 |
+
|
| 608 |
+
except ImportError:
|
| 609 |
+
raise RuntimeError(
|
| 610 |
+
"google-api-python-client is not installed. "
|
| 611 |
+
"Cannot use YouTube Data API v3 fallback."
|
| 612 |
+
)
|
| 613 |
+
except Exception as e:
|
| 614 |
+
err_str = str(e)
|
| 615 |
+
if "403" in err_str or "Forbidden" in err_str:
|
| 616 |
+
raise RuntimeError(
|
| 617 |
+
f"YouTube API returned 403 Forbidden β you can only "
|
| 618 |
+
f"download captions for videos you own. Error: {err_str}"
|
| 619 |
+
)
|
| 620 |
+
raise
|
| 621 |
+
|
| 622 |
+
|
| 623 |
# ============================================================================
|
| 624 |
# GEMINI SUMMARIZER
|
| 625 |
# ============================================================================
|
|
|
|
| 740 |
"""
|
| 741 |
Orchestrates fetch β summarize.
|
| 742 |
All data flows in memory β no disk I/O.
|
| 743 |
+
Supports multi-tier fallback for transcript extraction.
|
| 744 |
"""
|
| 745 |
|
| 746 |
def __init__(
|
|
|
|
| 748 |
youtube_url: str,
|
| 749 |
languages: Optional[List[str]] = None,
|
| 750 |
polling_config: dict = None,
|
| 751 |
+
google_creds = None,
|
| 752 |
):
|
| 753 |
self.youtube_url = youtube_url
|
| 754 |
self.fetcher = YouTubeTranscriptFetcher(
|
| 755 |
youtube_url=youtube_url,
|
| 756 |
languages=languages,
|
| 757 |
polling_config=polling_config,
|
| 758 |
+
google_creds=google_creds,
|
| 759 |
)
|
| 760 |
self.summarizer = GeminiSummarizer()
|
| 761 |
self.video_id = self.fetcher.video_id
|
|
|
|
| 765 |
logger.info("=== Pipeline started ===")
|
| 766 |
logger.info("Video title : %s", self.video_title)
|
| 767 |
|
| 768 |
+
transcript, extraction_method = self.fetcher.run()
|
| 769 |
+
summary, qa, model = self.summarizer.run(transcript)
|
| 770 |
|
| 771 |
+
logger.info(
|
| 772 |
+
"=== Pipeline complete | model: %s | extraction: %s ===",
|
| 773 |
+
model, extraction_method,
|
| 774 |
+
)
|
| 775 |
|
| 776 |
return {
|
| 777 |
+
"video_id": self.video_id,
|
| 778 |
+
"video_title": self.video_title,
|
| 779 |
+
"model_used": model,
|
| 780 |
+
"extraction_method": extraction_method,
|
| 781 |
+
"summary": summary,
|
| 782 |
+
"qa": qa,
|
| 783 |
+
"transcript": transcript,
|
| 784 |
}
|
| 785 |
|
| 786 |
|
index.html
CHANGED
|
@@ -360,6 +360,8 @@
|
|
| 360 |
['ti-help-circle', 'Q&A', drive.qa?.web_view_link],
|
| 361 |
['ti-align-left', 'Transcript', drive.transcript?.web_view_link],
|
| 362 |
];
|
|
|
|
|
|
|
| 363 |
box.innerHTML = links
|
| 364 |
.filter(([,, u]) => u)
|
| 365 |
.map(([icon, label, u]) => `
|
|
@@ -368,7 +370,10 @@
|
|
| 368 |
<a href="${u}" target="_blank">${label} <i class="ti ti-external-link" style="font-size:11px"></i></a>
|
| 369 |
</div>`)
|
| 370 |
.join('') +
|
| 371 |
-
`<
|
|
|
|
|
|
|
|
|
|
| 372 |
}
|
| 373 |
|
| 374 |
/* ββ Init ββ */
|
|
|
|
| 360 |
['ti-help-circle', 'Q&A', drive.qa?.web_view_link],
|
| 361 |
['ti-align-left', 'Transcript', drive.transcript?.web_view_link],
|
| 362 |
];
|
| 363 |
+
const method = result.extraction_method || '';
|
| 364 |
+
const methodLabel = method ? `<span style="display:inline-block;font-size:11px;padding:2px 8px;border-radius:12px;background:#f0f4ff;color:#3b5998;border:1px solid #c4d3f0;margin-left:4px">${method}</span>` : '';
|
| 365 |
box.innerHTML = links
|
| 366 |
.filter(([,, u]) => u)
|
| 367 |
.map(([icon, label, u]) => `
|
|
|
|
| 370 |
<a href="${u}" target="_blank">${label} <i class="ti ti-external-link" style="font-size:11px"></i></a>
|
| 371 |
</div>`)
|
| 372 |
.join('') +
|
| 373 |
+
`<div class="result-note" style="display:flex;align-items:center;gap:6px;flex-wrap:wrap;">
|
| 374 |
+
<span><i class="ti ti-mail" style="font-size:13px;vertical-align:-2px"></i> Results also sent to your email</span>
|
| 375 |
+
${methodLabel ? '<span style="color:#999">Β·</span> Extracted via ' + methodLabel : ''}
|
| 376 |
+
</div>`;
|
| 377 |
}
|
| 378 |
|
| 379 |
/* ββ Init ββ */
|
oauth_states.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{}
|
requirements.txt
CHANGED
|
@@ -6,4 +6,5 @@ google-auth-oauthlib
|
|
| 6 |
requests
|
| 7 |
youtube_transcript_api
|
| 8 |
google-generativeai
|
| 9 |
-
google-genai
|
|
|
|
|
|
| 6 |
requests
|
| 7 |
youtube_transcript_api
|
| 8 |
google-generativeai
|
| 9 |
+
google-genai
|
| 10 |
+
yt-dlp
|