diff --git "a/graphify-out/graph.html" "b/graphify-out/graph.html"
--- "a/graphify-out/graph.html"
+++ "b/graphify-out/graph.html"
@@ -50,12 +50,12 @@
     <h3>Communities</h3>
     <div id="legend"></div>
   </div>
-  <div id="stats">361 nodes &middot; 502 edges &middot; 28 communities</div>
+  <div id="stats">796 nodes &middot; 1429 edges &middot; 65 communities</div>
 </div>
 <script>
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"highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "_parse_allowed_origins()", "community": 0, "community_name": "FastAPI Server & Routes", "source_file": "/Users/rafa/MscAi/VideoVoice-be/server.py", "file_type": "code", "degree": 1}, {"id": "server_download_url", "label": "_download_url()", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 12.5, "font": {"size": 0, "color": "#ffffff"}, "title": "_download_url()", "community": 0, "community_name": "FastAPI Server & Routes", "source_file": "/Users/rafa/MscAi/VideoVoice-be/server.py", "file_type": "code", "degree": 3}, {"id": "server_is_allowed_video_host", "label": "_is_allowed_video_host()", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 12.5, "font": {"size": 0, "color": "#ffffff"}, "title": 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"degree": 1}, {"id": "app_updateactiveitem", "label": "updateActiveItem()", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "updateActiveItem()", "community": 1, "community_name": "Frontend UI Logic", "source_file": "/Users/rafa/MscAi/VideoVoice-be/frontend/app.js", "file_type": "code", "degree": 1}, {"id": "app_rendercmdresults", "label": "renderCmdResults()", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 11.7, "font": {"size": 0, "color": "#ffffff"}, "title": "renderCmdResults()", "community": 1, "community_name": "Frontend UI Logic", "source_file": "/Users/rafa/MscAi/VideoVoice-be/frontend/app.js", "file_type": "code", "degree": 2}, {"id": "app_getusedvideos", "label": "getUsedVideos()", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": 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"degree": 3}, {"id": "s6_captions_format_karaoke_line", "label": "_format_karaoke_line()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 13.3, "font": {"size": 0, "color": "#ffffff"}, "title": "_format_karaoke_line()", "community": 12, "community_name": "ASS Captions (s6)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s6_captions.py", "file_type": "code", "degree": 4}, {"id": "s6_captions_generate_captions", "label": "generate_captions()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 15.0, "font": {"size": 12, "color": "#ffffff"}, "title": "generate_captions()", "community": 12, "community_name": "ASS Captions (s6)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s6_captions.py", "file_type": "code", "degree": 6}, {"id": "s6_captions_rationale_1", "label": "Step 6b: Generate ASS subtitle file from translated segments.  Produces OpusClip", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Step 6b: Generate ASS subtitle file from translated segments.  Produces OpusClip", "community": 12, "community_name": "ASS Captions (s6)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s6_captions.py", "file_type": "rationale", "degree": 1}, {"id": "s6_captions_rationale_14", "label": "Convert seconds to ASS timestamp format: H:MM:SS.cc", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Convert seconds to ASS timestamp format: H:MM:SS.cc", "community": 12, "community_name": "ASS Captions (s6)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s6_captions.py", "file_type": "rationale", "degree": 1}, {"id": "s6_captions_rationale_28", "label": "Split text into timed word chunks for karaoke display.      Distributes the segm", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Split text into timed word chunks for karaoke display.      Distributes the segm", "community": 12, "community_name": "ASS Captions (s6)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s6_captions.py", "file_type": "rationale", "degree": 1}, {"id": "s6_captions_rationale_88", "label": "Format a karaoke chunk as an ASS Dialogue line.      For RTL chunks: reverse the", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Format a karaoke chunk as an ASS Dialogue line.      For RTL chunks: reverse the", "community": 12, "community_name": "ASS Captions (s6)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s6_captions.py", "file_type": "rationale", "degree": 1}, {"id": "s6_captions_rationale_139", "label": "Generate an ASS subtitle file with karaoke-style word highlights.      Args:", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Generate an ASS subtitle file with karaoke-style word highlights.      Args:", "community": 12, "community_name": "ASS Captions (s6)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s6_captions.py", "file_type": "rationale", "degree": 1}, {"id": "steps_s5_sync_py", "label": "s5_sync.py", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 21.7, "font": {"size": 12, "color": "#ffffff"}, "title": "s5_sync.py", "community": 4, "community_name": "Audio Sync & Pauses (s5)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s5_sync.py", "file_type": "code", "degree": 14}, {"id": "s5_sync_get_wav_duration", "label": "_get_wav_duration()", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 13.3, "font": {"size": 0, "color": "#ffffff"}, "title": "_get_wav_duration()", "community": 4, "community_name": "Audio Sync & Pauses (s5)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s5_sync.py", "file_type": "code", "degree": 4}, {"id": "s5_sync_speedup_audio", "label": "_speedup_audio()", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 13.3, "font": {"size": 0, "color": "#ffffff"}, "title": "_speedup_audio()", "community": 4, "community_name": "Audio Sync & Pauses (s5)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s5_sync.py", "file_type": "code", "degree": 4}, {"id": "s5_sync_pad_silence", "label": "_pad_silence()", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 14.2, "font": {"size": 0, "color": "#ffffff"}, "title": "_pad_silence()", "community": 4, "community_name": "Audio Sync & Pauses (s5)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s5_sync.py", "file_type": "code", "degree": 5}, {"id": "s5_sync_trim_audio", "label": "_trim_audio()", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 14.2, "font": {"size": 0, "color": "#ffffff"}, "title": "_trim_audio()", "community": 4, "community_name": "Audio Sync & Pauses (s5)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s5_sync.py", "file_type": "code", "degree": 5}, {"id": "s5_sync_detect_pauses", "label": "_detect_pauses()", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 12.5, "font": {"size": 0, "color": "#ffffff"}, "title": "_detect_pauses()", "community": 4, "community_name": "Audio Sync & Pauses (s5)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s5_sync.py", "file_type": "code", "degree": 3}, {"id": "s5_sync_find_tts_silences", "label": "_find_tts_silences()", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 12.5, "font": {"size": 0, "color": "#ffffff"}, "title": "_find_tts_silences()", "community": 4, "community_name": "Audio Sync & Pauses (s5)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s5_sync.py", "file_type": "code", "degree": 3}, {"id": "s5_sync_read_wav_samples", "label": "_read_wav_samples()", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 13.3, "font": {"size": 0, "color": "#ffffff"}, "title": "_read_wav_samples()", "community": 4, "community_name": "Audio Sync & Pauses (s5)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s5_sync.py", "file_type": "code", "degree": 4}, {"id": "s5_sync_write_wav_samples", "label": "_write_wav_samples()", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 13.3, "font": {"size": 0, "color": "#ffffff"}, "title": "_write_wav_samples()", "community": 4, "community_name": "Audio Sync & Pauses (s5)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s5_sync.py", "file_type": "code", "degree": 4}, {"id": "s5_sync_pause_aware_sync", "label": "_pause_aware_sync()", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 19.2, "font": {"size": 12, "color": "#ffffff"}, "title": "_pause_aware_sync()", "community": 4, "community_name": "Audio Sync & Pauses (s5)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s5_sync.py", "file_type": "code", "degree": 11}, {"id": "s5_sync_compress_silences", "label": "_compress_silences()", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 14.2, "font": {"size": 0, "color": "#ffffff"}, "title": "_compress_silences()", "community": 4, "community_name": "Audio Sync & Pauses (s5)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s5_sync.py", "file_type": "code", "degree": 5}, {"id": "s5_sync_distribute_padding", "label": "_distribute_padding()", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 15.0, "font": {"size": 12, "color": "#ffffff"}, "title": "_distribute_padding()", "community": 4, "community_name": "Audio Sync & Pauses (s5)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s5_sync.py", "file_type": "code", "degree": 6}, {"id": "s5_sync_generate_silence", "label": "_generate_silence()", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 12.5, "font": {"size": 0, "color": "#ffffff"}, "title": "_generate_silence()", "community": 4, "community_name": "Audio Sync & Pauses (s5)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s5_sync.py", "file_type": "code", "degree": 3}, {"id": "s5_sync_sync_and_stitch", "label": "sync_and_stitch()", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 17.5, "font": {"size": 12, "color": "#ffffff"}, "title": "sync_and_stitch()", "community": 4, "community_name": "Audio Sync & Pauses (s5)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s5_sync.py", "file_type": "code", "degree": 9}, {"id": "s5_sync_rationale_1", "label": "Step 6: Audio sync \u2014 match synthesised segment durations to original timestamps.", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Step 6: Audio sync \u2014 match synthesised segment durations to original timestamps.", "community": 4, "community_name": "Audio Sync & Pauses (s5)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s5_sync.py", "file_type": "rationale", "degree": 1}, {"id": "s5_sync_rationale_25", "label": "Speed up/slow down audio by factor using ffmpeg atempo (supports 0.5\u2013100x via ch", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Speed up/slow down audio by factor using ffmpeg atempo (supports 0.5\u2013100x via ch", "community": 4, "community_name": "Audio Sync & Pauses (s5)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s5_sync.py", "file_type": "rationale", "degree": 1}, {"id": "s5_sync_rationale_49", "label": "Pad audio with silence to reach target_duration seconds.", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Pad audio with silence to reach target_duration seconds.", "community": 4, "community_name": "Audio Sync & Pauses (s5)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s5_sync.py", "file_type": "rationale", "degree": 1}, {"id": "s5_sync_rationale_65", "label": "Trim audio to exactly duration seconds.", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Trim audio to exactly duration seconds.", "community": 4, "community_name": "Audio Sync & Pauses (s5)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s5_sync.py", "file_type": "rationale", "degree": 1}, {"id": "s5_sync_rationale_75", "label": "Find gaps between consecutive words that exceed min_pause seconds.      Returns", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Find gaps between consecutive words that exceed min_pause seconds.      Returns", "community": 4, "community_name": "Audio Sync & Pauses (s5)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s5_sync.py", "file_type": "rationale", "degree": 1}, {"id": "s5_sync_rationale_93", "label": "Find silence regions in a TTS WAV using RMS energy.      Returns list of {start,", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Find silence regions in a TTS WAV using RMS energy.      Returns list of {start,", "community": 4, "community_name": "Audio Sync & Pauses (s5)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s5_sync.py", "file_type": "rationale", "degree": 1}, {"id": "s5_sync_rationale_140", "label": "Read a mono 16-bit WAV and return (samples, sample_rate).", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Read a mono 16-bit WAV and return (samples, sample_rate).", "community": 4, "community_name": "Audio Sync & Pauses (s5)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s5_sync.py", "file_type": "rationale", "degree": 1}, {"id": "s5_sync_rationale_148", "label": "Write 16-bit mono samples to a WAV file.", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Write 16-bit mono samples to a WAV file.", "community": 4, "community_name": "Audio Sync & Pauses (s5)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s5_sync.py", "file_type": "rationale", "degree": 1}, {"id": "s5_sync_rationale_158", "label": "Sync TTS audio using pause-aware strategy: compress silences first, then atempo.", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Sync TTS audio using pause-aware strategy: compress silences first, then atempo.", "community": 4, "community_name": "Audio Sync & Pauses (s5)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s5_sync.py", "file_type": "rationale", "degree": 1}, {"id": "s5_sync_rationale_229", "label": "Rewrite WAV with silence regions compressed to keep_ratio of their original dura", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Rewrite WAV with silence regions compressed to keep_ratio of their original dura", "community": 4, "community_name": "Audio Sync & Pauses (s5)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s5_sync.py", "file_type": "rationale", "degree": 1}, {"id": "s5_sync_rationale_256", "label": "Insert extra silence distributed across detected pause points.", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Insert extra silence distributed across detected pause points.", "community": 4, "community_name": "Audio Sync & Pauses (s5)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s5_sync.py", "file_type": "rationale", "degree": 1}, {"id": "s5_sync_rationale_288", "label": "Generate a silent WAV file of given duration.", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Generate a silent WAV file of given duration.", "community": 4, "community_name": "Audio Sync & Pauses (s5)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s5_sync.py", "file_type": "rationale", "degree": 1}, {"id": "s5_sync_rationale_303", "label": "Sync each TTS segment to its original timestamp window and stitch into a single", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Sync each TTS segment to its original timestamp window and stitch into a single", "community": 4, "community_name": "Audio Sync & Pauses (s5)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s5_sync.py", "file_type": "rationale", "degree": 1}, {"id": "steps_init_py", "label": "__init__.py", "color": {"background": "#FF9DA7", "border": "#FF9DA7", "highlight": {"background": "#ffffff", "border": "#FF9DA7"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "__init__.py", "community": 17, "community_name": "Steps Init", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/__init__.py", "file_type": "code", "degree": 0}, {"id": "steps_s4_preview_py", "label": "s4_preview.py", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 20.0, "font": {"size": 12, "color": "#ffffff"}, "title": "s4_preview.py", "community": 5, "community_name": "Preview Generation (s4)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s4_preview.py", "file_type": "code", "degree": 12}, {"id": "s4_preview_filter_preview_segments", "label": "_filter_preview_segments()", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 12.5, "font": {"size": 0, "color": "#ffffff"}, "title": 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"/Users/rafa/MscAi/VideoVoice-be/steps/s4_preview.py", "file_type": "code", "degree": 2}, {"id": "s4_preview_clip_audio", "label": "_clip_audio()", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 13.3, "font": {"size": 0, "color": "#ffffff"}, "title": "_clip_audio()", "community": 5, "community_name": "Preview Generation (s4)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s4_preview.py", "file_type": "code", "degree": 4}, {"id": "s4_preview_gpu_preview_chatterbox_batch", "label": "_gpu_preview_chatterbox_batch()", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 12.5, "font": {"size": 0, "color": "#ffffff"}, "title": "_gpu_preview_chatterbox_batch()", "community": 5, "community_name": "Preview Generation (s4)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s4_preview.py", "file_type": "code", "degree": 3}, {"id": 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{"background": "#ffffff", "border": "#EDC948"}}, "size": 12.5, "font": {"size": 0, "color": "#ffffff"}, "title": "_get_device()", "community": 5, "community_name": "Preview Generation (s4)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s4_preview.py", "file_type": "code", "degree": 3}, {"id": "s4_preview_gpu_preview_omnivoice_segment", "label": "_gpu_preview_omnivoice_segment()", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 11.7, "font": {"size": 0, "color": "#ffffff"}, "title": "_gpu_preview_omnivoice_segment()", "community": 5, "community_name": "Preview Generation (s4)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s4_preview.py", "file_type": "code", "degree": 2}, {"id": "s4_preview_preview_omnivoice", "label": "_preview_omnivoice()", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 16.7, "font": {"size": 12, "color": "#ffffff"}, "title": "_preview_omnivoice()", "community": 5, "community_name": "Preview Generation (s4)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s4_preview.py", "file_type": "code", "degree": 8}, {"id": "s4_preview_generate_previews", "label": "generate_previews()", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 14.2, "font": {"size": 0, "color": "#ffffff"}, "title": "generate_previews()", "community": 5, "community_name": "Preview Generation (s4)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s4_preview.py", "file_type": "code", "degree": 5}, {"id": "s4_preview_rationale_1", "label": "Step 4 (optional): Generate ~5-second voice previews with multiple TTS models.", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Step 4 (optional): Generate ~5-second voice previews with multiple TTS models.", "community": 5, "community_name": "Preview Generation (s4)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s4_preview.py", "file_type": "rationale", "degree": 1}, {"id": "s4_preview_rationale_27", "label": "Return segments whose start time is within the first `max_seconds`.", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Return segments whose start time is within the first `max_seconds`.", "community": 5, "community_name": "Preview Generation (s4)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s4_preview.py", "file_type": "rationale", "degree": 1}, {"id": "s4_preview_rationale_32", "label": "Concatenate multiple WAV files into one using ffmpeg.", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Concatenate multiple WAV files into one using ffmpeg.", "community": 5, "community_name": "Preview Generation (s4)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s4_preview.py", "file_type": "rationale", "degree": 1}, {"id": "s4_preview_rationale_61", "label": "Re-encode a WAV to 16-bit PCM 44100 Hz so browsers can play it.", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Re-encode a WAV to 16-bit PCM 44100 Hz so browsers can play it.", "community": 5, "community_name": "Preview Generation (s4)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s4_preview.py", "file_type": "rationale", "degree": 1}, {"id": "s4_preview_rationale_76", "label": "Clip audio to max_sec to prevent excessively slow voice cloning.", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Clip audio to max_sec to prevent excessively slow voice cloning.", "community": 5, "community_name": "Preview Generation (s4)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s4_preview.py", "file_type": "rationale", "degree": 1}, {"id": "s4_preview_rationale_94", "label": "Load + run Chatterbox preview synthesis inside one GPU scope.", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Load + run Chatterbox preview synthesis inside one GPU scope.", "community": 5, "community_name": "Preview Generation (s4)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s4_preview.py", "file_type": "rationale", "degree": 1}, {"id": "s4_preview_rationale_134", "label": "Generate a stitched preview WAV using Chatterbox Multilingual.", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Generate a stitched preview WAV using Chatterbox Multilingual.", "community": 5, "community_name": "Preview Generation (s4)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s4_preview.py", "file_type": "rationale", "degree": 1}, {"id": "s4_preview_rationale_191", "label": "Aggressively release GPU / unified memory.", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Aggressively release GPU / unified memory.", "community": 5, "community_name": "Preview Generation (s4)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s4_preview.py", "file_type": "rationale", "degree": 1}, {"id": "s4_preview_rationale_225", "label": "Generate a stitched preview WAV using OmniVoice.", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Generate a stitched preview WAV using OmniVoice.", "community": 5, "community_name": "Preview Generation (s4)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s4_preview.py", "file_type": "rationale", "degree": 1}, {"id": "s4_preview_rationale_290", "label": "Generate ~30 s preview clips as a generator yielding progress messages.     Fina", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Generate ~30 s preview clips as a generator yielding progress messages.     Fina", "community": 5, "community_name": "Preview Generation (s4)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s4_preview.py", "file_type": "rationale", "degree": 1}, {"id": "steps_s3_translate_py", "label": "s3_translate.py", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 13.3, "font": {"size": 0, "color": "#ffffff"}, "title": "s3_translate.py", "community": 2, "community_name": "Translation (s3)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s3_translate.py", "file_type": "code", "degree": 4}, {"id": "s3_translate_translate_batch", "label": "_translate_batch()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 17.5, "font": {"size": 12, "color": "#ffffff"}, "title": "_translate_batch()", "community": 2, "community_name": "Translation (s3)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s3_translate.py", "file_type": "code", "degree": 9}, {"id": "s3_translate_translate", "label": "translate()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 14.2, "font": {"size": 0, "color": "#ffffff"}, "title": "translate()", "community": 2, "community_name": "Translation (s3)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s3_translate.py", "file_type": "code", "degree": 5}, {"id": "s3_translate_rationale_1", "label": "Step 4: Translate segment texts using Pollinations chat completions API (OpenAI-", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Step 4: Translate segment texts using Pollinations chat completions API (OpenAI-", "community": 2, "community_name": "Translation (s3)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s3_translate.py", "file_type": "rationale", "degree": 1}, {"id": "s3_translate_rationale_12", "label": "Translate a batch of segments into target_language.", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.8, "font": {"size": 0, "color": "#ffffff"}, "title": "Translate a batch of segments into target_language.", "community": 2, "community_name": "Translation (s3)", "source_file": "/Users/rafa/MscAi/VideoVoice-be/steps/s3_translate.py", "file_type": "rationale", "degree": 1}, {"id": "s3_translate_rationale_124", "label": "Translate the text of each segment into target_language in batches.      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"degree": 2}, {"id": "logs_s4_tts_109s", "label": "s4_tts duration 1m 49s", "color": {"background": "#B07AA1", "border": "#B07AA1", "highlight": {"background": "#ffffff", "border": "#B07AA1"}}, "size": 11.7, "font": {"size": 0, "color": "#ffffff"}, "title": "s4_tts duration 1m 49s", "community": 6, "community_name": "Pipeline Logs & Artifacts", "source_file": "tmp/logs.txt", "file_type": "document", "degree": 2}, {"id": "logs_s5_pause_aware", "label": "s5 pause-aware sync", "color": {"background": "#B07AA1", "border": "#B07AA1", "highlight": {"background": "#ffffff", "border": "#B07AA1"}}, "size": 12.5, "font": {"size": 0, "color": "#ffffff"}, "title": "s5 pause-aware sync", "community": 6, "community_name": "Pipeline Logs & Artifacts", "source_file": "tmp/logs.txt", "file_type": "document", "degree": 3}, {"id": "logs_s6_captions", "label": "s6 captions.ass + final mp4", "color": {"background": "#B07AA1", "border": "#B07AA1", "highlight": {"background": "#ffffff", "border": 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"EXTRACTED"}, {"from": "server_py", "to": "server_gpu_available", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_queue_depth", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_is_job_active", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_release_session_lock", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_demo_video_id", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": 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"EXTRACTED"}, {"from": "logs_pipeline_run", "to": "logs_s6_captions", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "logs_s5_pause_aware", "to": "concat_list_synced", "label": "output_of", "title": "output_of [INFERRED]", "dashes": true, "width": 1, "color": {"opacity": 0.35}, "confidence": "INFERRED"}];
-const LEGEND = [{"cid": 0, "color": "#4E79A7", "label": "FastAPI Server &amp; Routes", "count": 67}, {"cid": 1, "color": "#F28E2B", "label": "Frontend UI Logic", "count": 37}, {"cid": 2, "color": "#E15759", "label": "Translation (s3)", "count": 34}, {"cid": 3, "color": "#76B7B2", "label": "Whisper Transcription (s2)", "count": 30}, {"cid": 4, "color": "#59A14F", "label": "Audio Sync &amp; Pauses (s5)", "count": 27}, {"cid": 5, "color": "#EDC948", "label": "Preview Generation (s4)", "count": 22}, {"cid": 6, "color": "#B07AA1", "label": "Pipeline Logs &amp; Artifacts", "count": 21}, {"cid": 7, "color": "#FF9DA7", "label": "TTS Voice Cloning (s4)", "count": 20}, {"cid": 8, "color": "#9C755F", "label": "Pipeline Orchestration", "count": 19}, {"cid": 9, "color": "#BAB0AC", "label": "Landing Page Markup", "count": 16}, {"cid": 10, "color": "#4E79A7", "label": "Build &amp; Deploy Config", "count": 12}, {"cid": 11, "color": "#F28E2B", "label": "Demucs Vocal Separation (s1b)", "count": 11}, {"cid": 12, "color": "#E15759", "label": "ASS Captions (s6)", "count": 10}, {"cid": 13, "color": "#76B7B2", "label": "Language Handlers", "count": 10}, {"cid": 14, "color": "#59A14F", "label": "Model Prefetch Script", "count": 6}, {"cid": 15, "color": "#EDC948", "label": "TTS Engine Switching", "count": 6}, {"cid": 16, "color": "#B07AA1", "label": "Gradio Versions", "count": 2}, {"cid": 17, "color": "#FF9DA7", "label": "Steps Init", "count": 1}, {"cid": 18, "color": "#9C755F", "label": "OmniVoice Languages", "count": 1}, {"cid": 19, "color": "#BAB0AC", "label": "Torch Dep", "count": 1}, {"cid": 20, "color": "#4E79A7", "label": "FastAPI Dep", "count": 1}, {"cid": 21, "color": "#F28E2B", "label": "yt-dlp Dep", "count": 1}, {"cid": 22, "color": "#E15759", "label": "Diffusers Dep", "count": 1}, {"cid": 23, "color": "#76B7B2", "label": "Artifacts Root Env", "count": 1}, {"cid": 24, "color": "#59A14F", "label": "AWS GPU Alt", "count": 1}, {"cid": 25, "color": "#EDC948", "label": "Node System Pkg", "count": 1}, {"cid": 26, "color": "#B07AA1", "label": "Noto Fonts", "count": 1}, {"cid": 27, "color": "#FF9DA7", "label": "Graphify Project Rules", "count": 1}];
+const RAW_NODES = [{"id": "server_py", "label": "server.py", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 31.4, "font": {"size": 12, "color": "#ffffff"}, "title": "server.py", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 35}, {"id": "server_default_artifacts_root", "label": "_default_artifacts_root()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "_default_artifacts_root()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 1}, {"id": "server_parse_allowed_origins", "label": "_parse_allowed_origins()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "_parse_allowed_origins()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 1}, {"id": "server_download_url", "label": "_download_url()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "_download_url()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 3}, {"id": "server_is_allowed_video_host", "label": "_is_allowed_video_host()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "_is_allowed_video_host()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 3}, {"id": "server_probe_duration_seconds", "label": "_probe_duration_seconds()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "_probe_duration_seconds()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 3}, {"id": "server_gpu_available", "label": "_gpu_available()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "_gpu_available()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 3}, {"id": "server_queue_depth", "label": "_queue_depth()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "_queue_depth()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 3}, {"id": "server_is_job_active", "label": "_is_job_active()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "_is_job_active()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 3}, {"id": "server_release_session_lock", "label": "_release_session_lock()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "_release_session_lock()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 2}, {"id": "server_demo_video_id", "label": "_demo_video_id()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 13.1, "font": {"size": 0, "color": "#ffffff"}, "title": "_demo_video_id()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 5}, {"id": "server_collect_demo_videos", "label": "_collect_demo_videos()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 13.1, "font": {"size": 0, "color": "#ffffff"}, "title": "_collect_demo_videos()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 5}, {"id": "server_queue_status_for", "label": "_queue_status_for()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "_queue_status_for()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 3}, {"id": "server_config_languages", "label": "_config_languages()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "_config_languages()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 3}, {"id": "server_chatterbox_language_options", "label": "_chatterbox_language_options()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "_chatterbox_language_options()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 2}, {"id": "server_omnivoice_language_options", "label": "_omnivoice_language_options()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "_omnivoice_language_options()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 2}, {"id": "server_qwen3_language_options", "label": "_qwen3_language_options()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "_qwen3_language_options()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 2}, {"id": "server_artifact_reaper_loop", "label": "_artifact_reaper_loop()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "_artifact_reaper_loop()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 3}, {"id": "server_enforce_content_length_limit", "label": "enforce_content_length_limit()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 12.4, "font": {"size": 0, "color": "#ffffff"}, "title": "enforce_content_length_limit()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 4}, {"id": "server_run_pipeline_async", "label": "_run_pipeline_async()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 13.7, "font": {"size": 0, "color": "#ffffff"}, "title": "_run_pipeline_async()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 6}, {"id": "server_health", "label": "health()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "health()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 3}, {"id": "server_config", "label": "config()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 13.1, "font": {"size": 0, "color": "#ffffff"}, "title": "config()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 5}, {"id": "server_list_demo_videos", "label": "list_demo_videos()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "list_demo_videos()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 3}, {"id": "server_stream_demo_video", "label": "stream_demo_video()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "stream_demo_video()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 3}, {"id": "server_get_showcase", "label": "get_showcase()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "get_showcase()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 3}, {"id": "server_create_job", "label": "create_job()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 14.3, "font": {"size": 0, "color": "#ffffff"}, "title": "create_job()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 7}, {"id": "server_job_status_poll", "label": "job_status_poll()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "job_status_poll()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 2}, {"id": "server_modelselection", "label": "ModelSelection", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "ModelSelection", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 2}, {"id": "basemodel", "label": "BaseModel", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "BaseModel", "community": 2, "community_name": "Community 2", "source_file": "", "file_type": "code", "degree": 1}, {"id": "server_select_model", "label": "select_model()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "select_model()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 2}, {"id": "server_get_preview_audio", "label": "get_preview_audio()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "get_preview_audio()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 2}, {"id": "server_job_result", "label": "job_result()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "job_result()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 2}, {"id": "server_startup_event", "label": "startup_event()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "startup_event()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 3}, {"id": "server_shutdown_event", "label": "shutdown_event()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "shutdown_event()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 1}, {"id": "server_nocachestaticmiddleware", "label": "NoCacheStaticMiddleware", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "NoCacheStaticMiddleware", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 3}, {"id": "basehttpmiddleware", "label": "BaseHTTPMiddleware", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "BaseHTTPMiddleware", "community": 2, "community_name": "Community 2", "source_file": "", "file_type": "code", "degree": 1}, {"id": "server_nocachestaticmiddleware_dispatch", "label": ".dispatch()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": ".dispatch()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 1}, {"id": "server_local_content_length", "label": "_local_content_length()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "_local_content_length()", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "code", "degree": 2}, {"id": "server_rationale_1", "label": "server.py \u2014 FastAPI backend for VideoVoice.  Endpoints:   POST /api/jobs", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "server.py \u2014 FastAPI backend for VideoVoice.  Endpoints:   POST /api/jobs", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "rationale", "degree": 1}, {"id": "server_rationale_133", "label": "Download video from Instagram/YouTube using yt-dlp.", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Download video from Instagram/YouTube using yt-dlp.", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "rationale", "degree": 1}, {"id": "server_rationale_155", "label": "Allow only trusted social platforms for yt-dlp.", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Allow only trusted social platforms for yt-dlp.", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "rationale", "degree": 1}, {"id": "server_rationale_170", "label": "Read media duration from ffprobe.", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Read media duration from ffprobe.", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "rationale", "degree": 1}, {"id": "server_rationale_193", "label": "Report CUDA/MPS availability.", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Report CUDA/MPS availability.", "community": 2, "community_name": "Community 2", "source_file": "server.py", "file_type": "rationale", "degree": 1}, {"id": "server_rationale_204", "label": "Total queue pressure: active job + queued jobs.", "color": {"background": "#E15759", "border": 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"source_file": "social_distributor/poster/video_loader.py", "file_type": "code", "degree": 5}, {"id": "video_loader_load_videos", "label": "load_videos()", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 13.1, "font": {"size": 0, "color": "#ffffff"}, "title": "load_videos()", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/video_loader.py", "file_type": "code", "degree": 5}, {"id": "video_loader_rationale_1", "label": "Load and validate VideoVoice data folders into VideoData objects.", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "Load and validate VideoVoice data folders into VideoData objects.", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/video_loader.py", "file_type": "rationale", "degree": 2}, {"id": "video_loader_rationale_30", "label": "Load a single video folder. Returns None if the folder is invalid.", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "Load a single video folder. Returns None if the folder is invalid.", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/video_loader.py", "file_type": "rationale", "degree": 2}, {"id": "video_loader_rationale_91", "label": "Load multiple video folders, skipping invalid ones.", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "Load multiple video folders, skipping invalid ones.", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/video_loader.py", "file_type": "rationale", "degree": 2}, {"id": "social_distributor_poster_caption_gen_py", "label": "caption_gen.py", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 14.9, "font": {"size": 12, "color": "#ffffff"}, "title": "caption_gen.py", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/caption_gen.py", "file_type": "code", "degree": 8}, {"id": "caption_gen_build_system_prompt", "label": "_build_system_prompt()", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "_build_system_prompt()", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/caption_gen.py", "file_type": "code", "degree": 2}, {"id": "caption_gen_build_user_prompt", "label": "_build_user_prompt()", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "_build_user_prompt()", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/caption_gen.py", "file_type": "code", "degree": 2}, {"id": "caption_gen_parse_response", "label": "_parse_response()", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "_parse_response()", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/caption_gen.py", "file_type": "code", "degree": 3}, {"id": "caption_gen_generate_caption", "label": "generate_caption()", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 15.5, "font": {"size": 12, "color": "#ffffff"}, "title": "generate_caption()", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/caption_gen.py", "file_type": "code", "degree": 9}, {"id": "caption_gen_format_caption", "label": "format_caption()", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 12.4, "font": {"size": 0, "color": "#ffffff"}, "title": "format_caption()", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/caption_gen.py", "file_type": "code", "degree": 4}, {"id": "caption_gen_rationale_1", "label": "LLM-based caption generation for social media posts.", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "LLM-based caption generation for social media posts.", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/caption_gen.py", "file_type": "rationale", "degree": 2}, {"id": "caption_gen_rationale_82", "label": "Parse the LLM JSON response, with fallback for markdown fences.", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "Parse the LLM JSON response, with fallback for markdown fences.", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/caption_gen.py", "file_type": "rationale", "degree": 2}, {"id": "caption_gen_rationale_104", "label": "Generate a caption using Pollinations LLM, with Bedrock fallback.      Returns d", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "Generate a caption using Pollinations LLM, with Bedrock fallback.      Returns d", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/caption_gen.py", "file_type": "rationale", "degree": 2}, {"id": "caption_gen_rationale_144", "label": "Ensure the final caption always contains the original link and creator credit.", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "Ensure the final caption always contains the original link and creator credit.", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/caption_gen.py", "file_type": "rationale", "degree": 2}, {"id": "social_distributor_poster_init_py", "label": "__init__.py", "color": {"background": "#BAB0AC", "border": "#BAB0AC", "highlight": {"background": "#ffffff", "border": "#BAB0AC"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "__init__.py", "community": 19, "community_name": "Community 19", "source_file": "social_distributor/poster/__init__.py", "file_type": "code", "degree": 0}, {"id": "social_distributor_poster_creator_extract_py", "label": "creator_extract.py", "color": {"background": "#76B7B2", "border": "#76B7B2", "highlight": {"background": "#ffffff", "border": "#76B7B2"}}, "size": 14.9, "font": {"size": 12, "color": "#ffffff"}, "title": "creator_extract.py", "community": 13, "community_name": "Community 13", "source_file": "social_distributor/poster/creator_extract.py", "file_type": "code", "degree": 8}, {"id": "creator_extract_load_cache", "label": "_load_cache()", "color": {"background": "#76B7B2", "border": "#76B7B2", "highlight": {"background": "#ffffff", "border": "#76B7B2"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "_load_cache()", "community": 13, "community_name": "Community 13", "source_file": "social_distributor/poster/creator_extract.py", "file_type": "code", "degree": 2}, {"id": "creator_extract_save_cache", "label": "_save_cache()", "color": {"background": "#76B7B2", "border": "#76B7B2", "highlight": {"background": "#ffffff", "border": "#76B7B2"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "_save_cache()", "community": 13, "community_name": "Community 13", "source_file": "social_distributor/poster/creator_extract.py", "file_type": "code", "degree": 2}, {"id": "creator_extract_extract_creator", "label": "extract_creator()", "color": {"background": "#76B7B2", "border": "#76B7B2", "highlight": {"background": "#ffffff", "border": "#76B7B2"}}, "size": 14.9, "font": {"size": 12, "color": "#ffffff"}, "title": "extract_creator()", "community": 13, "community_name": "Community 13", "source_file": "social_distributor/poster/creator_extract.py", "file_type": "code", "degree": 8}, {"id": "creator_extract_extract_instagram", "label": "_extract_instagram()", "color": {"background": "#76B7B2", "border": "#76B7B2", "highlight": {"background": "#ffffff", "border": "#76B7B2"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "_extract_instagram()", "community": 13, "community_name": "Community 13", "source_file": "social_distributor/poster/creator_extract.py", "file_type": "code", "degree": 3}, {"id": "creator_extract_extract_tiktok", "label": "_extract_tiktok()", "color": {"background": "#76B7B2", "border": "#76B7B2", "highlight": {"background": "#ffffff", "border": "#76B7B2"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "_extract_tiktok()", "community": 13, "community_name": "Community 13", "source_file": "social_distributor/poster/creator_extract.py", "file_type": "code", "degree": 3}, {"id": "creator_extract_extract_youtube", "label": "_extract_youtube()", "color": {"background": "#76B7B2", "border": "#76B7B2", "highlight": {"background": "#ffffff", "border": "#76B7B2"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "_extract_youtube()", "community": 13, "community_name": "Community 13", "source_file": "social_distributor/poster/creator_extract.py", "file_type": "code", "degree": 3}, {"id": "creator_extract_rationale_1", "label": "Extract original creator @username from video URLs.", "color": {"background": "#76B7B2", "border": "#76B7B2", "highlight": {"background": "#ffffff", "border": "#76B7B2"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Extract original creator @username from video URLs.", "community": 13, "community_name": "Community 13", "source_file": "social_distributor/poster/creator_extract.py", "file_type": "rationale", "degree": 1}, {"id": "creator_extract_rationale_28", "label": "Extract the @username of the original creator from the video URL.      Uses Play", "color": {"background": "#76B7B2", "border": "#76B7B2", "highlight": {"background": "#ffffff", "border": "#76B7B2"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Extract the @username of the original creator from the video URL.      Uses Play", "community": 13, "community_name": "Community 13", "source_file": "social_distributor/poster/creator_extract.py", "file_type": "rationale", "degree": 1}, {"id": "creator_extract_rationale_63", "label": "Instagram: visit reel, extract username from og:title or page URL.", "color": {"background": "#76B7B2", "border": "#76B7B2", "highlight": {"background": "#ffffff", "border": "#76B7B2"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Instagram: visit reel, extract username from og:title or page URL.", "community": 13, "community_name": "Community 13", "source_file": "social_distributor/poster/creator_extract.py", "file_type": "rationale", "degree": 1}, {"id": "creator_extract_rationale_95", "label": "TikTok: follow redirect from short URL, parse /@username from final URL.", "color": {"background": "#76B7B2", "border": "#76B7B2", "highlight": {"background": "#ffffff", "border": "#76B7B2"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "TikTok: follow redirect from short URL, parse /@username from final URL.", "community": 13, "community_name": "Community 13", "source_file": "social_distributor/poster/creator_extract.py", "file_type": "rationale", "degree": 1}, {"id": "creator_extract_rationale_124", "label": "YouTube: visit video page, extract channel name from meta tags.", "color": {"background": "#76B7B2", "border": "#76B7B2", "highlight": {"background": "#ffffff", "border": "#76B7B2"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "YouTube: visit video page, extract channel name from meta tags.", "community": 13, "community_name": "Community 13", "source_file": "social_distributor/poster/creator_extract.py", "file_type": "rationale", "degree": 1}, {"id": "social_distributor_poster_post_log_py", "label": "post_log.py", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 14.9, "font": {"size": 12, "color": "#ffffff"}, "title": "post_log.py", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/post_log.py", "file_type": "code", "degree": 8}, {"id": "post_log_load", "label": "_load()", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 12.4, "font": {"size": 0, "color": "#ffffff"}, "title": "_load()", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/post_log.py", "file_type": "code", "degree": 4}, {"id": "post_log_save", "label": "_save()", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "_save()", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/post_log.py", "file_type": "code", "degree": 2}, {"id": "post_log_is_posted", "label": "is_posted()", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "is_posted()", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/post_log.py", "file_type": "code", "degree": 3}, {"id": "post_log_record", "label": "record()", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 12.4, "font": {"size": 0, "color": "#ffffff"}, "title": "record()", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/post_log.py", "file_type": "code", "degree": 4}, {"id": "post_log_get_all", "label": "get_all()", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "get_all()", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/post_log.py", "file_type": "code", "degree": 3}, {"id": "post_log_rationale_1", "label": "JSON-based posting history for deduplication.", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "JSON-based posting history for deduplication.", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/post_log.py", "file_type": "rationale", "degree": 2}, {"id": "social_distributor_poster_platforms_youtube_py", "label": "youtube.py", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 12.4, "font": {"size": 0, "color": "#ffffff"}, "title": "youtube.py", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/platforms/youtube.py", "file_type": "code", "degree": 4}, {"id": "youtube_youtubeposter", "label": "YouTubePoster", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 16.7, "font": {"size": 12, "color": "#ffffff"}, "title": "YouTubePoster", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/platforms/youtube.py", "file_type": "code", "degree": 11}, {"id": "baseposter", "label": "BasePoster", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "BasePoster", "community": 1, "community_name": "Community 1", "source_file": "", "file_type": "code", "degree": 3}, {"id": "youtube_youtubeposter_is_logged_in", "label": ".is_logged_in()", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": ".is_logged_in()", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/platforms/youtube.py", "file_type": "code", "degree": 1}, {"id": "youtube_youtubeposter_post", "label": ".post()", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 12.4, "font": {"size": 0, "color": "#ffffff"}, "title": ".post()", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/platforms/youtube.py", "file_type": "code", "degree": 4}, {"id": "youtube_rationale_1", "label": "YouTube Shorts posting via Playwright (studio.youtube.com).", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "YouTube Shorts posting via Playwright (studio.youtube.com).", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/platforms/youtube.py", "file_type": "rationale", "degree": 3}, {"id": "social_distributor_poster_platforms_init_py", "label": "__init__.py", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "__init__.py", "community": 20, "community_name": "Community 20", "source_file": "social_distributor/poster/platforms/__init__.py", "file_type": "code", "degree": 0}, {"id": "social_distributor_poster_platforms_instagram_py", "label": "instagram.py", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 12.4, "font": {"size": 0, "color": "#ffffff"}, "title": "instagram.py", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/platforms/instagram.py", "file_type": "code", "degree": 4}, {"id": "instagram_instagramposter", "label": "InstagramPoster", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 17.3, "font": {"size": 12, "color": "#ffffff"}, "title": "InstagramPoster", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/platforms/instagram.py", "file_type": "code", "degree": 12}, {"id": "instagram_instagramposter_is_logged_in", "label": ".is_logged_in()", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": ".is_logged_in()", "community": 1, "community_name": "Community 1", "source_file": "social_distributor/poster/platforms/instagram.py", "file_type": "code", "degree": 1}, {"id": "instagram_instagramposter_dismiss_popups", "label": "._dismiss_popups()", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": 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"label": "scrollToSection()", "color": {"background": "#9C755F", "border": "#9C755F", "highlight": {"background": "#ffffff", "border": "#9C755F"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "scrollToSection()", "community": 8, "community_name": "Community 8", "source_file": "frontend/app.js", "file_type": "code", "degree": 3}, {"id": "app_opencmdpalette", "label": "openCmdPalette()", "color": {"background": "#9C755F", "border": "#9C755F", "highlight": {"background": "#ffffff", "border": "#9C755F"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "openCmdPalette()", "community": 8, "community_name": "Community 8", "source_file": "frontend/app.js", "file_type": "code", "degree": 2}, {"id": "app_closecmdpalette", "label": "closeCmdPalette()", "color": {"background": "#9C755F", "border": "#9C755F", "highlight": {"background": "#ffffff", "border": "#9C755F"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "closeCmdPalette()", "community": 8, "community_name": "Community 8", "source_file": "frontend/app.js", "file_type": "code", "degree": 1}, {"id": "app_updateactiveitem", "label": "updateActiveItem()", "color": {"background": "#9C755F", "border": "#9C755F", "highlight": {"background": "#ffffff", "border": "#9C755F"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "updateActiveItem()", "community": 8, "community_name": "Community 8", "source_file": "frontend/app.js", "file_type": "code", "degree": 1}, {"id": "app_rendercmdresults", "label": "renderCmdResults()", "color": {"background": "#9C755F", "border": "#9C755F", "highlight": {"background": "#ffffff", "border": "#9C755F"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "renderCmdResults()", "community": 8, "community_name": "Community 8", "source_file": "frontend/app.js", "file_type": "code", "degree": 2}, {"id": "app_getusedvideos", "label": "getUsedVideos()", "color": {"background": "#9C755F", "border": "#9C755F", "highlight": {"background": "#ffffff", "border": "#9C755F"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "getUsedVideos()", "community": 8, "community_name": "Community 8", "source_file": "frontend/app.js", "file_type": "code", "degree": 2}, {"id": "app_incrementusedvideos", "label": "incrementUsedVideos()", "color": {"background": "#9C755F", "border": "#9C755F", "highlight": {"background": "#ffffff", "border": "#9C755F"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "incrementUsedVideos()", "community": 8, "community_name": "Community 8", "source_file": "frontend/app.js", "file_type": "code", "degree": 2}, {"id": "steps_s6_captions_py", "label": "s6_captions.py", "color": {"background": "#FF9DA7", "border": "#FF9DA7", "highlight": {"background": "#ffffff", "border": "#FF9DA7"}}, "size": 13.1, "font": {"size": 0, "color": "#ffffff"}, "title": "s6_captions.py", "community": 7, "community_name": "Community 7", "source_file": "steps/s6_captions.py", "file_type": "code", "degree": 5}, {"id": "s6_captions_format_ass_time", "label": "_format_ass_time()", "color": {"background": "#FF9DA7", "border": "#FF9DA7", "highlight": {"background": "#ffffff", "border": "#FF9DA7"}}, "size": 12.4, "font": {"size": 0, "color": "#ffffff"}, "title": "_format_ass_time()", "community": 7, "community_name": "Community 7", "source_file": "steps/s6_captions.py", "file_type": "code", "degree": 4}, {"id": "s6_captions_build_karaoke_chunks", "label": "_build_karaoke_chunks()", "color": {"background": "#FF9DA7", "border": "#FF9DA7", "highlight": {"background": "#ffffff", "border": "#FF9DA7"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "_build_karaoke_chunks()", "community": 7, "community_name": "Community 7", "source_file": "steps/s6_captions.py", "file_type": "code", "degree": 3}, {"id": "s6_captions_format_karaoke_line", "label": "_format_karaoke_line()", "color": {"background": "#FF9DA7", "border": "#FF9DA7", "highlight": {"background": "#ffffff", "border": "#FF9DA7"}}, "size": 12.4, "font": {"size": 0, "color": "#ffffff"}, "title": "_format_karaoke_line()", "community": 7, "community_name": "Community 7", "source_file": "steps/s6_captions.py", "file_type": "code", "degree": 4}, {"id": "s6_captions_generate_captions", "label": "generate_captions()", "color": {"background": "#FF9DA7", "border": "#FF9DA7", "highlight": {"background": "#ffffff", "border": "#FF9DA7"}}, "size": 13.7, "font": {"size": 0, "color": "#ffffff"}, "title": "generate_captions()", "community": 7, "community_name": "Community 7", "source_file": "steps/s6_captions.py", "file_type": "code", "degree": 6}, {"id": "s6_captions_rationale_1", "label": "Step 6b: Generate ASS subtitle file from translated segments.  Produces OpusClip", "color": {"background": "#FF9DA7", "border": "#FF9DA7", "highlight": {"background": "#ffffff", "border": "#FF9DA7"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Step 6b: Generate ASS subtitle file from translated segments.  Produces OpusClip", "community": 7, "community_name": "Community 7", "source_file": "steps/s6_captions.py", "file_type": "rationale", "degree": 1}, {"id": "s6_captions_rationale_14", "label": "Convert seconds to ASS timestamp format: H:MM:SS.cc", "color": {"background": "#FF9DA7", "border": "#FF9DA7", "highlight": {"background": "#ffffff", "border": "#FF9DA7"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Convert seconds to ASS timestamp format: H:MM:SS.cc", "community": 7, "community_name": "Community 7", "source_file": "steps/s6_captions.py", "file_type": "rationale", "degree": 1}, {"id": "s6_captions_rationale_28", "label": "Split text into timed word chunks for karaoke display.      Distributes the segm", "color": {"background": "#FF9DA7", "border": "#FF9DA7", "highlight": {"background": "#ffffff", "border": "#FF9DA7"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Split text into timed word chunks for karaoke display.      Distributes the segm", "community": 7, "community_name": "Community 7", "source_file": "steps/s6_captions.py", "file_type": "rationale", "degree": 1}, {"id": "s6_captions_rationale_88", "label": "Format a karaoke chunk as an ASS Dialogue line.      For RTL chunks: reverse the", "color": {"background": "#FF9DA7", "border": "#FF9DA7", "highlight": {"background": "#ffffff", "border": "#FF9DA7"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Format a karaoke chunk as an ASS Dialogue line.      For RTL chunks: reverse the", "community": 7, "community_name": "Community 7", "source_file": "steps/s6_captions.py", "file_type": "rationale", "degree": 1}, {"id": "s6_captions_rationale_139", "label": "Generate an ASS subtitle file with karaoke-style word highlights.      Args:", "color": {"background": "#FF9DA7", "border": "#FF9DA7", "highlight": {"background": "#ffffff", "border": "#FF9DA7"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Generate an ASS subtitle file with karaoke-style word highlights.      Args:", "community": 7, "community_name": "Community 7", "source_file": "steps/s6_captions.py", "file_type": "rationale", "degree": 1}, {"id": "steps_s5_sync_py", "label": "s5_sync.py", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 18.6, "font": {"size": 12, "color": "#ffffff"}, "title": "s5_sync.py", "community": 12, "community_name": "Community 12", "source_file": "steps/s5_sync.py", "file_type": "code", "degree": 14}, {"id": "s5_sync_get_wav_duration", "label": "_get_wav_duration()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 12.4, "font": {"size": 0, "color": "#ffffff"}, "title": "_get_wav_duration()", "community": 12, "community_name": "Community 12", "source_file": "steps/s5_sync.py", "file_type": "code", "degree": 4}, {"id": "s5_sync_speedup_audio", "label": "_speedup_audio()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 12.4, "font": {"size": 0, "color": "#ffffff"}, "title": "_speedup_audio()", "community": 12, "community_name": "Community 12", "source_file": "steps/s5_sync.py", "file_type": "code", "degree": 4}, {"id": "s5_sync_pad_silence", "label": "_pad_silence()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 13.1, "font": {"size": 0, "color": "#ffffff"}, "title": "_pad_silence()", "community": 12, "community_name": "Community 12", "source_file": "steps/s5_sync.py", "file_type": "code", "degree": 5}, {"id": "s5_sync_trim_audio", "label": "_trim_audio()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "_trim_audio()", "community": 12, "community_name": "Community 12", "source_file": "steps/s5_sync.py", "file_type": "code", "degree": 3}, {"id": "s5_sync_detect_pauses", "label": "_detect_pauses()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "_detect_pauses()", "community": 12, "community_name": "Community 12", "source_file": "steps/s5_sync.py", "file_type": "code", "degree": 3}, {"id": "s5_sync_find_tts_silences", "label": "_find_tts_silences()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "_find_tts_silences()", "community": 12, "community_name": "Community 12", "source_file": "steps/s5_sync.py", "file_type": "code", "degree": 3}, {"id": "s5_sync_read_wav_samples", "label": "_read_wav_samples()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 12.4, "font": {"size": 0, "color": "#ffffff"}, "title": "_read_wav_samples()", "community": 12, "community_name": "Community 12", "source_file": "steps/s5_sync.py", "file_type": "code", "degree": 4}, {"id": "s5_sync_write_wav_samples", "label": "_write_wav_samples()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 12.4, "font": {"size": 0, "color": "#ffffff"}, "title": "_write_wav_samples()", "community": 12, "community_name": "Community 12", "source_file": "steps/s5_sync.py", "file_type": "code", "degree": 4}, {"id": "s5_sync_pause_aware_sync", "label": "_pause_aware_sync()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 16.1, "font": {"size": 12, "color": "#ffffff"}, "title": "_pause_aware_sync()", "community": 12, "community_name": "Community 12", "source_file": "steps/s5_sync.py", "file_type": "code", "degree": 10}, {"id": "s5_sync_compress_silences", "label": "_compress_silences()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 13.1, "font": {"size": 0, "color": "#ffffff"}, "title": "_compress_silences()", "community": 12, "community_name": "Community 12", "source_file": "steps/s5_sync.py", "file_type": "code", "degree": 5}, {"id": "s5_sync_distribute_padding", "label": "_distribute_padding()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 13.7, "font": {"size": 0, "color": "#ffffff"}, "title": "_distribute_padding()", "community": 12, "community_name": "Community 12", "source_file": "steps/s5_sync.py", "file_type": "code", "degree": 6}, {"id": "s5_sync_generate_silence", "label": "_generate_silence()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "_generate_silence()", "community": 12, "community_name": "Community 12", "source_file": "steps/s5_sync.py", "file_type": "code", "degree": 3}, {"id": "s5_sync_sync_and_stitch", "label": "sync_and_stitch()", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 14.9, "font": {"size": 12, "color": "#ffffff"}, "title": "sync_and_stitch()", "community": 12, "community_name": "Community 12", "source_file": "steps/s5_sync.py", "file_type": "code", "degree": 8}, {"id": "s5_sync_rationale_1", "label": "Step 6: Audio sync \u2014 match synthesised segment durations to original timestamps.", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Step 6: Audio sync \u2014 match synthesised segment durations to original timestamps.", "community": 12, "community_name": "Community 12", "source_file": "steps/s5_sync.py", "file_type": "rationale", "degree": 1}, {"id": "s5_sync_rationale_25", "label": "Speed up/slow down audio by factor using ffmpeg atempo (supports 0.5\u2013100x via ch", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Speed up/slow down audio by factor using ffmpeg atempo (supports 0.5\u2013100x via ch", "community": 12, "community_name": "Community 12", "source_file": "steps/s5_sync.py", "file_type": "rationale", "degree": 1}, {"id": "s5_sync_rationale_49", "label": "Pad audio with silence to reach target_duration seconds.", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Pad audio with silence to reach target_duration seconds.", "community": 12, "community_name": "Community 12", "source_file": "steps/s5_sync.py", "file_type": "rationale", "degree": 1}, {"id": "s5_sync_rationale_65", "label": "Trim audio to exactly duration seconds.", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Trim audio to exactly duration seconds.", "community": 12, "community_name": "Community 12", "source_file": "steps/s5_sync.py", "file_type": "rationale", "degree": 1}, {"id": "s5_sync_rationale_75", "label": "Find gaps between consecutive words that exceed min_pause seconds.      Returns", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Find gaps between consecutive words that exceed min_pause seconds.      Returns", "community": 12, "community_name": "Community 12", "source_file": "steps/s5_sync.py", "file_type": "rationale", "degree": 1}, {"id": "s5_sync_rationale_93", "label": "Find silence regions in a TTS WAV using RMS energy.      Returns list of {start,", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Find silence regions in a TTS WAV using RMS energy.      Returns list of {start,", "community": 12, "community_name": "Community 12", "source_file": "steps/s5_sync.py", "file_type": "rationale", "degree": 1}, {"id": "s5_sync_rationale_140", "label": "Read a mono 16-bit WAV and return (samples, sample_rate).", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Read a mono 16-bit WAV and return (samples, sample_rate).", "community": 12, "community_name": "Community 12", "source_file": "steps/s5_sync.py", "file_type": "rationale", "degree": 1}, {"id": "s5_sync_rationale_148", "label": "Write 16-bit mono samples to a WAV file.", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Write 16-bit mono samples to a WAV file.", "community": 12, "community_name": "Community 12", "source_file": "steps/s5_sync.py", "file_type": "rationale", "degree": 1}, {"id": "s5_sync_rationale_159", "label": "Sync TTS audio using pause-aware strategy: compress silences first, then atempo.", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Sync TTS audio using pause-aware strategy: compress silences first, then atempo.", "community": 12, "community_name": "Community 12", "source_file": "steps/s5_sync.py", "file_type": "rationale", "degree": 1}, {"id": "s5_sync_rationale_226", "label": "Rewrite WAV with silence regions compressed to keep_ratio of their original dura", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Rewrite WAV with silence regions compressed to keep_ratio of their original dura", "community": 12, "community_name": "Community 12", "source_file": "steps/s5_sync.py", "file_type": "rationale", "degree": 1}, {"id": "s5_sync_rationale_253", "label": "Insert extra silence distributed across detected pause points.", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Insert extra silence distributed across detected pause points.", "community": 12, "community_name": "Community 12", "source_file": "steps/s5_sync.py", "file_type": "rationale", "degree": 1}, {"id": "s5_sync_rationale_285", "label": "Generate a silent WAV file of given duration.", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Generate a silent WAV file of given duration.", "community": 12, "community_name": "Community 12", "source_file": "steps/s5_sync.py", "file_type": "rationale", "degree": 1}, {"id": "s5_sync_rationale_300", "label": "Sync each TTS segment to its original timestamp window and stitch into a single", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Sync each TTS segment to its original timestamp window and stitch into a single", "community": 12, "community_name": "Community 12", "source_file": "steps/s5_sync.py", "file_type": "rationale", "degree": 1}, {"id": "steps_init_py", "label": "__init__.py", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "__init__.py", "community": 22, "community_name": "Community 22", "source_file": "steps/__init__.py", "file_type": "code", "degree": 0}, {"id": "steps_s4_preview_py", "label": "s4_preview.py", "color": 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A", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "load the mel filterbank matrix for projecting STFT into a Mel spectrogram.     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"core_vq_vectorquantization", "label": "VectorQuantization", "color": {"background": "#BAB0AC", "border": "#BAB0AC", "highlight": {"background": "#ffffff", "border": "#BAB0AC"}}, "size": 14.3, "font": {"size": 0, "color": "#ffffff"}, "title": "VectorQuantization", "community": 9, "community_name": "Community 9", "source_file": "qwen_tts/core/tokenizer_25hz/vq/core_vq.py", "file_type": "code", "degree": 7}, {"id": "core_vq_vectorquantization_init", "label": ".__init__()", "color": {"background": "#BAB0AC", "border": "#BAB0AC", "highlight": {"background": "#ffffff", "border": "#BAB0AC"}}, "size": 13.1, "font": {"size": 0, "color": "#ffffff"}, "title": ".__init__()", "community": 9, "community_name": "Community 9", "source_file": "qwen_tts/core/tokenizer_25hz/vq/core_vq.py", "file_type": "code", "degree": 5}, {"id": "core_vq_codebook", "label": "codebook()", "color": {"background": "#BAB0AC", "border": "#BAB0AC", "highlight": {"background": "#ffffff", "border": "#BAB0AC"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "codebook()", "community": 9, "community_name": "Community 9", "source_file": "qwen_tts/core/tokenizer_25hz/vq/core_vq.py", "file_type": "code", "degree": 1}, {"id": "core_vq_vectorquantization_encode", "label": ".encode()", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": ".encode()", "community": 4, "community_name": "Community 4", "source_file": "qwen_tts/core/tokenizer_25hz/vq/core_vq.py", "file_type": "code", "degree": 2}, {"id": "core_vq_vectorquantization_decode", "label": ".decode()", "color": {"background": "#BAB0AC", "border": "#BAB0AC", "highlight": {"background": "#ffffff", "border": "#BAB0AC"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": ".decode()", "community": 9, "community_name": "Community 9", "source_file": "qwen_tts/core/tokenizer_25hz/vq/core_vq.py", "file_type": "code", "degree": 2}, {"id": "core_vq_vectorquantization_forward", "label": ".forward()", "color": {"background": "#BAB0AC", "border": "#BAB0AC", "highlight": {"background": "#ffffff", "border": "#BAB0AC"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": ".forward()", "community": 9, "community_name": "Community 9", "source_file": "qwen_tts/core/tokenizer_25hz/vq/core_vq.py", "file_type": "code", "degree": 1}, {"id": "core_vq_distributedresidualvectorquantization", "label": "DistributedResidualVectorQuantization", "color": {"background": "#BAB0AC", "border": "#BAB0AC", "highlight": {"background": "#ffffff", "border": "#BAB0AC"}}, "size": 14.3, "font": {"size": 0, "color": "#ffffff"}, "title": "DistributedResidualVectorQuantization", "community": 9, "community_name": "Community 9", "source_file": "qwen_tts/core/tokenizer_25hz/vq/core_vq.py", "file_type": "code", "degree": 7}, {"id": "core_vq_distributedresidualvectorquantization_init", "label": ".__init__()", "color": {"background": "#BAB0AC", "border": "#BAB0AC", "highlight": {"background": "#ffffff", "border": "#BAB0AC"}}, "size": 12.4, "font": {"size": 0, "color": "#ffffff"}, "title": ".__init__()", "community": 9, "community_name": "Community 9", "source_file": "qwen_tts/core/tokenizer_25hz/vq/core_vq.py", "file_type": "code", "degree": 4}, {"id": "core_vq_distributedresidualvectorquantization_forward", "label": ".forward()", "color": {"background": "#BAB0AC", "border": "#BAB0AC", "highlight": {"background": "#ffffff", "border": "#BAB0AC"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": ".forward()", "community": 9, "community_name": "Community 9", "source_file": "qwen_tts/core/tokenizer_25hz/vq/core_vq.py", "file_type": "code", "degree": 1}, {"id": "core_vq_distributedresidualvectorquantization_encode", "label": ".encode()", "color": {"background": "#BAB0AC", "border": "#BAB0AC", "highlight": {"background": "#ffffff", "border": "#BAB0AC"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": ".encode()", "community": 9, "community_name": "Community 9", "source_file": "qwen_tts/core/tokenizer_25hz/vq/core_vq.py", "file_type": "code", "degree": 3}, {"id": "core_vq_distributedresidualvectorquantization_decode", "label": ".decode()", "color": {"background": "#BAB0AC", "border": "#BAB0AC", "highlight": {"background": "#ffffff", "border": "#BAB0AC"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": ".decode()", "community": 9, "community_name": "Community 9", "source_file": "qwen_tts/core/tokenizer_25hz/vq/core_vq.py", "file_type": "code", "degree": 2}, {"id": "core_vq_distributedgroupresidualvectorquantization", "label": "DistributedGroupResidualVectorQuantization", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 17.3, "font": {"size": 12, "color": "#ffffff"}, "title": "DistributedGroupResidualVectorQuantization", "community": 4, "community_name": "Community 4", "source_file": "qwen_tts/core/tokenizer_25hz/vq/core_vq.py", "file_type": "code", "degree": 12}, {"id": "core_vq_distributedgroupresidualvectorquantization_init", "label": ".__init__()", "color": {"background": "#BAB0AC", "border": "#BAB0AC", "highlight": {"background": "#ffffff", "border": "#BAB0AC"}}, "size": 13.1, "font": {"size": 0, "color": "#ffffff"}, "title": ".__init__()", "community": 9, "community_name": "Community 9", "source_file": "qwen_tts/core/tokenizer_25hz/vq/core_vq.py", "file_type": "code", "degree": 5}, {"id": "core_vq_distributedgroupresidualvectorquantization_forward", "label": ".forward()", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": ".forward()", "community": 4, "community_name": "Community 4", "source_file": "qwen_tts/core/tokenizer_25hz/vq/core_vq.py", "file_type": "code", "degree": 1}, {"id": "core_vq_distributedgroupresidualvectorquantization_encode", "label": ".encode()", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 13.7, "font": {"size": 0, "color": "#ffffff"}, "title": ".encode()", "community": 4, "community_name": "Community 4", "source_file": "qwen_tts/core/tokenizer_25hz/vq/core_vq.py", "file_type": "code", "degree": 6}, {"id": "core_vq_distributedgroupresidualvectorquantization_decode", "label": ".decode()", "color": {"background": "#BAB0AC", "border": "#BAB0AC", "highlight": {"background": "#ffffff", "border": "#BAB0AC"}}, "size": 12.4, "font": {"size": 0, "color": "#ffffff"}, "title": ".decode()", "community": 9, "community_name": "Community 9", "source_file": "qwen_tts/core/tokenizer_25hz/vq/core_vq.py", "file_type": "code", "degree": 4}, {"id": "core_vq_rationale_114", "label": "Codebook with Euclidean distance.     Args:         dim (int): Dimension.", "color": {"background": "#BAB0AC", "border": "#BAB0AC", "highlight": {"background": "#ffffff", "border": "#BAB0AC"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Codebook with Euclidean distance.     Args:         dim (int): Dimension.", "community": 9, "community_name": "Community 9", "source_file": "qwen_tts/core/tokenizer_25hz/vq/core_vq.py", "file_type": "rationale", "degree": 1}, {"id": "core_vq_rationale_252", "label": "Vector quantization implementation.     Currently, supports only euclidean dista", "color": {"background": "#BAB0AC", "border": "#BAB0AC", "highlight": {"background": "#ffffff", "border": "#BAB0AC"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Vector quantization implementation.     Currently, supports only euclidean dista", "community": 9, "community_name": "Community 9", "source_file": "qwen_tts/core/tokenizer_25hz/vq/core_vq.py", "file_type": "rationale", "degree": 1}, {"id": "core_vq_rationale_335", "label": "Efficient distributed residual vector quantization implementation.     Follows A", "color": {"background": "#BAB0AC", "border": "#BAB0AC", "highlight": {"background": "#ffffff", "border": "#BAB0AC"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Efficient distributed residual vector quantization implementation.     Follows A", "community": 9, "community_name": "Community 9", "source_file": "qwen_tts/core/tokenizer_25hz/vq/core_vq.py", "file_type": "rationale", "degree": 1}, {"id": "core_vq_rationale_478", "label": "Efficient distributed group residual vector quantization implementation.     Fol", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Efficient distributed group residual vector quantization implementation.     Fol", "community": 4, "community_name": "Community 4", "source_file": "qwen_tts/core/tokenizer_25hz/vq/core_vq.py", "file_type": "rationale", "degree": 1}, {"id": "qwen_tts_core_models_configuration_qwen3_tts_py", "label": "configuration_qwen3_tts.py", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 13.7, "font": {"size": 0, "color": "#ffffff"}, "title": "configuration_qwen3_tts.py", "community": 0, "community_name": "Community 0", "source_file": "qwen_tts/core/models/configuration_qwen3_tts.py", "file_type": "code", "degree": 6}, {"id": "configuration_qwen3_tts_qwen3ttsspeakerencoderconfig", "label": "Qwen3TTSSpeakerEncoderConfig", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 40.0, "font": {"size": 12, "color": "#ffffff"}, "title": "Qwen3TTSSpeakerEncoderConfig", "community": 0, "community_name": "Community 0", "source_file": "qwen_tts/core/models/configuration_qwen3_tts.py", "file_type": "code", "degree": 49}, {"id": "pretrainedconfig", "label": "PretrainedConfig", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 12.4, "font": {"size": 0, "color": "#ffffff"}, "title": "PretrainedConfig", "community": 0, "community_name": "Community 0", "source_file": "", "file_type": "code", "degree": 4}, {"id": "configuration_qwen3_tts_qwen3ttsspeakerencoderconfig_init", "label": ".__init__()", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": ".__init__()", "community": 0, "community_name": "Community 0", "source_file": "qwen_tts/core/models/configuration_qwen3_tts.py", "file_type": "code", "degree": 1}, {"id": "configuration_qwen3_tts_qwen3ttstalkercodepredictorconfig", "label": "Qwen3TTSTalkerCodePredictorConfig", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 40.0, "font": {"size": 12, "color": "#ffffff"}, "title": "Qwen3TTSTalkerCodePredictorConfig", "community": 0, "community_name": "Community 0", "source_file": "qwen_tts/core/models/configuration_qwen3_tts.py", "file_type": "code", "degree": 49}, {"id": "configuration_qwen3_tts_qwen3ttstalkercodepredictorconfig_init", "label": ".__init__()", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": ".__init__()", "community": 0, "community_name": "Community 0", "source_file": "qwen_tts/core/models/configuration_qwen3_tts.py", "file_type": "code", "degree": 2}, {"id": "configuration_qwen3_tts_qwen3ttstalkerconfig", "label": "Qwen3TTSTalkerConfig", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 40.0, "font": {"size": 12, "color": "#ffffff"}, "title": "Qwen3TTSTalkerConfig", "community": 0, "community_name": "Community 0", "source_file": "qwen_tts/core/models/configuration_qwen3_tts.py", "file_type": "code", "degree": 49}, {"id": "configuration_qwen3_tts_qwen3ttstalkerconfig_init", "label": ".__init__()", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": ".__init__()", "community": 0, "community_name": "Community 0", "source_file": "qwen_tts/core/models/configuration_qwen3_tts.py", "file_type": "code", "degree": 3}, {"id": "configuration_qwen3_tts_qwen3ttsconfig", "label": "Qwen3TTSConfig", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 39.4, "font": {"size": 12, "color": "#ffffff"}, "title": "Qwen3TTSConfig", "community": 0, "community_name": "Community 0", "source_file": "qwen_tts/core/models/configuration_qwen3_tts.py", "file_type": "code", "degree": 48}, {"id": "configuration_qwen3_tts_qwen3ttsconfig_init", "label": ".__init__()", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 13.1, "font": {"size": 0, "color": "#ffffff"}, "title": ".__init__()", "community": 0, "community_name": "Community 0", "source_file": "qwen_tts/core/models/configuration_qwen3_tts.py", "file_type": "code", "degree": 5}, {"id": "configuration_qwen3_tts_rationale_23", "label": "r\"\"\"     This is the configuration class to store the configuration of a [`Qwen3", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "r&quot;&quot;&quot;     This is the configuration class to store the configuration of a [`Qwen3", "community": 0, "community_name": "Community 0", "source_file": "qwen_tts/core/models/configuration_qwen3_tts.py", "file_type": "rationale", "degree": 1}, {"id": "configuration_qwen3_tts_rationale_71", "label": "r\"\"\"     This is the configuration class to store the configuration of a [`Qwen3", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "r&quot;&quot;&quot;     This is the configuration class to store the configuration of a [`Qwen3", "community": 0, "community_name": "Community 0", "source_file": "qwen_tts/core/models/configuration_qwen3_tts.py", "file_type": "rationale", "degree": 1}, {"id": "configuration_qwen3_tts_rationale_260", "label": "r\"\"\"     This is the configuration class to store the configuration of a [`Qwen3", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "r&quot;&quot;&quot;     This is the configuration class to store the configuration of a [`Qwen3", "community": 0, "community_name": "Community 0", "source_file": "qwen_tts/core/models/configuration_qwen3_tts.py", "file_type": "rationale", "degree": 1}, {"id": "configuration_qwen3_tts_rationale_455", "label": "This is the configuration class to store the configuration of a [`Qwen3TTSForCon", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "This is the configuration class to store the configuration of a [`Qwen3TTSForCon", "community": 0, "community_name": "Community 0", "source_file": "qwen_tts/core/models/configuration_qwen3_tts.py", "file_type": "rationale", "degree": 1}, {"id": "qwen_tts_core_models_init_py", "label": "__init__.py", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 11.8, "font": {"size": 0, "color": "#ffffff"}, "title": "__init__.py", "community": 0, "community_name": "Community 0", "source_file": "qwen_tts/core/models/__init__.py", "file_type": "code", "degree": 3}, {"id": "qwen_tts_core_models_processing_qwen3_tts_py", "label": "processing_qwen3_tts.py", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 12.4, "font": {"size": 0, "color": "#ffffff"}, "title": "processing_qwen3_tts.py", "community": 0, "community_name": "Community 0", "source_file": "qwen_tts/core/models/processing_qwen3_tts.py", "file_type": "code", "degree": 4}, {"id": "processing_qwen3_tts_qwen3ttsprocessorkwargs", "label": "Qwen3TTSProcessorKwargs", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "Qwen3TTSProcessorKwargs", "community": 0, "community_name": "Community 0", "source_file": "qwen_tts/core/models/processing_qwen3_tts.py", "file_type": "code", "degree": 2}, {"id": "processingkwargs", "label": "ProcessingKwargs", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "ProcessingKwargs", "community": 0, "community_name": "Community 0", "source_file": "", "file_type": "code", "degree": 1}, {"id": "processing_qwen3_tts_qwen3ttsprocessor", "label": "Qwen3TTSProcessor", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 14.9, "font": {"size": 12, "color": "#ffffff"}, "title": "Qwen3TTSProcessor", "community": 15, "community_name": "Community 15", "source_file": "qwen_tts/core/models/processing_qwen3_tts.py", "file_type": "code", "degree": 8}, {"id": "processormixin", "label": "ProcessorMixin", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "ProcessorMixin", "community": 15, "community_name": "Community 15", "source_file": "", "file_type": "code", "degree": 1}, {"id": "processing_qwen3_tts_qwen3ttsprocessor_init", "label": ".__init__()", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": ".__init__()", "community": 15, "community_name": "Community 15", "source_file": "qwen_tts/core/models/processing_qwen3_tts.py", "file_type": "code", "degree": 1}, {"id": "processing_qwen3_tts_qwen3ttsprocessor_call", "label": ".__call__()", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": ".__call__()", "community": 15, "community_name": "Community 15", "source_file": "qwen_tts/core/models/processing_qwen3_tts.py", "file_type": "code", "degree": 2}, {"id": "processing_qwen3_tts_qwen3ttsprocessor_batch_decode", "label": ".batch_decode()", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": ".batch_decode()", "community": 15, "community_name": "Community 15", "source_file": "qwen_tts/core/models/processing_qwen3_tts.py", "file_type": "code", "degree": 2}, {"id": "processing_qwen3_tts_qwen3ttsprocessor_decode", "label": ".decode()", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 13.7, "font": {"size": 0, "color": "#ffffff"}, "title": ".decode()", "community": 5, "community_name": "Community 5", "source_file": "qwen_tts/core/models/processing_qwen3_tts.py", "file_type": "code", "degree": 6}, {"id": "processing_qwen3_tts_qwen3ttsprocessor_apply_chat_template", "label": ".apply_chat_template()", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": ".apply_chat_template()", "community": 15, "community_name": "Community 15", "source_file": "qwen_tts/core/models/processing_qwen3_tts.py", "file_type": "code", "degree": 1}, {"id": "processing_qwen3_tts_model_input_names", "label": "model_input_names()", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "model_input_names()", "community": 0, "community_name": "Community 0", "source_file": "qwen_tts/core/models/processing_qwen3_tts.py", "file_type": "code", "degree": 1}, {"id": "processing_qwen3_tts_rationale_28", "label": "r\"\"\"     Constructs a Qwen3TTS processor.      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A", "community": 5, "community_name": "Community 5", "source_file": "qwen_tts/inference/qwen3_tts_model.py", "file_type": "rationale", "degree": 1}, {"id": "qwen3_tts_model_rationale_226", "label": "Normalize audio inputs into a list of (waveform, sr).          Supported forms:", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Normalize audio inputs into a list of (waveform, sr).          Supported forms:", "community": 5, "community_name": "Community 5", "source_file": "qwen_tts/inference/qwen3_tts_model.py", "file_type": "rationale", "degree": 1}, {"id": "qwen3_tts_model_rationale_301", "label": "Merge user-provided generation arguments with defaults from `generate_config.jso", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "Merge user-provided generation arguments with defaults from `generate_config.jso", "community": 5, "community_name": "Community 5", "source_file": "qwen_tts/inference/qwen3_tts_model.py", "file_type": "rationale", "degree": 1}, {"id": "qwen3_tts_model_rationale_362", "label": "Build voice-clone prompt items from reference audio (and optionally reference te", "color": {"background": "#FF9DA7", "border": "#FF9DA7", "highlight": {"background": "#ffffff", "border": "#FF9DA7"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Build voice-clone prompt items from reference audio (and optionally reference te", "community": 27, "community_name": "Community 27", "source_file": "qwen_tts/inference/qwen3_tts_model.py", "file_type": "rationale", "degree": 0}, {"id": "qwen3_tts_model_rationale_481", "label": "Voice clone speech using the Base model.          You can provide either:", "color": {"background": "#9C755F", "border": "#9C755F", "highlight": {"background": "#ffffff", "border": "#9C755F"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Voice clone speech using the Base model.          You can provide either:", "community": 28, "community_name": "Community 28", "source_file": "qwen_tts/inference/qwen3_tts_model.py", "file_type": "rationale", "degree": 0}, {"id": "qwen3_tts_model_rationale_645", "label": "Generate speech with the VoiceDesign model using natural-language style instruct", "color": {"background": "#BAB0AC", "border": "#BAB0AC", "highlight": {"background": "#ffffff", "border": "#BAB0AC"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Generate speech with the VoiceDesign model using natural-language style instruct", "community": 29, "community_name": "Community 29", "source_file": "qwen_tts/inference/qwen3_tts_model.py", "file_type": "rationale", "degree": 0}, {"id": "qwen3_tts_model_rationale_741", "label": "Generate speech with the CustomVoice model using a predefined speaker id, option", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Generate speech with the CustomVoice model using a predefined speaker id, option", "community": 30, "community_name": "Community 30", "source_file": "qwen_tts/inference/qwen3_tts_model.py", "file_type": "rationale", "degree": 0}, {"id": "qwen3_tts_model_rationale_843", "label": "List supported speaker names for the current model.          This is a convenien", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "List supported speaker names for the current model.          This is a convenien", "community": 5, "community_name": "Community 5", "source_file": "qwen_tts/inference/qwen3_tts_model.py", "file_type": "rationale", "degree": 1}, {"id": "qwen3_tts_model_rationale_862", "label": "List supported language names for the current model.          This is a convenie", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 10.6, "font": {"size": 0, "color": "#ffffff"}, "title": "List supported language names for the current model.          This is a convenie", "community": 5, "community_name": "Community 5", "source_file": "qwen_tts/inference/qwen3_tts_model.py", "file_type": "rationale", "degree": 1}, {"id": "server_rationale_324", "label": "Delete stale per-job artifact directories from ARTIFACTS_ROOT.", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Delete stale per-job artifact directories from ARTIFACTS_ROOT.", "community": 31, "community_name": "Community 31", "source_file": "server.py", "file_type": "rationale", "degree": 0}, {"id": "server_rationale_353", "label": "Reject oversized uploads before body parsing.", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Reject oversized uploads before body parsing.", "community": 32, "community_name": "Community 32", "source_file": "server.py", "file_type": "rationale", "degree": 0}, {"id": "server_rationale_375", "label": "Run the translation pipeline in a background thread, pushing progress to the job", "color": {"background": "#76B7B2", "border": "#76B7B2", "highlight": {"background": "#ffffff", "border": "#76B7B2"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Run the translation pipeline in a background thread, pushing progress to the job", "community": 33, "community_name": "Community 33", "source_file": "server.py", "file_type": "rationale", "degree": 0}, {"id": "server_rationale_588", "label": "List whitelisted MP4 demo videos from outputs/ and data/.", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "List whitelisted MP4 demo videos from outputs/ and data/.", "community": 34, "community_name": "Community 34", "source_file": "server.py", "file_type": "rationale", "degree": 0}, {"id": "server_rationale_610", "label": "Return curated showcase entries with resolved streaming URLs.", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Return curated showcase entries with resolved streaming URLs.", "community": 35, "community_name": "Community 35", "source_file": "server.py", "file_type": "rationale", "degree": 0}, {"id": "server_rationale_643", "label": "Submit a video for translation.", "color": {"background": "#B07AA1", "border": "#B07AA1", "highlight": {"background": "#ffffff", "border": "#B07AA1"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Submit a video for translation.", "community": 36, "community_name": "Community 36", "source_file": "server.py", "file_type": "rationale", "degree": 0}, {"id": "server_rationale_759", "label": "Poll endpoint returning new messages since index `after`, plus live wait status.", "color": {"background": "#FF9DA7", "border": "#FF9DA7", "highlight": {"background": "#ffffff", "border": "#FF9DA7"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Poll endpoint returning new messages since index `after`, plus live wait status.", "community": 37, "community_name": "Community 37", "source_file": "server.py", "file_type": "rationale", "degree": 0}, {"id": "server_rationale_781", "label": "User selects a TTS model after previewing.", "color": {"background": "#9C755F", "border": "#9C755F", "highlight": {"background": "#ffffff", "border": "#9C755F"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "User selects a TTS model after previewing.", "community": 38, "community_name": "Community 38", "source_file": "server.py", "file_type": "rationale", "degree": 0}, {"id": "server_rationale_800", "label": "Serve a preview audio WAV file.", "color": {"background": "#BAB0AC", "border": "#BAB0AC", "highlight": {"background": "#ffffff", "border": "#BAB0AC"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Serve a preview audio WAV file.", "community": 39, "community_name": "Community 39", "source_file": "server.py", "file_type": "rationale", "degree": 0}, {"id": "server_rationale_825", "label": "Download the translated video.", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Download the translated video.", "community": 40, "community_name": "Community 40", "source_file": "server.py", "file_type": "rationale", "degree": 0}, {"id": "server_rationale_843", "label": "Create artifact directories and start background cleanup.", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Create artifact directories and start background cleanup.", "community": 41, "community_name": "Community 41", "source_file": "server.py", "file_type": "rationale", "degree": 0}, {"id": "s5_sync_rationale_158", "label": "Sync TTS audio using pause-aware strategy: compress silences first, then atempo.", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Sync TTS audio using pause-aware strategy: compress silences first, then atempo.", "community": 42, "community_name": "Community 42", "source_file": "steps/s5_sync.py", "file_type": "rationale", "degree": 0}, {"id": "s5_sync_rationale_229", "label": "Rewrite WAV with silence regions compressed to keep_ratio of their original dura", "color": {"background": "#76B7B2", "border": "#76B7B2", "highlight": {"background": "#ffffff", "border": "#76B7B2"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Rewrite WAV with silence regions compressed to keep_ratio of their original dura", "community": 43, "community_name": "Community 43", "source_file": "steps/s5_sync.py", "file_type": "rationale", "degree": 0}, {"id": "s5_sync_rationale_256", "label": "Insert extra silence distributed across detected pause points.", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Insert extra silence distributed across detected pause points.", "community": 44, "community_name": "Community 44", "source_file": "steps/s5_sync.py", "file_type": "rationale", "degree": 0}, {"id": "s5_sync_rationale_288", "label": "Generate a silent WAV file of given duration.", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Generate a silent WAV file of given duration.", "community": 45, "community_name": "Community 45", "source_file": "steps/s5_sync.py", "file_type": "rationale", "degree": 0}, {"id": "s5_sync_rationale_303", "label": "Sync each TTS segment to its original timestamp window and stitch into a single", "color": {"background": "#B07AA1", "border": "#B07AA1", "highlight": {"background": "#ffffff", "border": "#B07AA1"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Sync each TTS segment to its original timestamp window and stitch into a single", "community": 46, "community_name": "Community 46", "source_file": "steps/s5_sync.py", "file_type": "rationale", "degree": 0}, {"id": "s3_translate_rationale_124", "label": "Translate the text of each segment into target_language in batches.      Args:", "color": {"background": "#FF9DA7", "border": "#FF9DA7", "highlight": {"background": "#ffffff", "border": "#FF9DA7"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Translate the text of each segment into target_language in batches.      Args:", "community": 47, "community_name": "Community 47", "source_file": "steps/s3_translate.py", "file_type": "rationale", "degree": 0}, {"id": "s4_tts_rationale_33", "label": "Load + run Chatterbox inside a single GPU-decorated scope.      ZeroGPU only int", "color": {"background": "#9C755F", "border": "#9C755F", "highlight": {"background": "#ffffff", "border": "#9C755F"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Load + run Chatterbox inside a single GPU-decorated scope.      ZeroGPU only int", "community": 48, "community_name": "Community 48", "source_file": "steps/s4_tts.py", "file_type": "rationale", "degree": 0}, {"id": "s4_tts_rationale_139", "label": "Remove trailing noise/artifacts after speech ends.", "color": {"background": "#BAB0AC", "border": "#BAB0AC", "highlight": {"background": "#ffffff", "border": "#BAB0AC"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Remove trailing noise/artifacts after speech ends.", "community": 49, "community_name": "Community 49", "source_file": "steps/s4_tts.py", "file_type": "rationale", "degree": 0}, {"id": "s4_tts_rationale_170", "label": "Hard-trim TTS output to orig_dur * headroom, with a short fade-out.", "color": {"background": "#4E79A7", "border": "#4E79A7", "highlight": {"background": "#ffffff", "border": "#4E79A7"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Hard-trim TTS output to orig_dur * headroom, with a short fade-out.", "community": 50, "community_name": "Community 50", "source_file": "steps/s4_tts.py", "file_type": "rationale", "degree": 0}, {"id": "s4_tts_rationale_183", "label": "Clip audio to max_sec to prevent excessively slow voice cloning.", "color": {"background": "#F28E2B", "border": "#F28E2B", "highlight": {"background": "#ffffff", "border": "#F28E2B"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Clip audio to max_sec to prevent excessively slow voice cloning.", "community": 51, "community_name": "Community 51", "source_file": "steps/s4_tts.py", "file_type": "rationale", "degree": 0}, {"id": "s4_tts_rationale_201", "label": "Numpy variant of _trim_trailing_noise for engines returning np.ndarray.", "color": {"background": "#E15759", "border": "#E15759", "highlight": {"background": "#ffffff", "border": "#E15759"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Numpy variant of _trim_trailing_noise for engines returning np.ndarray.", "community": 52, "community_name": "Community 52", "source_file": "steps/s4_tts.py", "file_type": "rationale", "degree": 0}, {"id": "s4_tts_rationale_248", "label": "Perform full OmniVoice processing (load + generate batch) inside a GPU-decorated", "color": {"background": "#76B7B2", "border": "#76B7B2", "highlight": {"background": "#ffffff", "border": "#76B7B2"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Perform full OmniVoice processing (load + generate batch) inside a GPU-decorated", "community": 53, "community_name": "Community 53", "source_file": "steps/s4_tts.py", "file_type": "rationale", "degree": 0}, {"id": "s4_tts_rationale_295", "label": "Generate speech for all segments using OmniVoice voice cloning.", "color": {"background": "#59A14F", "border": "#59A14F", "highlight": {"background": "#ffffff", "border": "#59A14F"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Generate speech for all segments using OmniVoice voice cloning.", "community": 54, "community_name": "Community 54", "source_file": "steps/s4_tts.py", "file_type": "rationale", "degree": 0}, {"id": "s4_tts_rationale_333", "label": "Synthesise translated text for each segment using voice cloned from reference au", "color": {"background": "#EDC948", "border": "#EDC948", "highlight": {"background": "#ffffff", "border": "#EDC948"}}, "size": 10.0, "font": {"size": 0, "color": "#ffffff"}, "title": "Synthesise translated text for each segment using voice cloned from reference au", "community": 55, "community_name": "Community 55", "source_file": "steps/s4_tts.py", "file_type": "rationale", "degree": 0}, {"id": "requirements_chatterbox_tts", "label": "chatterbox-tts==0.1.7 --no-deps", "color": {"background": "#B07AA1", "border": "#B07AA1", "highlight": {"background": "#ffffff", "border": "#B07AA1"}}, "size": 12.4, "font": {"size": 0, "color": "#ffffff"}, "title": "chatterbox-tts==0.1.7 --no-deps", "community": 6, "community_name": "Community 6", "source_file": "requirements.txt", "file_type": "document", 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"community": 6, "community_name": "Community 6", "source_file": "tmp/logs.txt", "file_type": "document", "degree": 2}, {"id": "logs_s3_pollinations", "label": "s3 Pollinations translate", "color": {"background": "#B07AA1", "border": "#B07AA1", "highlight": {"background": "#ffffff", "border": "#B07AA1"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "s3 Pollinations translate", "community": 6, "community_name": "Community 6", "source_file": "tmp/logs.txt", "file_type": "document", "degree": 2}, {"id": "logs_s4_tts_109s", "label": "s4_tts duration 1m 49s", "color": {"background": "#B07AA1", "border": "#B07AA1", "highlight": {"background": "#ffffff", "border": "#B07AA1"}}, "size": 11.2, "font": {"size": 0, "color": "#ffffff"}, "title": "s4_tts duration 1m 49s", "community": 6, "community_name": "Community 6", "source_file": "tmp/logs.txt", "file_type": "document", "degree": 2}, {"id": "logs_s5_pause_aware", "label": "s5 pause-aware sync", "color": {"background": 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"community": 6, "community_name": "Community 6", "source_file": "tmp/concat_list.txt", "file_type": "document", "degree": 1}];
+const RAW_EDGES = [{"from": "server_py", "to": "server_default_artifacts_root", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_parse_allowed_origins", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_download_url", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_is_allowed_video_host", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_probe_duration_seconds", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_gpu_available", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_queue_depth", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_is_job_active", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_release_session_lock", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_demo_video_id", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_collect_demo_videos", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_queue_status_for", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_config_languages", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_chatterbox_language_options", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_omnivoice_language_options", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_qwen3_language_options", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_artifact_reaper_loop", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_enforce_content_length_limit", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_run_pipeline_async", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_health", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_config", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_list_demo_videos", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_stream_demo_video", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_get_showcase", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_create_job", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_job_status_poll", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_modelselection", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_select_model", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_get_preview_audio", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_job_result", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_startup_event", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_shutdown_event", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_nocachestaticmiddleware", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_local_content_length", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_py", "to": "server_rationale_1", "label": "rationale_for", "title": "rationale_for [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_download_url", "to": "server_create_job", "label": "calls", "title": "calls [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_download_url", "to": "server_rationale_133", "label": "rationale_for", "title": "rationale_for [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_is_allowed_video_host", "to": "server_create_job", "label": "calls", "title": "calls [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_is_allowed_video_host", "to": "server_rationale_155", "label": "rationale_for", "title": "rationale_for [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_probe_duration_seconds", "to": "server_create_job", "label": "calls", "title": "calls [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_probe_duration_seconds", "to": "server_rationale_170", "label": "rationale_for", "title": "rationale_for [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_gpu_available", "to": "server_health", "label": "calls", "title": "calls [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_gpu_available", "to": "server_rationale_193", "label": "rationale_for", "title": "rationale_for [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_queue_depth", "to": "server_health", "label": "calls", "title": "calls [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_queue_depth", "to": "server_rationale_204", "label": "rationale_for", "title": "rationale_for [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_is_job_active", "to": "server_create_job", "label": "calls", "title": "calls [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_is_job_active", "to": "server_rationale_209", "label": "rationale_for", "title": "rationale_for [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_release_session_lock", "to": "server_run_pipeline_async", "label": "calls", "title": "calls [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_demo_video_id", "to": "server_collect_demo_videos", "label": "calls", "title": "calls [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_demo_video_id", "to": "server_get_showcase", "label": "calls", "title": "calls [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_demo_video_id", "to": "server_rationale_225", "label": "rationale_for", "title": "rationale_for [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_demo_video_id", "to": "core_vq_distributedgroupresidualvectorquantization_encode", "label": "calls", "title": "calls [INFERRED]", "dashes": true, "width": 1, "color": {"opacity": 0.35}, "confidence": "INFERRED"}, {"from": "server_collect_demo_videos", "to": "server_list_demo_videos", "label": "calls", "title": "calls [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_collect_demo_videos", "to": "server_stream_demo_video", "label": "calls", "title": "calls [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_collect_demo_videos", "to": "server_rationale_231", "label": "rationale_for", "title": "rationale_for [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_queue_status_for", "to": "server_run_pipeline_async", "label": "calls", "title": "calls [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_queue_status_for", "to": "server_rationale_268", "label": "rationale_for", "title": "rationale_for [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_config_languages", "to": "server_config", "label": "calls", "title": "calls [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_config_languages", "to": "server_rationale_305", "label": "rationale_for", "title": "rationale_for [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_chatterbox_language_options", "to": "server_config", "label": "calls", "title": "calls [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_omnivoice_language_options", "to": "server_config", "label": "calls", "title": "calls [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_qwen3_language_options", "to": "server_config", "label": "calls", "title": "calls [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_artifact_reaper_loop", "to": "server_startup_event", "label": "calls", "title": "calls [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_artifact_reaper_loop", "to": "server_rationale_330", "label": "rationale_for", "title": "rationale_for [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_enforce_content_length_limit", "to": "server_local_content_length", "label": "calls", "title": "calls [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_enforce_content_length_limit", "to": "server_rationale_359", "label": "rationale_for", "title": "rationale_for [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_enforce_content_length_limit", "to": "app_content_length_middleware", "label": "calls", "title": "calls [INFERRED]", "dashes": true, "width": 1, "color": {"opacity": 0.35}, "confidence": "INFERRED"}, {"from": "server_run_pipeline_async", "to": "server_create_job", "label": "calls", "title": "calls [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_run_pipeline_async", "to": "server_rationale_381", "label": "rationale_for", "title": "rationale_for [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_run_pipeline_async", "to": "app_run_pipeline", "label": "calls", "title": "calls [INFERRED]", "dashes": true, "width": 1, "color": {"opacity": 0.35}, "confidence": "INFERRED"}, {"from": "server_list_demo_videos", "to": "server_rationale_595", "label": "rationale_for", "title": "rationale_for [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_stream_demo_video", "to": "server_rationale_602", "label": "rationale_for", "title": "rationale_for [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_get_showcase", "to": "server_rationale_617", "label": "rationale_for", "title": "rationale_for [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_create_job", "to": "server_rationale_650", "label": "rationale_for", "title": "rationale_for [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_job_status_poll", "to": "server_rationale_766", "label": "rationale_for", "title": "rationale_for [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_modelselection", "to": "basemodel", "label": "inherits", "title": "inherits [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_select_model", "to": "server_rationale_788", "label": "rationale_for", "title": "rationale_for [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_get_preview_audio", "to": "server_rationale_807", "label": "rationale_for", "title": "rationale_for [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_job_result", "to": "server_rationale_832", "label": "rationale_for", "title": "rationale_for [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_startup_event", "to": "server_rationale_850", "label": "rationale_for", "title": "rationale_for [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_nocachestaticmiddleware", "to": "basehttpmiddleware", "label": "inherits", "title": "inherits [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "server_nocachestaticmiddleware", "to": "server_nocachestaticmiddleware_dispatch", "label": "method", "title": "method [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "pipeline_py", "to": "pipeline_log_step_done", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "pipeline_py", "to": "pipeline_run_pipeline", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "pipeline_py", "to": "pipeline_collect_output", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "pipeline_py", "to": "pipeline_main", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "pipeline_py", "to": "pipeline_rationale_2", "label": "rationale_for", "title": "rationale_for [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "pipeline_log_step_done", "to": "pipeline_run_pipeline", "label": "calls", "title": "calls [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "pipeline_log_step_done", "to": "pipeline_rationale_30", "label": "rationale_for", "title": "rationale_for [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "pipeline_run_pipeline", "to": "pipeline_main", "label": "calls", "title": "calls [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "pipeline_run_pipeline", "to": "pipeline_rationale_81", "label": "rationale_for", "title": "rationale_for [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "pipeline_run_pipeline", "to": "s1_extract_audio_extract_audio", "label": "calls", "title": "calls [INFERRED]", "dashes": true, "width": 1, "color": {"opacity": 0.35}, "confidence": "INFERRED"}, {"from": "pipeline_run_pipeline", "to": "s1_extract_audio_extract_audio_hq", "label": "calls", "title": "calls [INFERRED]", "dashes": true, "width": 1, "color": {"opacity": 0.35}, "confidence": "INFERRED"}, {"from": "pipeline_run_pipeline", "to": "s1b_separate_separate_audio", "label": "calls", "title": "calls [INFERRED]", "dashes": true, "width": 1, "color": 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{"opacity": 0.35}, "confidence": "INFERRED"}, {"from": "pipeline_run_pipeline", "to": "s6_merge_merge_audio_video", "label": "calls", "title": "calls [INFERRED]", "dashes": true, "width": 1, "color": {"opacity": 0.35}, "confidence": "INFERRED"}, {"from": "pipeline_collect_output", "to": "pipeline_main", "label": "calls", "title": "calls [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "pipeline_collect_output", "to": "pipeline_rationale_304", "label": "rationale_for", "title": "rationale_for [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "app_py", "to": "app_content_length_middleware", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "app_py", "to": "app_health", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, 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{"from": "frontend_indexhtml", "to": "frontend_appjs_ref", "label": "loads", "title": "loads [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "frontend_app_panel", "to": "frontend_voice_mode_selector", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "frontend_app_panel", "to": "frontend_lang_select", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "logs_pipeline_run", "to": "logs_s1b_demucs_mps", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "logs_pipeline_run", "to": "logs_s2_mlx_whisper", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "logs_pipeline_run", "to": "logs_s3_pollinations", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "logs_pipeline_run", "to": "logs_s4_tts_109s", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "logs_pipeline_run", "to": "logs_s5_pause_aware", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "logs_pipeline_run", "to": "logs_s6_captions", "label": "contains", "title": "contains [EXTRACTED]", "dashes": false, "width": 2, "color": {"opacity": 0.7}, "confidence": "EXTRACTED"}, {"from": "logs_s5_pause_aware", "to": "concat_list_synced", "label": "output_of", "title": "output_of [INFERRED]", "dashes": true, "width": 1, "color": {"opacity": 0.35}, "confidence": "INFERRED"}];
+const LEGEND = [{"cid": 0, "color": "#4E79A7", "label": "Community 0", "count": 141}, {"cid": 1, "color": "#F28E2B", "label": "Community 1", "count": 82}, {"cid": 2, "color": "#E15759", "label": "Community 2", "count": 68}, {"cid": 3, "color": "#76B7B2", "label": "Community 3", "count": 61}, {"cid": 4, "color": "#59A14F", "label": "Community 4", "count": 54}, {"cid": 5, "color": "#EDC948", "label": "Community 5", "count": 51}, {"cid": 6, "color": "#B07AA1", "label": "Community 6", "count": 49}, {"cid": 7, "color": "#FF9DA7", "label": "Community 7", "count": 40}, {"cid": 8, "color": "#9C755F", "label": "Community 8", "count": 37}, {"cid": 9, "color": "#BAB0AC", "label": "Community 9", "count": 35}, {"cid": 10, "color": "#4E79A7", "label": "Community 10", "count": 34}, {"cid": 11, "color": "#F28E2B", "label": "Community 11", "count": 30}, {"cid": 12, "color": "#E15759", "label": "Community 12", "count": 27}, {"cid": 13, "color": "#76B7B2", "label": "Community 13", "count": 12}, {"cid": 14, "color": "#59A14F", "label": "Community 14", "count": 10}, {"cid": 15, "color": "#EDC948", "label": "Community 15", "count": 9}, {"cid": 16, "color": "#B07AA1", "label": "Community 16", "count": 6}, {"cid": 17, "color": "#FF9DA7", "label": "Community 17", "count": 2}, {"cid": 18, "color": "#9C755F", "label": "Community 18", "count": 2}, {"cid": 19, "color": "#BAB0AC", "label": "Community 19", "count": 1}, {"cid": 20, "color": "#4E79A7", "label": "Community 20", "count": 1}, {"cid": 21, "color": "#F28E2B", "label": "Community 21", "count": 1}, {"cid": 22, "color": "#E15759", "label": "Community 22", "count": 1}, {"cid": 23, "color": "#76B7B2", "label": "Community 23", "count": 1}, {"cid": 24, "color": "#59A14F", "label": "Community 24", "count": 1}, {"cid": 25, "color": "#EDC948", "label": "Community 25", "count": 1}, {"cid": 26, "color": "#B07AA1", "label": "Community 26", "count": 1}, {"cid": 27, "color": "#FF9DA7", "label": "Community 27", "count": 1}, {"cid": 28, "color": "#9C755F", "label": "Community 28", "count": 1}, {"cid": 29, "color": "#BAB0AC", "label": "Community 29", "count": 1}, {"cid": 30, "color": "#4E79A7", "label": "Community 30", "count": 1}, {"cid": 31, "color": "#F28E2B", "label": "Community 31", "count": 1}, {"cid": 32, "color": "#E15759", "label": "Community 32", "count": 1}, {"cid": 33, "color": "#76B7B2", "label": "Community 33", "count": 1}, {"cid": 34, "color": "#59A14F", "label": "Community 34", "count": 1}, {"cid": 35, "color": "#EDC948", "label": "Community 35", "count": 1}, {"cid": 36, "color": "#B07AA1", "label": "Community 36", "count": 1}, {"cid": 37, "color": "#FF9DA7", "label": "Community 37", "count": 1}, {"cid": 38, "color": "#9C755F", "label": "Community 38", "count": 1}, {"cid": 39, "color": "#BAB0AC", "label": "Community 39", "count": 1}, {"cid": 40, "color": "#4E79A7", "label": "Community 40", "count": 1}, {"cid": 41, "color": "#F28E2B", "label": "Community 41", "count": 1}, {"cid": 42, "color": "#E15759", "label": "Community 42", "count": 1}, {"cid": 43, "color": "#76B7B2", "label": "Community 43", "count": 1}, {"cid": 44, "color": "#59A14F", "label": "Community 44", "count": 1}, {"cid": 45, "color": "#EDC948", "label": "Community 45", "count": 1}, {"cid": 46, "color": "#B07AA1", "label": "Community 46", "count": 1}, {"cid": 47, "color": "#FF9DA7", "label": "Community 47", "count": 1}, {"cid": 48, "color": "#9C755F", "label": "Community 48", "count": 1}, {"cid": 49, "color": "#BAB0AC", "label": "Community 49", "count": 1}, {"cid": 50, "color": "#4E79A7", "label": "Community 50", "count": 1}, {"cid": 51, "color": "#F28E2B", "label": "Community 51", "count": 1}, {"cid": 52, "color": "#E15759", "label": "Community 52", "count": 1}, {"cid": 53, "color": "#76B7B2", "label": "Community 53", "count": 1}, {"cid": 54, "color": "#59A14F", "label": "Community 54", "count": 1}, {"cid": 55, "color": "#EDC948", "label": "Community 55", "count": 1}, {"cid": 56, "color": "#B07AA1", "label": "Community 56", "count": 1}, {"cid": 57, "color": "#FF9DA7", "label": "Community 57", "count": 1}, {"cid": 58, "color": "#9C755F", "label": "Community 58", "count": 1}, {"cid": 59, "color": "#BAB0AC", "label": "Community 59", "count": 1}, {"cid": 60, "color": "#4E79A7", "label": "Community 60", "count": 1}, {"cid": 61, "color": "#F28E2B", "label": "Community 61", "count": 1}, {"cid": 62, "color": "#E15759", "label": "Community 62", "count": 1}, {"cid": 63, "color": "#76B7B2", "label": "Community 63", "count": 1}, {"cid": 64, "color": "#59A14F", "label": "Community 64", "count": 1}];
 
 // HTML-escape helper — prevents XSS when injecting graph data into innerHTML
 function esc(s) {