Deploying & Testing AI (PyTorch/CLIP & llama.cpp) + ffmpeg for ISEmedia Indexing

[Chip (OP)]

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ListAttBBC  |  v6.7.1  |  2026-09-01  |  Andrew.human & Claude.ai

#	File	Size	Downloads	Info	DL
00	Checkpoint-2026-09-01-llama-cpp-listatt-collabcore.md	25.1 KB	0	ℹ️	⬇️
Attachment ID 5927 Filename (display) Checkpoint-2026-09-01-llama-cpp-listatt-collabcore.md File extension md MIME type Size 25.1 KB (25702 bytes) Downloads 0 Dimensions n/a Uploaded by Guest Message ID 49514 Attachment type Normal attachment (0) Storage folder ID 2 Thumbnail attach ID none File hash 1f04435c6ea3fb7c6f8c162fc966fa7cfc0fcbbc Approved Yes Filename (on disk) 5927_1f04435c6ea3fb7c6f8c162fc966fa7cfc0fcbbc Storage directory 2 (/var/www/html/attachments2) File exists on disk? Yes (core)
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01	Project AI -- PyTorch-CLIP -- llama.cpp builds, rebuilds and ffmpeg -- Completed.pdf	9.3 MB	3	ℹ️	⬇️
Attachment ID 5928 Filename (display) Project AI -- PyTorch-CLIP -- llama.cpp builds, rebuilds and ffmpeg -- Completed.pdf File extension pdf MIME type Size 9.3 MB (9773771 bytes) Downloads 3 Dimensions n/a Uploaded by Guest Message ID 49514 Attachment type Normal attachment (0) Storage folder ID 2 Thumbnail attach ID none File hash dcf87ebbf2f8cd9c2310b401d2bc766d3a0744f7 Approved Yes Filename (on disk) not found on disk Storage directory unresolved File exists on disk? No
smfadmin — Today at 02:30:00 PM Chip — Today at 12:33:22 PM

New conversation, Gemini responds to Claude's checkpoint (attached):

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Checkpoint locked in and fully understood. The massive overnight sprint successfully stabilized the PyTorch/CLIP stack, validated FFmpeg and llama.cpp/SmolVLM multimodal captioning on Live, overhauled search-query logging and rotation, and completed the ListAttBBC/CollabCore consolidation.

We are completely aligned with the standing constraints (preserving /usr/local/bin/python3.8, minding the 2GB RAM limit on Live, using \grep, and incrementing version numbers on all substantive revisions).

Immediate Next Steps for This Session

We can pick up directly with the prioritized task list from the checkpoint:

• 1. Audio Transcription Test: Run Qwen3-ASR-0.6B against the extracted /root/video_audio.wav on Live using llama-mtmd-cli.

• 2. Code & Alias Housekeeping:

• Patch MiscSearch.py's hardcoded ISE_text_viewer.html reference to point at Sources/CollabCore/.

• Update the cc shell alias from /var/www/html/CollabCore to the renamed /var/www/html/Collabware.

• Verify that removing the vestigial qf_search_bridge.php exception from .htaccess causes no regressions.

• 3. Core Integration:

Wire real CLIP vector embeddings and SmolVLM short captions into  MediaIndexer.py and MediaSearch.py's SimilarityRule to replace the mock media_store.json data.

Shall we kick things off by executing the Qwen3-ASR transcription test on Live, or would you prefer to knock out the quick path and alias patches first?

ChatGPT's Analysis:

[smfadmin]

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ffmpeg -i /root/instagram-1787449936704.mp4 -vn -acodec pcm_s16le -ar 16000 -ac 1 /root/video_audio.wav -y