Smart Proxy Tagger: An Offline Video Footage Tagger for Videographers

说明与用途

Smart Proxy Tagger 让视频制作者在本地索引和搜索原始视频，避免上传到云端，使用 Temporal、带 pgvector 的 TimescaleDB 和本地 PaliGemma 模型。

问题

Freelance editors struggle to locate moments in large collections of raw footage while keeping client media on the laptop and avoiding cloud uploads.

结果

The tool enables offline indexing and search of raw video footage, preserving client confidentiality and eliminating cloud costs, while providing a simple UI and voice notification upon completion.

工作流

• Paste full path into UI
• Click "Index footage" to start Temporal workflow
• Temporal workflow samples frames every 5 seconds
• Local model captions each frame
• Embeddings are stored in TimescaleDB with pgvector
• Search UI queries the database for keyword or vector similarity
• ElevenLabs speaks a completion sentence
• Results displayed locally

证据

Freelance editors get a card full of interviews, B-roll, and one moment they cannot find.

来源

The only outbound media call is one spoken sentence when the index is finished, and that sentence never includes a frame or a file path.

来源

The indexer is built so a local open-weight model reads each sampled frame.

来源

Search rows live in TimescaleDB with pgvector, published on localhost.

来源