AI search for every photo and every frame of video on macOS
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This is 1 of 182 launches in ai video generation and editing tools — see how it stacks up on momentum and crowding →
403 other launches read as similar to this one →
Details
- External ID
- 49952111
- Source
- HN
- Company
- —
- Product
- AI search for every photo and every frame of video on macOS
- Website domain
- github.com
- Launched
- Oct. 4, 2026
- Cohort
- —
- Upvotes
- 178
- Upvotes percentile
- 0.9774436090225563
- Tags
- —
- Fetched at
- Oct. 8, 2026, 5:02 p.m.
- Updated at
- Oct. 8, 2026, 5:02 p.m.
Enrichment
- Niche
- ai video generation and editing tools
- Vertical
- Horizontal
- Function
- Search & retrieval
- Audience
- Prosumer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- visual search engine for local macos media
- Manually corrected
- False
Could you build this?
Partial Building a local GUI for search is easy, but performing frame-by-frame video decoding, vector embedding generation, and high-performance local vector similarity search across a Mac's entire media library requires deep hardware optimization.
What it would actually take: The app requires Swift/macOS integration with AVFoundation and Apple Silicon's Apple Neural Engine (ANE) via CoreML to run vision-language embedding models (like CLIP or MobileCLIP). The hard parts are efficient background video decoding/frame sampling without killing battery life, indexing millions of image/frame embeddings in a local vector database (such as sqlite-vec or hnswlib), and managing macOS disk permissions.
Discussion
20 comments analyzed.
Competitors mentioned: Apple Photos, Immich, Google Lens, Astra, Tesseract
Concerns raised: Vibe coding producing worse software, Long processing time for large video assets, Balanced sampling missing brief moments, High resource usage of Electron apps, Being sherlocked by OS-level features
Competitors
Other products that read as similar to this one — 403 launches clear the similarity bar, closest 8 shown.
Attention rank: #19 of 404 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 337 days after the earliest competitor.
- SCM · github · 2026-10-03 · 420 upvotes · similarity 0.91
- FilmDevelop · github · 2026-09-23 · 46 upvotes · similarity 0.54
- Find images by what they show, AI-rename them, and sort them easily · hn · 2026-08-17 · 10 upvotes · similarity 0.53
- Photoc · hn · 2026-10-03 · 63 upvotes · similarity 0.50
- PixelUp · hn · 2026-07-18 · 6 upvotes · similarity 0.49
- Seedance 2.0 · hn · 2026-02-13 · 5 upvotes · similarity 0.49
- HoneyComb · github · 2026-09-29 · 23 upvotes · similarity 0.48
- Lossless GIF recompression via exhaustive search · hn · 2026-06-22 · 5 upvotes · similarity 0.48
Other launches for this product
- No other launches for this product.