From 1,000 chunks to 1 document maps.
Traditional RAG can return 1,000 โrelevantโ chunks โ and still leave the agent lost.
We wrote about how Linkly AIโs Outlines Index helps agents search, browse, and read documents more like humans do.
Read more โฌ๏ธ
https://t.co/K1MtlfV1aU
What is Linkly AI?
Linkly AI builds a private context layer for every AI.
It turns personal and team documents into AI-ready context, helping AI agents search, understand, and use private knowledge more efficiently.Unlock the true value of your private data in the AI era.
@karpathy Wow, that's an excellent practice. If you need a more powerful and simpler local search engine, there's no need to develop it yourself. You can use https://t.co/BZHh36qMqW, which also supports CLI.
Linkly AI -v0.2.3 released ๐
1 [Improved] Significantly faster OCR image recognition: automatically skips small icons and thumbnails, ~3x faster processing for high-resolution images, reduced CPU usage
3. [Bug Fix] Fixed an issue where images pending indexing might not be processed after OCR model finished loading
4. [Bug Fix] Fixed CLI failing to run on some OpenClaw host Linux systems due to GLIBC version incompatibility
Linkly AI -v0.2.3 released ๐
1 [Improved] Significantly faster OCR image recognition: automatically skips small icons and thumbnails, ~3x faster processing for high-resolution images, reduced CPU usage
3. [Bug Fix] Fixed Windows cold-start issue where the launcher failed to appear or froze immediately after launch
4. [Bug Fix] Fixed Windows tray icon briefly showing an old icon on startup