Jina on GitHub Trending, New DocArray release & DiscoArt - now with Go Big!
All New Features
? DocArray
We released DocArray 0.15!
This release is all about making nested and multi-modal data more searchable, and thus brings you our headline feature: Subindices!
Subindices for all Document Stores
da = DocumentArray
subindex_configs={'@.[image]': None}, # add subindex for '@.[image]')
da['@.[image]'].embeddings = ... # add image embeddings
da.find(on='@.[image]') # find closest image; can also take '@c' etc.(
Read more about this feature in our?documentation. To see other improvements and bug fixes, check out our?full release notes.
? DiscoArt
Go Big is “upscaling” a DiscoArt image by iteratively invoking?????????????()?with the same set of configurations (but with higher?????????_????????) on each small sliding window. Each sliding window (say 256x256) is diffused to a higher resolution (say 512x512). All sliding windows are stitched together to form the final high-res image and overlapping areas are averaged.
Usage:
from discoart import create, go_big
doc = create()
doc = go_big(doc)gg
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AI experts Hermann Hauser , Arnold WM Smeulders , and our CEO, Dr. Han Xiao talked about the state of AI in Europe & the future of?“European Tech Sovereignty”?in a panel discussion organised by? IECT - Hermann Hauser ?and? AI Austria .
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