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33![ CI] ( https://github.com/google-research/perch-hoplite/actions/workflows/ci_uv.yml/badge.svg )
44
5- > ** Note:** Hoplite is currently going through a major API redesign and some
6- > parts are still moving.
7- >
8- > For non-critical work or if you want to see what's coming, try the latest code
9- > from this repo.
10- >
11- > If you've used Hoplite before, make sure you only install ` perch-hoplite<1.0 `
12- > for now, and wait for this note to be removed. We are aiming to release a
13- > stable version 1.0.0 in January 2026.
14-
155Hoplite is a system for storing large volumes of embeddings from machine
166perception models. We focus on combining vector search with active learning
177workflows, aka [ agile modeling] ( https://arxiv.org/abs/2505.03071 ) .
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21[project ]
32# Project metadata. Available keys are documented at:
43# https://packaging.python.org/en/latest/specifications/declaring-project-metadata
54name = " perch-hoplite"
6- version = " 1.0.0.dev9 "
5+ version = " 1.0.0"
76description = " Tooling for agile modeling on large machine perception embedding databases."
87readme = " README.md"
98requires-python = " >=3.10,<3.15"
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