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Launch stable v1.0.0
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README.md

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![CI](https://github.com/google-research/perch-hoplite/actions/workflows/ci_uv.yml/badge.svg)
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> **Note:** Hoplite is currently going through a major API redesign and some
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> parts are still moving.
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>
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> For non-critical work or if you want to see what's coming, try the latest code
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> from this repo.
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>
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> If you've used Hoplite before, make sure you only install `perch-hoplite<1.0`
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> for now, and wait for this note to be removed. We are aiming to release a
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> stable version 1.0.0 in January 2026.
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Hoplite is a system for storing large volumes of embeddings from machine
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perception models. We focus on combining vector search with active learning
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workflows, aka [agile modeling](https://arxiv.org/abs/2505.03071).

pyproject.toml

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[project]
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# Project metadata. Available keys are documented at:
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# https://packaging.python.org/en/latest/specifications/declaring-project-metadata
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name = "perch-hoplite"
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version = "1.0.0.dev9"
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version = "1.0.0"
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description = "Tooling for agile modeling on large machine perception embedding databases."
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readme = "README.md"
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requires-python = ">=3.10,<3.15"

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