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sembra

PyPI·Infrastructure

Sembra provides a library for computing structural similarity scores between JSON-compatible data. It goes beyond simple text or key-value diffing to evaluate nested structure, ordering, and fuzzy equivalence. Useful for testing, data validation, and matching tasks in Python applications.

Open SourceMITCLIAPI
Visit PyPI↗

Overview

3 features

In the Other dev tools space, sembra takes a focused approach. Accurately comparing and scoring structural similarity between complex JSON-compatible data structures. sembra is an open-source project aimed at developers. sembra is open source under the MIT license. sembra is available on the command line and API.

nhemlos builds and maintains sembra, and it first shipped in 2026. Among its 3 catalogued features are structural comparison, fuzzy matching, and JSON diffing.

Summary written by a language model from the project’s public pages.

  • ✓Structural comparison
  • ✓Fuzzy matching
  • ✓JSON diffing
Tags
json-comparisonstructural-similaritydata-difffuzzy-matching

Built with & integrations

Runs on
CLIAPI-only

Trust & compliance

License
MIT
Verified signals
✓HTTPS✓Open Source✓GitHub

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed26 Jul · 05:52 UTC
    sembra verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about sembra

What is sembra?
Accurately comparing and scoring structural similarity between complex JSON-compatible data structures. It is catalogued under Other dev tools on PulseGate.
Who is sembra for?
sembra is an open-source project built for developers.
Is sembra free?
Yes — sembra is open source under the MIT license and free to use.
What platforms does sembra run on?
sembra runs on the command line and API.
Is sembra still maintained?
Unverified. sembra has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
What are alternatives to sembra?
Similar projects tracked by PulseGate include git-build-commit, funkuino, and click-docs.git-build-commitfunkuinoclick-docs
Who develops sembra?
sembra is developed by nhemlos.
How long has sembra been around?
sembra first shipped in 2026.

At a glance

Platforms
Cli
Languages
English
Open source
Yes (GitHub)
License
MIT
First seen
26 Jul 2026
Built for
developers
Model
Open source
Solves
Accurately comparing and scoring structural similarity between complex JSON-compatible data structures.

Registered as

GitHub
nhemlos/sembra
PyPI
sembra

Developer

nhemlos
↗ GitHub

Open source

View on GitHub →

Live coverage

Identity confidence
Low · 64
Indexed
26 Jul 2026
Lifecycle
Alive
First seen
Jul 2026
Last seen
26 Jul 2026
Identity audit (13)
Slug
sembra-pypi-org
Lifecycle state recorded
26 Jul 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
26 Jul 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Name from
Written by a language model from the project's public pages.
Category from
Assigned by a language model.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model from page content.
Last updated
26 Jul 2026
Canonical URL
https://pypi.org/project/sembra

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Also in Other dev tools

Same category — not a similarity match

  • GIgit-build-commitpypi.org
  • FUfunkuinopypi.org
  • CLclick-docsgithub.com
  • CNcnpj-valpypi.org
  • CNcnpj-genpypi.org
  • PRpre-commit-vauxoopypi.org