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verbatimeter

PyPI·Infrastructure

verbatimeter is a CLI tool for deterministically verifying the groundedness of AI-generated text. It highlights verbatim and paraphrased reuse, counts differing tokens, and helps gate pipelines on fabricated quotations. Designed for AI researchers and developers working with LLM outputs.

Open SourceMITCLI
Visit PyPI↗
1star
5features
2026since

Overview

5 features

In the LLM eval & observability space, verbatimeter takes a focused approach. It focuses on ensuring AI-generated text is properly grounded in its source and detecting fabricated or paraphrased content. verbatimeter is an open-source project aimed at ai researchers. The project is open source (MIT). It runs on the command line.

Behind verbatimeter is pierreolivierbonin, and it first shipped in 2026. The project is developed in the open on GitHub with 48 commits in the last 90 days. Key capabilities include groundedness verification, text reuse detection, and token difference counting.

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

  • ✓Groundedness verification
  • ✓Text reuse detection
  • ✓Token difference counting
  • ✓Quotation gating
  • ✓Multilingual support
Tags
groundedness-evaluationtext-verificationrag-pipeline
AI capabilities
Text
Inference: LocalWeights: Open

Built with & integrations

Runs on
CLI

Trust & compliance

License
MIT
Verified signals
✓HTTPS✓Open Source✓Free tier✓GitHub · ★ 1✓Active maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed10 Jul · 19:58 UTC
    verbatimeter verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about verbatimeter

What does verbatimeter do?
Verbatimeter focuses on ensuring AI-generated text is properly grounded in its source and detecting fabricated or paraphrased content. It is catalogued under LLM eval & observability on PulseGate.
Who should use verbatimeter?
verbatimeter is an open-source project built for ai researchers.
Does verbatimeter have a free plan?
Yes — verbatimeter is open source under the MIT license and free to use.
What platforms does verbatimeter run on?
verbatimeter runs on the command line.
Is verbatimeter still maintained?
The GitHub repository shows 48 commits in the last 90 days.
What projects are similar to verbatimeter?
Similar projects tracked by PulseGate include constraintloop, trajectory-judge, and DeFake.constraintlooptrajectory-judgeDeFake
Who makes verbatimeter?
verbatimeter is developed by pierreolivierbonin.
When did verbatimeter launch?
verbatimeter first shipped in 2026.

At a glance

Platforms
Cli
Languages
English
Open source
Yes · ★ 1
License
MIT
First seen
10 Jul 2026
Built for
ai researchers
Model
Open source
Solves
Ensuring AI-generated text is properly grounded in its source and detecting fabricated or paraphrased content.

Registered as

GitHub
pierreolivierbonin/verbatimeter
PyPI
verbatimeter

Developer

pierreolivierbonin
Small team
↗ GitHub

Open source

View on GitHub →
Stars
1
Forks
0
Open issues
0
Last commit
10 Jul 2026
Commits 90d
48
Contributors
2
Authorship
Small team
Default branch
main
Latest release
v0.1.0 · 10 Jul 2026

Live coverage

Identity confidence
Low · 64
Indexed
10 Jul 2026
Lifecycle
Unverified
First seen
Jul 2026
Last seen
10 Jul 2026
Identity audit (12)
Slug
verbatimeter-pypi-org
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
10 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
12 Jul 2026
Canonical URL
https://pypi.org/project/verbatimeter

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