Who is ragbits-guardrails for?

ragbits-guardrails is an open-source project built for AI developers.

Does ragbits-guardrails have a free plan?

Yes — ragbits-guardrails is open source under the MIT license and free to use.

What platforms does ragbits-guardrails run on?

ragbits-guardrails runs on the command line.

Is ragbits-guardrails still maintained?

The GitHub repository shows 21 commits in the last 90 days.

What projects are similar to ragbits-guardrails?

Similar projects tracked by PulseGate include ragbits, ragbits-chat, and ragbits-agents.

Who makes ragbits-guardrails?

ragbits-guardrails is developed by deepsense.ai.

When did ragbits-guardrails launch?

ragbits-guardrails first shipped in 2024.

Back to the index

ragbits-guardrails

Name: ragbits-guardrails
Author: deepsense.ai

PyPIInfrastructure

ragbits-guardrails is an open-source Python module that provides guardrails and evaluation tools for Ragbits GenAI components. It helps developers ensure the safety and reliability of generative AI applications by enforcing constraints and monitoring outputs.

Open SourceMITCLI

Visit PyPI

1.7kstars

139forks

3features

2024since

Overview

3 features

ragbits-guardrails sits in PulseGate's AI security & guardrails category. It focuses on ensuring safe and reliable operation of GenAI components by providing guardrails and evaluation tools. It is built as an open-source project for AI developers. The project is open source (MIT). It ships for the command line.

deepsense.ai builds and maintains ragbits-guardrails, and it first shipped in 2024. Development happens publicly on GitHub with 1.7k stars and 21 commits in the last 90 days. Key capabilities include guardrails enforcement, genAI evaluation, and component integration.

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

Guardrails enforcement
GenAI evaluation
Component integration

Built with & integrations

Runs on

CLI

Trust & compliance

License

MIT

Verified signals

HTTPSOpen SourceActive maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed27 Jun · 06:03 UTC
Listing verified against its public source
Source: PulseGate · Open

Frequently asked questions about ragbits-guardrails

What is ragbits-guardrails?: Ragbits-guardrails focuses on ensuring safe and reliable operation of GenAI components by providing guardrails and evaluation tools. It is catalogued under AI security & guardrails on PulseGate.
Who is ragbits-guardrails for?: ragbits-guardrails is an open-source project built for AI developers.
Does ragbits-guardrails have a free plan?: Yes — ragbits-guardrails is open source under the MIT license and free to use.
What platforms does ragbits-guardrails run on?: ragbits-guardrails runs on the command line.
Is ragbits-guardrails still maintained?: The GitHub repository shows 21 commits in the last 90 days.
What projects are similar to ragbits-guardrails?: Similar projects tracked by PulseGate include ragbits, ragbits-chat, and ragbits-agents.ragbits ragbits-chat ragbits-agents
Who makes ragbits-guardrails?: ragbits-guardrails is developed by deepsense.ai.
When did ragbits-guardrails launch?: ragbits-guardrails first shipped in 2024.

At a glance

Platforms: CLI
Languages: English
License: MIT
Built for: AI developers
Model: Open source
Solves: Ensuring safe and reliable operation of GenAI components by providing guardrails and evaluation tools.

Registered as

PyPI: ragbits-guardrails

Developer

deepsense.ai

Community-driven

Open source

Stars: 1,651
Forks: 139
Open issues: 50
Last commit: 18 May 2026
Commits 90d: 21
Contributors: 45
Authorship: Community-driven
Default branch: main
Latest release: v1.6.2 · 31 Mar 2026

Index record

Indexed: 27 Jun 2026
Lifecycle: Alive
Last seen: 27 Jun 2026

Identity audit (12)

Slug: ragbits-guardrails-pypi-org
Lifecycle last checked: 8 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 27 Jun 2026
Timeline basis: Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from: Written by a language model from the project's public pages.
Category from: Recorded source: taxonomy-pass-b.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Canonical URL: https://pypi.org/project/ragbits-guardrails

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