Who is sum-engine for?

sum-engine is an open-source project built for developers and researchers in knowledge graphs and verifiable credentials.

Does sum-engine have a free plan?

Yes — sum-engine is open source under the Apache-2.0 license and free to use.

What platforms does sum-engine run on?

sum-engine runs on the command line.

Is sum-engine still maintained?

The GitHub repository shows 514 commits in the last 90 days.

What are alternatives to sum-engine?

Similar projects tracked by PulseGate include Cliprise, chi-ai, and AI DocuChat.

Who makes sum-engine?

sum-engine is developed by OtotaO.

When did sum-engine launch?

sum-engine first shipped in 2024.

Back to the index

sum-engine

Name: sum-engine
Author: OtotaO

github.comInfrastructure

sum-engine is an open-source CLI tool for bidirectional knowledge distillation, producing cryptographically attested bundles (HMAC, Ed25519, W3C VC 2.0). It enables secure, verifiable knowledge transfer and credentialing for developers and researchers working with semantic web technologies.

Open SourceApache-2.0CLI

Visit github.com

9stars

5features

2024since

Overview

5 features

sum-engine is an AI & ML project. It focuses on enabling secure, verifiable knowledge distillation and credentialing using cryptographic methods. It is built as an open-source project for developers and researchers in knowledge graphs and verifiable credentials. sum-engine is open source under the Apache-2.0 license. It ships for the command line.

Behind sum-engine is OtotaO, and it first shipped in 2024. The project is developed in the open on GitHub with 514 commits in the last 90 days. Among its 5 catalogued features are knowledge distillation, cryptographic attestation, and verifiable credentials.

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

Knowledge distillation
Cryptographic attestation
Verifiable credentials
CLI interface
Semantic web support

Built with & integrations

AI providers

anthropicopenai

Runs on

CLI

Trust & compliance

License

Apache-2.0

Verified signals

HTTPSOpen SourceFree tierGitHub · ★ 9Active maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed27 Jun · 11:07 UTC
Listing verified against its public source
Source: PulseGate · Open

Frequently asked questions about sum-engine

What is sum-engine?: Sum-engine focuses on enabling secure, verifiable knowledge distillation and credentialing using cryptographic methods. It is catalogued under AI & ML on PulseGate.
Who is sum-engine for?: sum-engine is an open-source project built for developers and researchers in knowledge graphs and verifiable credentials.
Does sum-engine have a free plan?: Yes — sum-engine is open source under the Apache-2.0 license and free to use.
What platforms does sum-engine run on?: sum-engine runs on the command line.
Is sum-engine still maintained?: The GitHub repository shows 514 commits in the last 90 days.
What are alternatives to sum-engine?: Similar projects tracked by PulseGate include Cliprise, chi-ai, and AI DocuChat.Cliprise chi-ai AI DocuChat
Who makes sum-engine?: sum-engine is developed by OtotaO.
When did sum-engine launch?: sum-engine first shipped in 2024.

At a glance

Platforms: Cli
Languages: English
Open source: Yes · ★ 9
License: Apache-2.0
Built for: Developers and researchers in knowledge graphs and verifiable credentials
Model: Open source
Solves: Enabling secure, verifiable knowledge distillation and credentialing using cryptographic methods.

Registered as

GitHub: OtotaO/SUM
PyPI: sum-engine

Developer

OtotaO

Small team

GitHub

Open source

View on GitHub

Stars: 9
Forks: 0
Open issues: 13
Last commit: 27 Jun 2026
Commits 90d: 514
Contributors: 5
Authorship: Small team
Default branch: main
Latest release: v0.8.1 · 20 Jun 2026

Live coverage

Identity confidence: Low · 64
Indexed: 27 Jun 2026
Lifecycle: Unverified
Last seen: 27 Jun 2026

Identity audit (12)

Slug: sum-engine-pypi-org
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: 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: 27 Jun 2026
Canonical URL: https://github.com/OtotaO/SUM

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