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guepard-relml

PyPI·Infrastructure

guepard-relml is a Python package that implements relational deep learning using graph neural networks (GraphSAGE) with a natural-language agent that operates directly over databases such as DuckDB. It allows users to query and run ML tasks on relational data through conversational interfaces.

Open SourceMITCLIAPI
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Overview

4 features

guepard-relml sits in PulseGate's AI & ML category. It focuses on interacting with and performing machine learning on relational databases using only natural language. guepard-relml is an open-source project aimed at developers. guepard-relml is open source under the MIT license. guepard-relml is available on the command line and API.

Behind guepard-relml is Guepard Corp, and it first shipped in 2026. Key capabilities include Natural Language Queries, Relational Deep Learning, and Graph Neural Networks.

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

  • ✓Natural Language Queries
  • ✓Relational Deep Learning
  • ✓Graph Neural Networks
  • ✓Database Agent
Tags
relational-mldatabase-agentgraph-neural-networksnatural-language-sql
AI capabilities
TextStructured
Inference: Cloud API

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. Indexed30 Jul · 13:48 UTC
    guepard-relml verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about guepard-relml

What is guepard-relml?
Guepard-relml focuses on interacting with and performing machine learning on relational databases using only natural language. It is catalogued under AI & ML on PulseGate.
Who should use guepard-relml?
guepard-relml is an open-source project built for developers.
Is guepard-relml free?
Yes — guepard-relml is open source under the MIT license and free to use.
What platforms does guepard-relml run on?
guepard-relml runs on the command line and API.
Is guepard-relml still active?
Unverified. guepard-relml 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 projects are similar to guepard-relml?
Similar projects tracked by PulseGate include Cliprise, chi-ai, and AI DocuChat.Cliprisechi-aiAI DocuChat
Who makes guepard-relml?
guepard-relml is developed by Guepard Corp.
How long has guepard-relml been around?
guepard-relml first shipped in 2026.

At a glance

Platforms
Cli
Languages
English
Open source
Yes (GitHub)
License
MIT
First seen
30 Jul 2026
Built for
developers
Model
Open source
Solves
Interacting with and performing machine learning on relational databases using only natural language.

Registered as

GitHub
Guepard-Corp/relml
PyPI
guepard-relml

Developer

Guepard Corp
↗ GitHub

Open source

View on GitHub →

Live coverage

Identity confidence
Low · 64
Indexed
30 Jul 2026
Lifecycle
Alive
First seen
Jul 2026
Last seen
30 Jul 2026
Identity audit (13)
Slug
guepard-relml-pypi-org
Lifecycle state recorded
30 Jul 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
30 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
30 Jul 2026
Canonical URL
https://pypi.org/project/guepard-relml

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