Who should use okf-ingest?

okf-ingest is an open-source project built for data engineers.

Does okf-ingest have a free plan?

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

What platforms does okf-ingest run on?

okf-ingest runs on the command line.

Is okf-ingest still active?

The GitHub repository shows 27 commits in the last 90 days.

What projects are similar to okf-ingest?

Similar projects tracked by PulseGate include okf-kit, okfgen, and okft.

Who develops okf-ingest?

okf-ingest is developed by travisjakel.

How long has okf-ingest been around?

okf-ingest first shipped in 2026.

Back to the index

okf-ingest

Name: okf-ingest
Author: travisjakel

PyPIInfrastructure

okf-ingest is an open-source CLI tool that enables deterministic, agent-free ingestion of Open Knowledge Format (OKF) bundles. It validates, loads, renders, graphs, and semantically searches OKF data, integrating with DuckDB. Designed for data engineers working with knowledge bundles in Python or R environments.

Open SourceApache-2.0CLI

Visit PyPI

1star

5features

2026since

Overview

5 features

In the Infrastructure & Backend space, okf-ingest takes a focused approach. It focuses on automating the ingestion, validation, and semantic search of Open Knowledge Format bundles without agents. okf-ingest is an open-source project aimed at data engineers. okf-ingest is open source under the Apache-2.0 license. It runs on the command line.

travisjakel builds and maintains okf-ingest, and it first shipped in 2026. Development happens publicly on GitHub with 27 commits in the last 90 days. Among its 5 catalogued features are OKF validation, duckDB integration, and semantic search.

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

OKF validation
DuckDB integration
Semantic search
Graph rendering
Bundle ingestion

Built with & integrations

Runs on

CLI

Trust & compliance

License

Apache-2.0

Verified signals

HTTPSOpen SourceFree tierGitHub · ★ 1Active maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed2 Jul · 17:59 UTC
okf-ingest verified against its public source
Source: PulseGate · Open

Frequently asked questions about okf-ingest

What is okf-ingest?: Okf-ingest focuses on automating the ingestion, validation, and semantic search of Open Knowledge Format bundles without agents. It is catalogued under Infrastructure & Backend on PulseGate.
Who should use okf-ingest?: okf-ingest is an open-source project built for data engineers.
Does okf-ingest have a free plan?: Yes — okf-ingest is open source under the Apache-2.0 license and free to use.
What platforms does okf-ingest run on?: okf-ingest runs on the command line.
Is okf-ingest still active?: The GitHub repository shows 27 commits in the last 90 days.
What projects are similar to okf-ingest?: Similar projects tracked by PulseGate include okf-kit, okfgen, and okft.okf-kit okfgen okft
Who develops okf-ingest?: okf-ingest is developed by travisjakel.
How long has okf-ingest been around?: okf-ingest first shipped in 2026.

At a glance

Platforms: Cli
Languages: English
Open source: Yes · ★ 1
License: Apache-2.0
First seen: 2 Jul 2026
Built for: data engineers
Model: Open source
Solves: Automating the ingestion, validation, and semantic search of Open Knowledge Format bundles without agents.

Registered as

GitHub: travisjakel/okf-ingest
PyPI: okf-ingest

Developer

travisjakel

Solo developer

GitHub

Open source

View on GitHub

Stars: 1
Forks: 0
Open issues: 0
Last commit: 2 Jul 2026
Commits 90d: 27
Contributors: 1
Authorship: Solo
Default branch: main

Index record

Identity confidence: Low · 64
Indexed: 2 Jul 2026
Lifecycle: Alive
First seen: Jul 2026
Last seen: 2 Jul 2026

Identity audit (12)

Slug: okf-ingest-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: 2 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.
Canonical URL: https://pypi.org/project/okf-ingest

Ship this? Send a correction — no account, and you get a link to follow it.

Similar projects

Closest matches by what these projects do