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okf-ingest

PyPIInfrastructure

PulseGate's liveness check found it on 14 Sep 2026; it is registered on GitHub and PyPI and has been in the index since 2 Jul 2026. How this is checked

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.

Inferred · not functionally tested

Open SourceApache-2.0CLI
Visit PyPI
1star
5features
2026since

Overview

5 features

Purpose: Automating the ingestion, validation, and semantic search of Open Knowledge Format bundles without agents.

Inferred · not functionally tested

Audience: data engineers

Inferred · not functionally tested

Functions: data_extraction

Inferred · not functionally tested

Interfaces: API: unknown · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: unknown

Recorded constraints: pricing: open_source · license: Apache-2.0 · platforms: CLI · deployment: cli

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: pypi.org · github.com. These links do not verify the individual claims.

In the CLI tools & terminal space, okf-ingest takes a focused approach. Inferred · not functionally tested: It focuses on automating the ingestion, validation, and semantic search of Open Knowledge Format bundles without agents. Inferred · not functionally tested: okf-ingest is an open-source project aimed at data engineers. Basis unknown · not verified: okf-ingest is open source under the Apache-2.0 license. Basis unknown · not verified: 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. Inferred · not functionally tested: 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.

Tasks: Inferred · not functionally tested

  • OKF validation
  • DuckDB integration
  • Semantic search
  • Graph rendering
  • Bundle ingestion

Topics: Inferred · not functionally tested

Tags
okf-bundlesduckdb-catalogsemantic-searchdata-ingestioncli-tool

JSON profile · Text profile · Access guide

Built with & integrations

Runs on
CLI

Trust & compliance

License
Apache-2.0
Public signals
HTTPSOpen SourceFree tierGitHub · ★ 1Active maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed22 Sep · 19:53 UTC
    okf-ingest seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open

Frequently asked questions about okf-ingest

What is okf-ingest?
Inferred · not functionally tested: Okf-ingest focuses on automating the ingestion, validation, and semantic search of Open Knowledge Format bundles without agents. It is catalogued under CLI tools & terminal on PulseGate.
Who should use okf-ingest?
Inferred · not functionally tested: okf-ingest is an open-source project built for data engineers.
Does okf-ingest have a free plan?
Basis unknown · not verified: Yes — okf-ingest is open source under the Apache-2.0 license and free to use.
What platforms does okf-ingest run on?
Basis unknown · not verified: okf-ingest runs on the command line.
Is okf-ingest still active?
PulseGate's liveness check found it on 14 Sep 2026. Its 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-kitokfgenokft
Who develops okf-ingest?
okf-ingest is developed by travisjakel.
How long has okf-ingest been around?
okf-ingest first shipped in 2026.

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