SHUKA 100% offline

Sources

Knowledge with a paper trail.

Shuka's corpus is eight published extension documents — about 850 pages — each license-verified before a single passage was indexed. If we can't name the page an answer came from, the answer doesn't ship.

The corpus

Indexed and answering.

Integrated Management of the Fall Armyworm on Maize — A Guide for Farmer Field Schools in AfricaFAO · 2018 · 139 ppFAO non-commercial
Save and Grow: Cassava — A Guide to Sustainable Production IntensificationFAO · 2013 · 142 ppFAO non-commercial
Save and Grow in Practice: Maize · Rice · WheatFAO · 2016 · 124 ppFAO non-commercial
Tomato Integrated Pest Management: An Ecological GuideFAO · 2000 · 205 ppFAO open access
Maize–Legume Cropping GuideASHC / CABI · 2016 · 88 ppCC BY 3.0
Facilitator's Guide for Cassava-Based TrainingIITA · 2025 · 33 ppCC BY 4.0
Rice Cultivation HandbookIRRI · 2024 · 36 ppCC BY 4.0
Training Manual on Tomato Value AdditionIITA · 2025 · 83 ppCC BY 4.0

Licenses were verified in the documents themselves or in their repository records, not assumed. The full table — with URLs, verification notes and page counts — is corpus/SOURCES.md in the repository. Because several licenses are non-commercial, the source PDFs are fetched by script rather than redistributed; the built index ships with attribution.

What we left out

The documents we found and did not index.

An honest corpus is defined as much by its exclusions.

Staged, awaiting clearance

NAERLS extension bulletins

Nigeria's national extension bulletins on maize, cassava, rice and tomato — the most locally-specific material there is — carry no license statement. They sit quarantined outside the index until cleared, and they are first in the roadmap.

Rejected

IITA vegetable IPM guide (2010)

Downloaded, then found to state "no reproduction without written permission of the publisher." Deleted. Excellent content is not a license.

Unverified

AfricaRice production handbooks

The best practical West African rice manuals name no license and parts of the PDFs carry broken font encoding. Held out of the index on both grounds.

Why this matters

Advice you can check is advice you can trust.

Every Shuka answer names its documents and pages, so an extension officer can open the manual and verify — or overrule. That is the relationship the tool is built for: it hands professionals a faster index into literature they already trust, not a rival authority.

1,308 passages.
8 manuals.
Every one cited.

~850 pages, embedded and searched entirely on the laptop.