Hunt Institute for Botanical Documentation
A Research Division of Carnegie Mellon University

Hunt Institute Archives Text Discovery Platform

Search a large and growing portion of our online collections, including handwritten documents.
PROTOTYPE

This prototype uses state-of-the-art artificial intelligence, including a vision-language model (VLM) capable of reading handwritten documents as well as typed and printed text, to create searchable transcriptions of digitized materials in the Hunt Institute Archives. This makes it possible to search the textual contents of individual pages, including material that may not be described in the archival catalog.

Use Keyword search for specific words, names, dates, scientific names, or phrases. Try Semantic search (experimental) to describe a topic, question, or kind of material when you do not know the exact wording used in the documents.

About the AI-generated transcriptions

The transcriptions are generated automatically from page images and may contain errors, especially with difficult handwriting, unusual names, multiple languages, image-quality problems, or complex layouts. They are intended primarily as a discovery aid rather than authoritative transcriptions.

Each result provides the generated transcription and links to the original digitized material and associated archival description so that readings can be checked against the source. The transcription workflow uses AI models run locally by the Hunt Institute.

About Keyword and Semantic search

Keyword search is the default and matches the wording in the transcriptions. Results contain all your terms. Use quotes for an exact phrase. Substring matching is supported, so aceae can find plant-family names ending in -aceae.

Semantic search (experimental) is useful when you know what kind of material you are looking for but do not know the words used in the documents. It ranks transcribed passages by similarity of meaning, so relevant results may not contain the exact words in your query.

Semantic queries can be broad research topics, descriptions of activities or relationships, or natural-language questions. For example:

Semantic search is not a chatbot: a question is used as a search query, and the system returns archival passages that appear conceptually related to it rather than generating an answer or summary. Short descriptions and ordinary research questions generally work better than lists of disconnected keywords. Quotation marks have no special meaning in Semantic mode. Cross-language matching may work in some cases, but it should not be treated as translation.

Keyword and Semantic search are complementary. Keyword search lets you require particular wording; Semantic search can surface differently worded passages about the same subject. Depending on the research question, trying both can reveal different useful material.

Open a result: use the prominent page-and-transcription link to see the metadata, PDF, and full transcription. Keyword-search terms are highlighted in the transcription.

Archives Collections Database (ArchivesSpace): the Collection, Item/Folder, and Digital Object links open the corresponding archival records. Collection-level dates describe the collection as a whole, not necessarily the specific item or page.

If a PDF does not load: on the detail page, use the Digital Object link, click “Go to file” in ArchivesSpace, and navigate to the page number shown here.

Current limitations
  • Automated transcriptions can contain missing or incorrect text or unintended repetition. Difficult handwriting, image quality, unusual layouts, and multiple languages can reduce accuracy. Always consult the original page image when an exact reading matters.
  • Semantic search remains experimental. Its rankings are an additional discovery aid, not a complete or definitive set of relevant results, and highly ranked pages can sometimes be only broadly related.
  • This is an active prototype. Search coverage, transcriptions, functionality, and the interface may continue to change as additional archival material is processed and the system is improved.

← Back to results

Page 58 · DO #453 · 204_Popenoe_Bx33FF23r

Collection
Wilson Popenoe (1892–1975) family papers
Item/Folder
Recollections of an Agricultural Explorer, manuscript, n.d.
Digital Object
DO #453, page 58
Collection-level dates
1882–1975
Open PDF at page 58 ↗

Page transcription

with those stories about that country of yours. Now I know it," he said.

All this time we were finding good avocados here and there, and making notes
so that we could come back and examine them again. For there were thousands of
trees, and we wanted only the best; it would not do to be hastily in choosing those
destined for introduction into the United States.

Finally twenty-three were selected, and twigs suitable for grafting were cut
and hurried to Guatemala City when they could be dispatched by mail to Washington.
This was the hardest task of all. Time after time I got back a cablegram saying
that my "budwood", as it is known to horticulturists, had arrived in bad condition,
and could not be used. I could imagine the disappointment of Ed Groucher, who was
waiting at the other end with several thousand young avocado seedlings on which to
graft my introductions.

Something had to be done. As a precautionary measure - as my last resort to
fall back upon in case everything else failed - I started a nursery of avocado
seedlings at Quirigua, and prepared to bud young trees and take them back with me
to the States.

Finally news came through that my budwood was arriving in better condition.
The season had changed: spring growth had appeared, and had hardened sufficiently
so that the twigs would carry in sphagnum moss. I was tremendously relieved.

By late autumn 1917 the twenty-three varieties I had selected were safely
established in Washington, and I was ready to go home. It was hard to think of
leaving. I rode to Antigua for a last visit just a few days before I planned to
sail. The Rojas girls were voluble in their expressions of regret, and fed me even
better than they ever had before. Pedro Cofiño, a simpático young Guatemaltecan
who had just returned home after having attended college at Louisiana State University,
gave me a bag of the best coffee which his finca had produced, and urged me to
come back. And even old Gregorio forgave me the lies he thought I had told him,
and wished me well.

As I rode out of the valley on Starlight, and turned for a last glimpse of the
towering volcanos which stand guard over it, I could not bear the thought that I
would never see this place again.