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 8 · DO #4899 · 231_Rogers_Bx8FF30_r

Collection
David James Rogers (1918–2007) papers
Item/Folder
Manihot - Fairchild Garden Lecture, 1969
Digital Object
DO #4899, page 8
Collection-level dates
1948–1977
Open PDF at page 8 ↗

Page transcription

special treatment before they are freed from the poisonous substances. The process may involve fermentation as the first step, but not always. Usually the roots are peeled, grated into a pulp, the pulp then squeezed to remove the poisonous juices, and then formed into a dried cake on a griddle. The dried cake is called "casabe" in some areas and from this probably comes one of the common names "cassava."

Many different recipes for preparation are employed and there are literally hundreds of techniques for making some edible product from the grated roots. The leaves of the plant are sometimes eaten as a vegetable, particularly in West Africa, where the native population boils the leaves and uses them as we would spinach. This use is not common, however, in the areas where the plants are native. Even the poisonous, extracted juice is turned into a useful product. Since prussic acid is volatile, it can be dispelled from the liquid by long continuous simmering. Frequently, where the bitter varieties are commonly raised, one may find a pot of juice simmering over the fire, and after some time, the juice turns a rich brown and becomes thickened. To this juice may be added a variety of spices, particularly capsicum peppers, and anything else that comes to hand. The prepared sauce is used in the same manner that sauces are used all over the world - to add some extra flavor to various dishes.

There are several industrial uses of the starch derived from the plants. For example, the starch is converted to dextrins, and this is useful in the manufacture of paper-board (cardboard) boxes. The starch itself is frequently used for laundry purposes, and has been used with some frequency as sizing for paper. In recent years, many tons of chipped and dried roots have been imported to Europe (particularly Holland and West Germany) to serve as a supplemental cattle food.