Knoll: Creating a Knowledge Ecosystem for Large Language Models

Figure 1: Knoll enables an ecosystem of knowledge modules that enable end users to provide their large language model access to specific, local knowledge.Within this ecosystem, users can author new modules, share these modules with others, and incorporate modules created by the community (left).When querying an LLM, the model automatically incorporates relevant knowledge from the selected modules (right).

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Publication Details

Published
2025-09-27
DOI
https://doi.org/10.1145/3746059.3747711
Citations
1
Primary Topic
Child Nutrition and Water Access
Type
article
Field-Weighted Citation Impact
1.12

Funders

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article

Knoll: Creating a Knowledge Ecosystem for Large Language Models

1 citations
Child Nutrition and Water Access
1.12
article

Knoll: Creating a Knowledge Ecosystem for Large Language Models

article en
1 citations

Abstract

Figure 1: Knoll enables an ecosystem of knowledge modules that enable end users to provide their large language model access to specific, local knowledge.Within this ecosystem, users can author new modules, share these modules with others, and incorporate modules created by the community (left).When querying an LLM, the model automatically incorporates relevant knowledge from the selected modules (right).

Stanford University (US)
National Science Foundation, Alfred P. Sloan Foundation, Brown Institute for Media Innovation
Openalex Percentile: Top 17%
Child Nutrition and Water Access
1.12
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Knoll: Creating a Knowledge Ecosystem for Large Language Models · (2025) | TGRS Research Map | TGRS