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Knoll: Creating a Knowledge Ecosystem for Large Language Models

Dora Zhao, Diyi Yang, Michael S. Bernstein

2025Year
2Citations
1Top-tier 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).

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