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Breaking the Chains - an organization-theoretical approach to creating LLM applications
Explore an organization-theory-inspired approach to building intuitive LLM applications. This project simplifies prototyping mid-to-large scale LLM pipelines with visual building blocks.
As a weekend project, I am trying to develop a browser-based application that uses graphs in an LLM signaling pipeline (like langflow/n8n).
However, this project is supposed to be maximally intuitive and used for prototyping LLM pipelines. This is achieved by providing building blocks inspired by organization theory (such as ‘CEO’, ‘departments’, ‘deliverables’, ‘tasks’, ‘controllers’,’loggers’,’archivar’ … ), each with their own, pre-fabricated prompts. Given the intuitive visual interface, the project should make prototyping new, mid-to-large scale LLM-based project maximally simple.
Weber is a graph-based web application for designing organizational LLM algorithms.
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