The WebAssembly has revolutionized browsers by enabling the development of advanced applications that run entirely in users’ browsers without needing backend servers. Kuzu-Wasm, a recent release, is already being integrated into applications by early adopters like Alibaba Graphscope and Kineviz. In this post, the potential of Kuzu-Wasm is showcased by building a chatbot that answers questions using Graph Retrieval-Augmented Generation. The demo illustrates how graph-based pipelines and LLMs can be utilized entirely in the browser. Although there are limitations due to restricted browser resources, advancements such as WebGPU and improved LLMs suggest a bright future for in-browser applications.
https://blog.kuzudb.com/post/kuzu-wasm-rag/