Show HN: In-Browser Graph RAG with Kuzu-WASM and WebLLM

We’re excited that members of our community are already building applications with the WebAssembly (Wasm) version of Kuzu, which was only released a few weeks ago! Early adopters to integrate Kuzu-Wasm include Alibaba Graphscope, see: 1 and 2, and Kineviz, whose project will be launched soon. In this post, we’ll showcase the potential of Kuzu-Wasm by building a fully in-browser chatbot that answers questions over LinkedIn data using an advanced retrieval technique: Graph Retrieval-Augmented Generation (Graph RAG). This is achieved using Kuzu-Wasm alongside WebLLM, a popular in-browser LLM inference engine that can run LLMs inside the browser. A quick introduction to WebAssembly WebAssembly (Wasm) has transformed browsers into general-purpose computing platforms. Many fundamental software components, such as full-fledged databases, machine learning libraries, data visualization tools, and encryption/decryption libraries, now have Wasm versions. This enables developers to build advanc ... Read full article.