Hello, I am Anshuman Singh, a B. Tech. second year undergrad. I have been through the open source journey for almost a year and have keen interest in gen AI related fields and have a prior experience in designing different type of RAG chatbots and knowledge graphs. I am quite interested in the gsoc idea (AI-generated note graphs) as I have made a similar project recently that converts documents into a high-quality knowledge graph using networkX and then perform graphRAG on it. Though a bit late but I have been researching on the ups and downs of implementing a graph structure for the notes of the joplin users and will soon come with a proper proposal describing the way to implement it using neo4j while maintaining a proper hierarchy structure in the graph.
For now, take a look at my recently made graphRAG project which involves a high fidelity and hierarchy aware graph building.
Nsure AI: https://github.com/IND-Anshuman/Nsure_graph_AI
website: https://nsure-graph-ai.onrender.com