Leveraging language AI technology can significantly enhance the note-taking experience by automating the organization, connection, and creation of information, which traditionally requires manual effort. This approach involves using a graph-based system to connect notes in a network-like fashion, similar to how web pages are linked, making information more discoverable and facilitating the generation of new ideas. The article explores a demo utilizing Cohere’s AI-powered Chat endpoint to automatically build links between notes and generate new note ideas, thereby reducing the friction in maintaining a personal knowledge management (PKM) system. The AI can suggest potential new topics from existing notes and generate coherent text based on prompts, demonstrating the potential to grow a knowledge base efficiently. This method not only simplifies the creation and linking of notes but also aids in visualizing the resulting knowledge graph, showcasing the relationships between topics. The article highlights the versatility of the Chat endpoint for various applications, including text summarization, tone adjustment, and conversational interfaces, encouraging developers to explore these possibilities with minimal initial training data.