Hi everyone! I am preparing a proposal for the "Chat with your note collection using AI" project and would love to get some early feedback from the mentors and community on my architectural approach. AI Assistance Disclosure This proposal's core architecture, implementation logic, and timeline were…

Hello, if you haven't already, consider providing your input on this thread as it could be relevant to your project: [image] GSoC 2026: Opportunities for the AI projects sun_with_faceGSoC +1 on this, I have been working with Sugar Labs as a member where we we…

Hey @JalinaH, have you tested sqlite-vec's WASM build inside a Joplin plugin? The AI summarisation plugin by @HahaBill is worth looking at for how ONNX WASM loading was handled there. What does "strict token budgets" mean in practice for a long conversation - how do you manage the context window as…

Hi, thanks for taking the time to review my draft and for the excellent questions! Regarding sqlite-vec and WASM: I actually just built a Proof of Concept plugin today to test the sqlite-vec WASM compilation and hit the exact Electron environment boundaries you are hinting at! When I initially att…

Thanks @jalina , the PoC was useful for finding the WASM boundary. If a user asks a question that combines a specific term / keyword from one note with a broader topic from another, how does cosine similarity handle that?

Hi again, thanks for the great follow-up question! To be completely transparent, pure cosine similarity actually struggles with this exact scenario. While dense vectors are fantastic at understanding broad semantic topics, they often miss specific keywords, exact names, or acronyms because the vect…

GSoC 2026 Proposal Draft – Idea 4: Chat with your note collection using AI – Jalina_Hirushan

GSoC GSoC Proposal Drafts

laurent 19 March 2026 14:25 2

Hello, if you haven't already, consider providing your input on this thread as it could be relevant to your project:

Topic		Replies	Views
GSoC Idea Discussion: Chat with your note collection using AI – architecture and LLM approach Development	5	141	13 March 2026
GSoC 2026 Proposal Draft – Idea 4: Chat with your note collection using AI GSoC	0	19	31 March 2026
GSoC 2026: Opportunities for the AI projects GSoC	32	665	13 April 2026
Question regarding GSoC 2026 GSoC	7	129	25 March 2026
Welcome to GSoC 2026 with Joplin! GSoC	155	1807	1 April 2026

GSoC 2026 Proposal Draft – Idea 4: Chat with your note collection using AI – Jalina_Hirushan

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