Thanks for the proposal, nice work. Just a quick feedback: please fix the missing sections, make sure to follow the proposal template here: How to Submit Your Proposal Draft and AI Disclosure (Joplin's GSoC AI policy).
On the technical side, your embedding approach and chunking strategy are inconsistent across sections (e.g., different token/overlap settings), so please pick one clear approach and provide a bit more detail on how you plan to implement it. Also, please remove the comparison to another applicant’s proposal, proposals should be evaluated on their own merit, and referencing others doesn’t add value here