Dear Giannis and Thanos, Thank you for your valuable feedback and support throughout the proposal process. Over the past few days, I’ve addressed all your suggestions and would like to share my progress before final submission: 1. *Dynamic AI Responses* I have replaced all hardcoded replies with responses dynamically generated by a local LLM (Mistral-7B-Instruct). The dialogue agent now interprets free-form inputs and generates empathetic recommendations accordingly. A working PoC CLI demo is included in Module 5. 2. *Spotify API Verification* I’ve manually tested all relevant Spotify Web API endpoints using both active and fresh accounts. I’ve also added a table under Module 2 summarizing their availability, required scopes, and fallback handling for edge cases (e.g., insufficient listening history). 3. *Proof-of-Concept Implementation* To strengthen the proposal, I’ve included multiple verified PoC modules: • OAuth2 token manager with auto-refresh (Module 0) • Sentiment detection API (Module 1) • Playlist generator with fallback engine (Modules 2–3) • Feedback-based reranking (Module 4) • LLM-powered dialogue system (Module 5) These modules are now live on my GitHub repository under a dedicated gsoc2025 <https://github.com/AlenHsiaoWeiLun/gsoc_music_agent/tree/gsoc2025> branch. I’m now polishing the final wording, documentation structure, and timeline alignment before submission. If there are any final suggestions or blockers, I’d be grateful to hear them. Thanks again for your guidance and encouragement. I look forward to joining the community and building something meaningful together this summer. Best regards, Wei Lun Hsiao National Taiwan University GitHub: AlenHsiaoWeiLun <https://github.com/AlenHsiaoWeiLun>
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