Gift Ideas AI Multi-Agent combines a set of specialized AI agents—such as demographic analyzer, budget optimizer, and occasion evaluator—to collaboratively generate a curated list of gift options tailored to individual preferences. By processing input details like age, interests, relationship to recipient, and spending limits, the system produces diverse gift recommendations complete with brief descriptions, price estimations, and purchase links. It continuously learns from user feedback to refine suggestions over time. Developers can integrate the multi-agent pipeline via RESTful APIs or use the web interface for one-off sessions. Its modular architecture enables easy extension and custom agent development for niche gift markets.