Every evening went the same way. Food's ready, we start scrolling, dinner's over, nothing's playing. So I built Pikky. Three films a day, each with a one-line reason, and two reshuffles. That's the whole product. No feed. Under it: about 50k+ films. A small open model (bge-small) turns each film's description into 384 numbers, pgvector finds what sits closest to your taste, and then a diversity pass runs, because otherwise the top three are the same film wearing different posters. An LLM tags each film's mood, but offline, never while you wait. The ugliest part was importing your history from Netflix, Letterboxd, IMDb and Trakt. Four services, four opinions on what "a history" even is. Would you rather a recommender show its reasoning, or just be right? I went with showing it.   submitted by   /u/rachitkhurana007 [link]   [comments]