
I proposed an idea dedicated to content creators, keynote speakers, lecturers, and anyone who is preparing to deliver a speech (including priests in a church). The app could compile trending subjects and propose a structure of a speech based on the style and interests reflected in that person’s previous works. Agents can connect to YouTube transcripts, Google Scholar/Emerald, etc. let’s say trending topic: Jeff’s wedding. A celebrity YouTuber has a structure proposed based on the transcripts of their previous videos. A businesss keynote speaker can have Jeff’s wedding connected to diversification (from Amazon to Blue Origin) and being provided a literature review on peer reviewed works published in the last 5 years; a motivational speaker can be proposed a lecture on psychological and sociological perspectives on the influence of your spouse of your wellbeing/growth/ development. A priest can have versets which connect to the subject. It’s a skeleton of a digital twin without the actual content. You are offered a subject you can milk for traffic, an angle you can approach according to your own interests, expertise, and personal branding and a structure you can follow (adjusted to a timeframe - let’s say 20 or 30 minutes). Then it’s up to you. This way you get the inspiration and the references without being accused of plagiarism.
8 Jul 2025

The app provides tailored gift suggestions based on budget, occasion, relationship type (personal or networking), and level of involvement. Recommendations are categorized as either investment opportunities, with historical price dynamics provided, or purely indulgent options. To offer personalized advice, the app prompts users with 100 questions designed to reflect on significant moments or data points related to each relationship. Users can create profiles to store information about important connections, such as life partners. The app uses Open AI, LangChain, and SQL Alchemy for database management.
4 Jul 2024