the day
the day
you were born
you were born
A personal R&D initiative exploring Agentic AI workflows. This generative platform employs a multi-agent system to autonomously research historical archives via SerpApi, creating hyper-personalized vintage newspapers with astronomical precision.
Tech Stack
The Challenge
The goal was to explore the friction between 'Generative Creativity' and 'Historical Fact'. LLMs are great storytellers but poor historians. I wanted to see if an Agentic loop could bridge that gap autonomously.
Autonomous Research Agent
A specialized agent equipped with SerpApi tools that navigates Google Archives to retrieve verified headlines, stock prices, and leadership data for the specific date.
The Solution
I implemented a 'Researcher-Editor' loop. The Researcher Agent (Gemini + SerpApi) hunts for facts. The Editor Agent structures that data into a strict Zod schema for the layout engine. This separation allows the system to be factually rigorous where possible, but creatively adaptive when necessary.
Adaptive Knowledge Retrieval
An architectural experiment in 'Hybrid Truth'. The system prioritizes real-time verified facts but gracefully adapts to generative historical context when archives are incomplete, maintaining immersion without breaking flow.
Astronomical Star Mapping
Programmatically renders the exact celestial arrangement of stars and constellations based on the user's specific birth time and coordinates using D3.js.
