Create 7 slide for GuideLight, an AI-powered citizen services navigator. A citizen describes their goal in plain language (e.g., "I need an income certificate for college admission"), and the app guides them through a conversational flow: identify the correct government service → check eligibility → upload documents for AI verification → flag common rejection risks → (stretch goal) auto-fill the application form. Tech stack: Frontend: Next.js 14+ (App Router), TypeScript, Tailwind CSS Backend: Next.js API routes (no separate backend server — keep this simple, one deployable app) LLM: Google Gemini API (model: gemini-2.5-flash or gemini-3-flash — use whichever is confirmed available; agent should verify current model name against Google's docs before hardcoding) No database. No authentication. No user accounts. Every session is ephemeral and identified only by a session token. Feature 1: Service Identification + Staged Eligibility/Checklist Flow Feature 2: Document Readiness Verification Feature 3: Rejection-Pattern Intelligence(Verification Rule: Construct a session state that should trigger at least one rule; confirm the correct rule fires, is phrased clearly, AND the percentile score reflects the triggered rule's severity weight correctly). Feature 4:Helping chatbot for Glossary terms such as Tehsildar, Village Officer, Non-Creamy Layer, the Nativity/Residence/Domicile distinction (these three get confused with each other even on the real portal, worth nailing down), Akshaya Centre, attested vs. notarized vs. self-attested, etc.
Create 7 slide for GuideLight, an AI-powered citizen services navigator. A citizen describes their goal in plain language (e.g., "I need an income certificate for college admission"), and the app guides them through a conversational flow: identify the correct government service → check eligibility → upload documents for AI verification → flag common rejection risks → (stretch goal) auto-fill the application form.
Tech stack:
Frontend: Next.js 14+ (App Router), TypeScript, Tailwind CSS
Backend: Next.js API routes (no separate backend server — keep this simple, one deployable app)
LLM: Google Gemini API (model: gemini-2.5-flash or gemini-3-flash — use whichever is confirmed available; agent should verify current model name against Google's docs before hardcoding)
No database. No authentication. No user accounts. Every session is ephemeral and identified only by a session token.
Feature 1: Service Identification + Staged Eligibility/Checklist Flow
Feature 2: Document Readiness Verification
Feature 3: Rejection-Pattern Intelligence(Verification Rule: Construct a session state that should trigger at least one rule; confirm the correct rule fires, is phrased clearly, AND the percentile score reflects the triggered rule's severity weight correctly).
Feature 4:Helping chatbot for Glossary terms such as Tehsildar, Village Officer, Non-Creamy Layer, the Nativity/Residence/Domicile distinction (these three get confused with each other even on the real portal, worth nailing down), Akshaya Centre, attested vs. notarized vs. self-attested, etc.
Created using ChatSlide
GuideLight is an AI-powered citizen service navigator designed to streamline access to services through conversational guidance and inline document uploads. It helps users identify eligible services, verify necessary documents, and understand complex terms using a glossary chatbot. Built using Next.js, TypeScript, and Tailwind CSS, GuideLight integrates the Google Gemini API for advanced language processing. The platform is focused on empowering citizens by simplifying complex processes,...