Built a full-stack AI-powered research assistant that helps users research topics, generate insig...Built a full-stack AI-powered research assistant that helps users research topics, generate insig...
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Built a full-stack AI-powered research assistant that helps users research topics, generate insights, and manage information efficiently. I handled the complete development, including backend architecture, REST APIs, authentication, MongoDB database integration, validation, and AI integration with Google Gemini and Groq. The project was designed with scalability, security, and maintainability in mind, demonstrating my ability to build modern full-stack applications and integrate AI into real-world products.
Post image
Nugraha's avatar
Nutaraline logo
@Sahidul Islam Using both Gemini and Groq alongside MongoDB and authenticated REST APIs is a solid stack. How are you routing requests between the two AI providers?
Sahidul's avatar
Thanks! I used Groq as the primary provider for faster responses, with gemini as a fallback when Groq fails or is unavailable. the routing is handled through a small AI service layer, so the rest of the application stays provider-agnostic.
Back to feed
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started