Projects/Self-Consistency Engine

Self-Consistency Engine

A multi-model AI reasoning platform that compares responses from multiple LLMs and uses an AI judge to select the most accurate answer.

Self-Consistency Engine
React.js
TypeScript
Vite
Tailwind CSS
Node.js
Express.js
Google Gemini API
OpenAI API

Features

  • Submit a single prompt to multiple AI models simultaneously
  • Compare responses from Gemini 2.5 Flash Lite, Gemma 4 31B, and OpenAI o3-mini
  • Use an AI judge model to evaluate and select the most accurate response
  • View model responses progressively as they are completed
  • Visualize the flow from individual model responses to the final judgement
  • Clean and responsive interface built for focused AI experimentation
  • Dark mode support with smooth theme transitions
  • Backend health-check endpoint for service monitoring
  • Validated API requests with clear error handling