Sabha - the AI Assembly
A collaborative AI discussion platform where multiple LLMs engage in structured debates inspired by the concept of Sabha from the Gita.
Technology Stack
Key Challenges
- • Designing a clear UI for multi-AI conversations
- • Maintaining logical flow between different AI responses
- • Handling async AI calls without breaking UX
- • Keeping the platform minimal yet expressive
Key Learnings
- • Architecting systems with multiple AI agents
- • Managing state for dynamic discussion threads
- • Balancing philosophy-inspired ideas with practical UX
- • Deploying full stack apps using Vercel and Render
Overview
Sabha is an AI roundtable platform inspired by the idea of collective wisdom.
Instead of relying on a single AI response, multiple AI agents participate in a structured discussion to explore ideas from different perspectives.
The platform is designed to help users observe how different models reason, agree, disagree, and refine thoughts in a focused and meaningful way.
What It Can Do
- Enable multi-AI discussions on a single topic
- Present responses in a clean, readable conversation flow
- Help users compare reasoning styles instead of trusting one answer
- Support philosophical, technical, and exploratory discussions
Why It Was Built
Sabha was built to explore how AI collaboration can improve thinking rather than replace it.
The project focuses on prompt orchestration, context control, and UI clarity so AI feels like a council of thinkers instead of a black box.
Key Learnings
- Designing systems with multiple AI agents
- Managing asynchronous responses without breaking conversation flow
- Building minimal interfaces for complex ideas
- Deploying a full-stack AI product with clean architecture
Sabha is less about fast answers and more about thoughtful exploration.