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Equilibrium AI

AI & RAG Systems

Multi-LLM Consensus & Synthesis Engine

An innovative multi-model AI system where one user prompt is processed simultaneously by three different LLMs, followed by a fourth meta-evaluation model that synthesizes their responses into one optimal answer.

System Architecture & Pipeline Mechanics

Architecture Flow:User Query → Event Fan-out Worker → 3x Concurrent Model Streams → Evaluation Aggregator → Synthesized Output Streaming.

Key Engineering Capabilities:

Parallel invocation of three distinct LLM models
React streaming side-by-side response panels
Meta-synthesizer model that analyzes trade-offs and combines peak insights
SDK integration for seamless developer integration

Technology & Libraries Used

ReactNode.jsExpressOpenAI APIStreamingModel Consensus
Jahangir Abbas — Full-Stack Developer & AI Engineer