gemini-mas

The inspiration for Gemini-MAS (Multi-Agent System) came from several key insights:

• 🤖 Google Gemini's Capabilities: The remarkable multimodal abilities of Gemini API opened possibilities for sophisticated agent design
• 🔗 Distributed Systems Philosophy: Principles from distributed computing showed how independent agents could collaborate effectively
• 🧠 Cognitive Science: Understanding how human teams solve problems through specialization and communication
• 🎯 Real-World Complexity: Modern applications demand systems that can decompose problems, delegate tasks, and synthesize solutions

What I Built 🏗️

Gemini-MAS is a sophisticated multi-agent orchestration framework powered by Google Gemini API that enables:

• Task Decomposition: Breaking down complex problems into manageable subtasks
• Agent Specialization: Different agents with distinct roles and expertise
• Dynamic Collaboration: Real-time communication and coordination between agents
• Adaptive Execution: Self-optimizing workflows based on intermediate results
• Scalable Architecture: Support for horizontal scaling and distributed deployment

Core Architecture

$$\text{Input Task} \rightarrow \text{Orchestrator} \rightarrow \begin{cases} \text{Agent}_1 \ \text{Agent}_2 \ \vdots \ \text{Agent}_n \end{cases} \rightarrow \text{Aggregator} \rightarrow \text{Output}$$

Built With

• mysql
• python
• typescript