XINVAY

// Research

What we're researching.

We don't wrap APIs. We research the capabilities that let algorithms actually replace a content team.

R01
Nexus: Theory & Introduction

Exploring the background and theory of decentralized multi-agent systems based on Swarm Intelligence.

Shipped
R02
Nexus: 3-Layer Architecture

Deep dive into Perception, Decision, and Execution layers. Queen-Worker orchestration and pheromone management.

Shipped
R03
Nexus: Algorithms & Evaluation

WAOAG task decomposition, dynamic load balancing strategies, and prototype benchmarking.

Shipped
R04
Nexus Code: AI IDE & Swarm Coding

A self-developed AI programming environment based on Nexus architecture. Multi-agent distributed code understanding, intelligent completion and autonomous refactoring.

Ongoing
R05
VectorDB: High-Performance Vector Engine

Distributed vector engine optimized for content retrieval. Native RAG integration, eliminating middleware bottlenecks at billion-scale.

Ongoing

// Next

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