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Rudra Sarker
Rudra Sarker

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Nexus Agent — The Zero-Config, Self-Evolving Local AI Agent Framework

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What if your AI agent could improve itself?

Nexus Agent is an open-source AI agent framework that's zero-config, self-evolving, and runs 100% locally with Ollama.

What Makes It Different

  • Zero Config — Download and run. No API keys needed for local models
  • Self-Evolving — The agent learns from interactions and improves over time
  • Multi-Agent — Orchestrate multiple agents working together
  • GraphRAG — Graph-based retrieval augmented generation
  • IDE Integration — Works with your code editor
  • Docker Ready — One command to spin up
  • 100% Local — Your data never leaves your machine

Architecture

  • Plugin-based system for adding capabilities
  • Built-in memory and context management
  • Supports local models via Ollama
  • Cloud sync (optional) for cross-device persistence

Quick Start 

git clone https://github.com/rudra496/nexus-agent.git
cd nexus-agent
pip install -r requirements.txt
python -m nexus_agent
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Who Is This For?

  • Developers building AI agents
  • Researchers exploring self-improving AI
  • Anyone who wants powerful AI without cloud dependencies

GitHub: github.com/rudra496/nexus-agent

If you're into AI agents, give it a star!

Built by Rudra Sarker — MIT License

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