LLM-Wiki: Multi-Agent Memory Without RAG

📰 Dev.to · Abuzar Gore

Learn how three AI agents collaborate on complex tasks using a shared folder of markdown files, enabling multi-agent memory without RAG

intermediate Published 22 May 2026
Action Steps
  1. Create a shared folder of markdown files to store knowledge
  2. Design three AI agents with distinct roles to collaborate on tasks
  3. Implement a system for agents to read and write to the shared folder
  4. Test the collaboration by assigning a complex task to the agents
  5. Evaluate the performance of the multi-agent system
Who Needs to Know This

Developers and researchers working on AI and multi-agent systems can benefit from this approach to enable collaborative task completion

Key Insight

💡 Shared knowledge storage enables effective collaboration among AI agents

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🤖 3 AI agents, 1 shared folder: collaboration without RAG! #LLM #MultiAgentSystems
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