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What is DAEMI?

DAEMI (Distributed Agent Evolution & Memory Intelligence) is a local-first multi-agent AI platform designed for builders who want real control over their AI systems — not a black box in someone else's cloud.

You run the server. You own the memory. You define the agents.


The Core Idea

Most AI platforms treat agents as stateless request-response machines. DAEMI is different. Every agent in DAEMI has:

  • Persistent memory — agents remember what happened across sessions, building up a model of the world over time
  • A personality — tone, traits, and behavioral tendencies that shape how they reason and respond
  • Agent tools — agents don't just respond, they act using built-in capabilities and plugins
  • Team awareness — agents can work solo or as part of structured multi-agent teams
  • Scheduled autonomy — agents can run on a schedule, executing tasks without you being present
  • Workflow execution — agents can execute multi-step automated workflows, not just single responses
  • A voice — each agent has a name, an identity, and a consistent way of showing up across every interaction
  • Local ownership — your agents, your data, your machine — nothing goes through someone else's cloud

Interact with DAEMI directly through the CLI, or use the Web Console for a more rich user experience.


Who It's For

DAEMI is for everyone — students, teachers, developers, researchers, writers, creatives, professionals, and anyone in between. Whether you want to automate your day, learn something new, build something ambitious, or just have an AI that actually knows you — DAEMI adapts to you. The only limit is your imagination.

DAEMI is currently in private beta. It is not open-source and not available via pip.


How It Works at a High Level

┌──────────────────────────────┐        ┌──────────────────────────────────────┐
│ │ │ │
│ DAEMI CLI │ │ DAEMI Console │
│ │ │ │
│ ┌────────────────────────┐ │ └────────────────┬─────────────────────┘
│ │ Agents │ │ │ HTTP / SSE
│ │ Memory │ │ ┌────────────────▼─────────────────────┐
│ │ Scheduled Tasks │ │ │ DAEMI Server │
│ │ Workflows │ │ │ │
│ └────────────────────────┘ │ │ ┌─────────────┐ ┌──────────────┐ │
└──────────────────────────────┘ │ │ Agents │ │ Memory │ │
│ ├─────────────┤ ├──────────────┤ │
│ │ Tasks │ │ Workflows │ │
│ └─────────────┘ └──────────────┘ │
└──────────────────────────────────────┘
  1. Define agents — give them a name, role, personality, memory policy and much more
  2. Start the server — DAEMI loads all profiles and initializes memory
  3. Open the Console — start a session with any agent, run workflows, perform tasks
  4. Agents learn — memory from each session is stored and surfaced in future conversations

Key Capabilities

Software Development

Write code, scaffold projects, debug, run tests, and auto-fix failures — with an agent that remembers your codebase.

Research & Analysis

Search the web, crawl sources, synthesize findings, and build a persistent knowledge base that grows over time.

Email & Communication

Send, read, and search email. Let your agent draft responses, summarize threads, and manage your inbox.

Scheduling & Planning

Create calendar events, manage tasks, build workflows, and schedule automated jobs — all through natural conversation.

Learning & Education

Study with an agent that tracks what you know, adapts to your level, and remembers your progress across sessions.

Writing & Editing

Brainstorm, draft, edit, and refine. Your agent knows your voice, your projects, and your style.

Storytelling & Creative

Build persistent worlds, run interactive fiction, and create characters with memory and personality.

Automation & DevOps

Run shell commands, call APIs, manage processes, and chain complex multi-step workflows on a schedule.

Personal Thinking Partner

Reflect, plan, and work through problems with an agent that knows your context and evolves with you over time.

Multi-Agent Teams

Assemble specialized agent teams — PM, designer, engineer, QA — and let them collaborate on real deliverables.

...and anything else you can imagine.

Next Steps