: Spuutr

Memory is the difference between a chatbot and an agent team.

A chatbot forgets after every conversation. An agent team builds context over time: from your workflows, preferences, clients, and decisions.

Why memory matters

Without persistent memory, every interaction starts from zero. Your agents have to relearn your preferences, re-read your documents, and re-discover your workflows. With Spuutr's memory system, context accumulates across sessions, channels, and agent roles.

Three tiers of memory

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Shared memory LIVE

Conversation recall across your agent team via vector-indexed semantic search. Agents retrieve relevant context from past interactions automatically. Available now.

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Agent-specific memory BETA

Each agent maintains its own conversation history and learned preferences. Not shared across agents. Per-agent memory scoping is in development.

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Private Vault BETA

Encrypted storage for API keys, secrets, and sensitive business context. Agents reference secrets by variable name: plaintext never reaches agent logic. Not a password manager. Granular access controls coming soon.

Git-backed portability COMING SOON

Your memory files can be stored in your own GitHub or GitLab repository. This feature is in development: currently memory is stored on the server and exportable via file download. Once live, Git-backed storage will give you:

  • Version-controlled memory you can inspect, diff, and revert
  • Portable: take your memory with you if you leave Spuutr
  • Transparent: no black-box memory you can't read
  • Backed up alongside your existing code repositories

What memory should not store

The Vault is for sensitive business context: not for passwords. Here's what to keep where:

Good for Vault

  • Confidential project notes
  • Customer preferences
  • Business process context
  • Approved authentication tokens (OAuth)
  • API keys managed by the platform

Use a password manager

  • Primary email passwords
  • Bank/financial credentials
  • Identity documents
  • Master passwords
  • Personal 2FA backup codes

User control and deletion BETA

  • You can search and review agent memory via the memory recall tool
  • Individual memories can be corrected or deleted
  • Full memory export available on request during beta
  • Self-service memory export is in development

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