FamiliarsMulti-Agent AI Desktop App

Dialogue tree memory · Long-term memory · Tools · Digital human · Broker ecosystem

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Dialogue Tree Memory

Every conversation turn stored as a tree node with bge-m3 embeddings. Branch, replay, and resume any conversation path.

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Scope × Category Long-term Memory

Four memory scopes (ephemeral/dialogue/agent/user/identity) crossed with eight categories (profile/preference/relation/knowledge/event/state/procedure/directive), each with its own decay constant.

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15 Tool Classes

Browser automation (CDP), multimodal vision (OCR + screenshot grid + keyframes), document tools, memory tools, system tools, skill tools, and more.

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Digital Human

Local GPU rendering with GPT-SoVITS voice synthesis. Five backends including anime_morph, with VRAM priority scheduling.

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Privacy First

All data stays local. HKDF-SHA256 encryption for secrets. Three-layer sensitive data detection (gitleaks + Presidio + mini-LLM).

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Broker Marketplace

Ed25519 signed broker apps. Install from URL or marketplace. Sandboxed execution with AST whitelist and capability approval.