Kumiho 위에서 구축하는 자료
BYO 스토리지로 크리에이티브 버전 운영을 구축하는 문서, SDK, 통합, AI 인지 메모리, 아키텍처 안내입니다.
Kumiho는 창작물 버전 관리를 위한 자산 운영 시스템입니다. 로컬 디스크, NAS/SMB, 온프레, 오브젝트 스토리지에 파일을 두고 Kumiho가 리비전, 관계, 출처, 자동화 신호를 기록합니다.
Start Here
Whether you’re an AI creator, a studio pipeline TD, or a platform engineer—use these to ship reliable asset operations fast.
ComfyUI Nodes
Register outputs, metadata, and lineage automatically.
n8n Nodes
Event-driven triggers + action surface for automations.
Kumiho Browser
Desktop app for browsing and exploring lineage.
MCP Tools
Connect AI agents to persistent memory via the Model Context Protocol.
Revka
Open-source Rust agent runtime with declarative YAML workflows and trust scoring on Kumiho.
AI 에이전트를 위한 지속 메모리 — 세션 간 저장, 회수, 연결, 통합.
Getting Started
Install the plugin, store your first memory, and recall it across sessions.
MCP Integration Guide
Connect Claude Code, Cowork, or OpenClaw to Kumiho memory via MCP.
Dream State
Async memory consolidation — enrichment, linking, deduplication, and pruning.
Memory Architecture
Graph-native dual-store design: Redis working memory + Neo4j long-term graph.
Paper
Full research paper on cognitive memory for AI agents.
Memory SDK
Python SDK for programmatic memory store, recall, and graph traversal.
Stateless FastAPI
Deploy stateless APIs that query Kumiho without hosting files.
Next.js Guide
Build web experiences backed by Kumiho (read-only or interactive).
Security Overview
Tenant isolation, token verification model, and guardrails.
Self-host (Community Edition)
Free, single-user build you run on your own machine with a local Neo4j — no account, token, or cloud.
Resource Library
Search and filter docs, guides, integrations, architecture notes, and demos.
Showing 19 resources.
Documentation Hub
Entry point for Browser + SDK docs (Python, C++, Dart, Next.js, FastAPI).
Kumiho in 5 Minutes: AOS, not DAM
Why asset operations are about relationships, lineage, and automation—not file hosting.
Core Data Model (Tenant → Project → Space → Item.kind → Revision → Artifact)
The hierarchy and why immutable revisions make governance and automation reliable.
BYO Storage: Keep files where they live
Local disk, NAS/SMB, on-prem, object storage - Kumiho stores pointers + history context.
ComfyUI Integration (custom nodes)
Save outputs, register metadata, and auto-lineage (DERIVED_FROM) without moving files.
n8n Nodes: Event-driven automation
Trigger workflows from SSE events, filter by path, and automate asset operations.
SDKs (Python, C++, Dart)
Client libraries for pipeline automation and native integrations on the asset history.
Kumiho Browser (desktop app)
Operator UX for browsing, metadata panels, and lineage exploration.
Security overview
High-level security posture, token model, and tenant isolation.
Watch: Product demo
A quick demo of how Kumiho tracks revisions and relationships.
Watch: n8n event-driven pipeline demo
Custom Kumiho n8n nodes reacting to events and orchestrating an automation pipeline.
AI Cognitive Memory — Getting Started
Install the MCP plugin, store your first memory, and recall it across sessions.
MCP Integration Guide
Connect Claude Code, Claude Cowork, or OpenClaw to Kumiho persistent memory via MCP.
Memory SDK (kumiho-python)
Python SDK for programmatic memory store, recall, graph traversal, and Dream State.
Dream State — Memory Consolidation
Run async maintenance: enrichment, deduplication, linking, and pruning for agent memory.
Memory Architecture (Graph-Native Design)
Dual-store architecture: Redis working memory + Neo4j long-term graph with typed edges.
Revka — Open-source Multi-agent Runtime
Rust agent runtime with declarative YAML workflows, trust scoring, and an embedded dashboard — built on Kumiho memory.
Paper: Cognitive Memory for AI Agents
Full research paper covering graph-native memory, BYO storage, and Dream State consolidation.
Community Edition — Self-host Kumiho Server
Free, single-user, loopback-only build. Install in one command, run a local Neo4j, and keep your graph on your machine.