Guides
How-tos for shipping with the Sonzai Mind Layer — from your first agent to migrating an existing memory store.
Practical guides walk you from a first request to a production integration. Pick a starting point.
Quickstarts
AI Employees & Personal AI
Task-oriented agents that remember users, call tools, and use a knowledge base.
AI Companions
Long-running characters with personality, mood, and relationships.
Enterprise Workflows
Multi-tenant, audit-ready agents that span teams and data sources.
Integration
Quickstart (10 min)
Create a project, get an API key, spin up an agent, start chatting.
SDK Integration
End-to-end TypeScript, Python, and Go integration.
MCP Integration
Connect Claude Desktop, Cursor, or any MCP client.
OpenClaw Plugin
Drop-in plugin for the OpenClaw context engine.
Standalone Memory
Use the Mind Layer as a memory backend for your existing agent runtime.
Tool Integration
Wire up custom tools the LLM can invoke during chat.
Migrating from another platform
Migration overview
Choose a path: managed memory, vector DB, agent framework, or CSV.
from OpenAI Assistants
Move threads, files, and instructions to the Mind Layer.
from Zep
Map sessions and facts.
from Mem0
Translate memory updates and retrieval calls.
from Letta
Persist personas and core memory.
from LangChain
Replace ad-hoc memory adapters with hosted memory.
from Character.ai
Bring characters, personality, and chat history.
from a custom JSON store
Bulk-import facts, episodes, and summaries.
from a CRM CSV
Seed memory from contact records.
from a knowledge base
Import documents and structured data into the graph.
Tutorials
Persistent memory walkthrough
Seed, search, decay, and consolidate facts.
Scheduled reminders
Schedule a wake-up and deliver it via webhook.
Inventory tracking
Track items the agent owns or has access to.
Medication reminders
A clinical-style proactive workflow.
Custom states
Track arbitrary structured state alongside memory.