Documentation

Build with the Open Assistants local stack.

Start with the product you need: local hybrid data, deterministic memory, account-connected tools, or portable agent definitions.

database

HybridDB

Persistent local data layer for rows, keyword search, vectors, analytics, graph context, and repairable indexes.

Start with HybridDB
psychology

CoreMem

Deterministic memory retrieval for agents with semantic search, heuristics, wake-up context, and inspectable results.

Start with CoreMem
hub

ConnectKit

Local connector runtime for OAuth, encrypted credential vaults, YAML connector specs, CLI tools, and MCP adapters.

Start with ConnectKit
badge

AgentProfile

Lightweight PROFILE.md format and parser for agent identity, model, tools, skills, provider options, output schemas, and system prompts.

Start with AgentProfile