Developer docs

Build from Postgres tables to governed AI memory.

This docs page is a launchpad for the website scaffold: quickstart, object model, ingestion, auth, hybrid retrieval, functions, MCP, and deployment.

Open repository Deep dive

npm create maludb-app
maludb link
maludb db push
maludb ingest ./sources

Quickstart

Create a project, connect to PostgreSQL, run migrations, and insert your first memory source.

Start here 02

Ingestion

Load source packages from documents, tickets, chats, logs, and relational snapshots.

Load sources 03

Object model

Understand Sources, Claims, Facts, Memory Objects, Episodes, and Skill Packages.

Model memory 04

Auth and RLS

Configure roles, compartments, schemas, privileges, and row policies.

Secure access 05

Hybrid search

Combine SQL, vector, graph, and temporal retrieval for context packages.

Search memory 06

MCP governance

Expose tools and model workflows through database-managed privileges.

Govern tools

The complete docs should eventually include runnable SQL, client SDK examples, API reference, deployment guides, and migration notes. This scaffold reserves the site structure and content hierarchy for that work.

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