Documentation

Technical
documentation

Complete reference for MCP tools, REST API, deployment, and security configuration.

📖Getting Started

Quickstart (5 min)

From zero to first memory in 5 minutes

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Installation

Docker, binary, Kubernetes, Cloud Managed

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Configuration

Environment variables, config file, namespaces

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First Ingestion

Ingest your first document via MCP or API

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📖MCP Tools Reference

memory.ingest

Ingest documents, payloads, agent outputs

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memory.search

Hybrid search with filters and scoping

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memory.graph

Retrieve graph neighborhood

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memory.steward

Trigger processing, review conflicts

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memory.admin

Namespace, policy, audit management

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📖REST API

API Overview

Authentication, rate limits, error handling

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Ingestion API

POST /v1/ingest with enrichment options

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Search API

POST /v1/search with RRF parameters

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Memory API

GET /v1/memories/{id}, related, citations

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Steward API

POST /v1/steward/trigger, review queue

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📖Deployment Guides

Cloud Managed

SaaS onboarding, namespace setup

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Private VPC

AWS/GCP/Azure VPC, PrivateLink, IAM

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On-Premise (Kubernetes)

Helm charts, values, ingress, storage

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On-Premise (Docker)

Docker Compose, volumes, networking

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Air-Gapped

License keys, offline updates, FIPS

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📖Security & Compliance

Secret Redaction

Patterns, configuration, custom regex

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Namespace Isolation

Encryption keys, RBAC, cross-namespace

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Authentication

API keys, SSO, OIDC, SAML

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Encryption & Keys

AES-256, TLS 1.3, BYOK, key rotation

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Audit & Compliance

Immutable logs, retention, export

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OpenAPI Spec

Machine-readable
API definitions

Download OpenAPI 3.1 (JSON)Browse API Reference