Memraiq

Managed infrastructure

Memraiq is a hosted service built on trusted cloud providers. We operate the stack so your team can focus on documents and answers — not servers.

Anthropic

OpenAI

Qdrant

Neo4j

Supabase

Paystack

Resend

Anthropic

AI models

Claude Haiku, Sonnet, and Opus for chat generation. Model selection configurable per plan and per request.

—Claude Haiku (Free)

—Claude Sonnet (Pro+)

—Claude Opus (Enterprise)

OpenAI

Embeddings + AI

text-embedding-3-small for document embeddings. GPT models available as an alternative generation backend.

—text-embedding-3-small

—GPT-4o (configurable)

—Managed as part of Memraiq

Qdrant

Vector storage

High-performance vector database for semantic search. Memraiq uses managed Qdrant Cloud for workspace-scoped collections.

—Semantic similarity search

—Workspace-scoped collections

—Operated by Memraiq

Neo4j

Knowledge graph

Graph database backing LightRAG knowledge graph. Entities and relationships extracted from documents stored here.

—LightRAG entity storage

—Relationship traversal

—Neo4j Aura · managed for you

Supabase

Database + storage

PostgreSQL for application data (documents, users, orgs, pipeline runs). File storage for raw document uploads.

—PostgreSQL (app data)

—S3-compatible file storage

—Row-level security

Paystack

Payments

Subscription billing and payment processing. Handles Pro plan subscriptions, usage events, and invoice generation.

—Monthly subscription billing

—Usage event webhooks

—Africa-first payment processor

Resend

Transactional email

Email delivery for magic links, member invitations, password resets, and billing notifications.

—Magic link auth emails

—Member invite emails

—Billing notifications

Hosted data processing

Your uploads and queries flow through the providers above under Memraiq's architecture — vectors in Qdrant, graph data in Neo4j, application data and files in Supabase, models via Anthropic and OpenAI. Sub-processor roles and regions are summarised on our Security page and in the DPA. Enterprise customers can discuss data location and compliance with us directly.

Coming soon: embeddable UI widgets and developer API keys so you can integrate Memraiq into your own portals and automation — with the same security discipline we apply to the core product.