WhatsApp AI assistant for service businesses

Answer customer questions on WhatsApp from your own documents, with citations, human handoff, and an auditable outbox. These docs cover how it works, how to run it, and how to operate it.

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Browse by topic

  • Architecture

    Monorepo layout, the webhook to reply pipeline, and the data model.

  • Getting started

    Prerequisites, environment variables, migrations, and deploy.

  • WhatsApp onboarding

    Link a WhatsApp number by QR code or pairing code.

  • Knowledge and answers

    Ingestion, retrieval, citations, handoff, models, and cost.

  • Security

    Tenant isolation, webhook signatures, ban risk, and prompt injection.

  • Operations

    Outbox states, retry matrix, and rate limits.

  • OpenWA reference

    Gateway, sessions, webhooks, media, and ban-risk practices.