NormaHub knowledge base

Integration guides

Step-by-step scenarios for apps and AI agents — from the key and first request to streaming, errors and cost. Also available in Russian.

Before connecting

  1. 01

    Create an API key in the dashboard.

  2. 02

    Get the model ID via GET /v1/models.

  3. 03

    Keep the key in environment variables only.

Pick a scenario

Which route to use

Responses API

New integrations and streaming responses via base URL with /v1.

Chat Completions

OpenAI-compatible clients and messages arrays via base URL with /v1.

Messages API

Anthropic SDK and Claude models via base URL without /v1.

Check the endpoints of your model first. Full contract and error formats are in the API documentation. Start from the English landing page. Deeper reads: articles in English. Russian versions: гайды на русском.