api_reference

MultiMind API Reference

Reference documentation for MultiMind's REST APIs. For the Python API, start with the quickstart and cookbook.

REST APIs

• Gateway API — chat, compare, sessions, metrics, and compliance endpoints
• RAG API — document management, semantic search, and generation endpoints (step-by-step server setup)
• Ensemble API — text generation, code review, image analysis, and embeddings via model ensembles

Generated OpenAPI specs

Machine-readable specs generated from the running services live in docs/api/:

• openapi-gateway.json
• openapi-rag.json
• openapi-multi-model.json
• openapi-unified.json
• openapi-server.json

Every running server also serves live interactive Swagger docs at http://localhost:8000/docs (and the raw spec at /openapi.json).

Python API

• RAG pipeline guide
• Memory systems
• CLI reference
• Configuration