z3rno-server 0.21.1

FastAPI server for Z3rno: REST API, authentication, rate limiting, and Celery workers.

z3rno-server

FastAPI REST API server for Z3rno -- wraps z3rno-core engine functions as HTTP endpoints.

Quickstart

Run with Docker Compose

cp .env.example .env   # configure DATABASE_URL, API keys, etc.
docker compose -f docker-compose.dev.yml up

This starts PostgreSQL 17 (with pgvector, Apache AGE), Valkey, the API server on localhost:8000, and a Celery worker.

Store a memory

curl -X POST http://localhost:8000/v1/memories \
  -H "Authorization: Bearer z3rno_sk_test_localdev" \
  -H "Content-Type: application/json" \
  -d '{"agent_id": "agent-1", "content": "User prefers dark mode", "memory_type": "semantic"}'

Recall memories

curl -X POST http://localhost:8000/v1/memories/recall \
  -H "Authorization: Bearer z3rno_sk_test_localdev" \
  -H "Content-Type: application/json" \
  -d '{"agent_id": "agent-1", "query": "What does the user prefer?", "top_k": 5}'

Forget a memory

curl -X POST http://localhost:8000/v1/memories/forget \
  -H "Authorization: Bearer z3rno_sk_test_localdev" \
  -H "Content-Type: application/json" \
  -d '{"memory_id": "<memory-uuid>"}'

For a detailed step-by-step setup, see QUICKSTART.md.

Full documentation: astron-bb4261fd.mintlify.app

API Endpoints

Method	Path	Description
POST	/v1/memories	Store a new memory
POST	/v1/memories/recall	Recall memories by semantic query
POST	/v1/memories/forget	Soft-delete a memory
GET	/v1/audit	Query the audit log
POST	/v1/sessions	Start a new session
POST	/v1/sessions/{id}/end	End a session
GET	/v1/sessions/{id}	Get session state
GET	/v1/health	Health check
GET	/v1/ready	Readiness check

Configuration

All configuration is via environment variables:

Variable	Description	Default
DATABASE_URL	PostgreSQL connection string (asyncpg)	required
VALKEY_URL	Valkey URL (falls back to REDIS_URL)	redis://localhost:6379/0
Z3RNO_API_KEY	API key for authentication	required
EMBEDDING_MODEL	LiteLLM embedding model name	text-embedding-3-small
OPENAI_API_KEY	OpenAI API key (for embeddings)	--
LOG_LEVEL	Logging level	INFO
CORS_ORIGINS	Allowed CORS origins (comma-separated)	--

OpenAPI Documentation

When running locally, interactive API docs are available at:

• Swagger UI: http://localhost:8000/docs
• ReDoc: http://localhost:8000/redoc

Development

uv sync --dev
uv run ruff check .
uv run mypy .
uv run pytest

See CONTRIBUTING.md for the full workflow.

License

Apache 2.0 -- see LICENSE.