nps-lib 1.0.0a1

Python SDK for the Neural Protocol Suite (NPS)

NPS Python SDK (nps-sdk)

Python client library for the Neural Protocol Suite (NPS) — a complete internet protocol stack designed for AI agents and models.

PyPI package: nps-sdk | Python namespace: nps_sdk

Status

v0.1.0 — Phase 1 initial release (Alpha)

Covers NCP + NWP frames and async client, NIP identity management.

Requirements

• Python 3.11+
• Dependencies: msgpack, httpx, cryptography

Installation

pip install nps-sdk

For development:

pip install "nps-sdk[dev]"

Modules

Module	Description
nps_sdk.core	Frame header, codec (Tier-1 JSON / Tier-2 MsgPack), anchor cache, exceptions
nps_sdk.ncp	NCP frames: AnchorFrame, DiffFrame, StreamFrame, CapsFrame, ErrorFrame
nps_sdk.nwp	NWP frames: QueryFrame, ActionFrame; async NwpClient
nps_sdk.nip	NIP frames: IdentFrame, RevokeFrame; NipIdentity (Ed25519 key management)

Quick Start

Encoding / Decoding NCP Frames

from nps_sdk.core.codec import NpsFrameCodec
from nps_sdk.core.registry import FrameRegistry
from nps_sdk.ncp.frames import AnchorFrame, FrameSchema, SchemaField

registry = FrameRegistry.create_default()
codec    = NpsFrameCodec(registry)

schema = FrameSchema(fields=(
    SchemaField(name="id",    type="uint64"),
    SchemaField(name="price", type="decimal", semantic="commerce.price.usd"),
))
frame  = AnchorFrame(anchor_id="sha256:...", schema=schema)

wire   = codec.encode(frame)           # bytes — Tier-2 MsgPack by default
result = codec.decode(wire)            # → AnchorFrame

Anchor Cache (Schema Deduplication)

from nps_sdk.core.cache import AnchorFrameCache

cache     = AnchorFrameCache()
anchor_id = cache.set(frame)           # stores; returns canonical sha256 anchor_id
frame     = cache.get_required(anchor_id)

Querying a Memory Node (async)

import asyncio
from nps_sdk.nwp import NwpClient, QueryFrame

async def main():
    async with NwpClient("https://node.example.com") as client:
        caps = await client.query(
            QueryFrame(anchor_ref="sha256:...", limit=50)
        )
        print(caps.count, caps.data)

asyncio.run(main())

Invoking an Action Node (async)

from nps_sdk.nwp import NwpClient, ActionFrame

async with NwpClient("https://node.example.com") as client:
    result = await client.invoke(
        ActionFrame(action_id="orders.create", params={"sku": "X-101", "qty": 1})
    )

NIP Identity Management

from nps_sdk.nip.identity import NipIdentity

# Generate and save an encrypted Ed25519 keypair
identity = NipIdentity.generate("ca.key", passphrase="my-secret")

# Load from file
identity = NipIdentity()
identity.load("ca.key", passphrase="my-secret")

# Sign a NIP frame payload (canonical JSON, no 'signature' field)
sig = identity.sign(ident_frame.unsigned_dict())

# Verify
ok = NipIdentity.verify_signature(identity.pub_key_string, payload, sig)

Architecture

nps_sdk/
├── core/          # Wire primitives (FrameHeader, codec, cache, exceptions)
├── ncp/           # NCP frames (0x01–0x0F)
├── nwp/           # NWP frames (0x10–0x1F) + async HTTP client
└── nip/           # NIP frames (0x20–0x2F) + Ed25519 identity

Frame Encoding Tiers

Tier	Value	Description
Tier-1 JSON	0x00	UTF-8 JSON. Development / compatibility.
Tier-2 MsgPack	0x01	MessagePack binary. ~60% smaller. Production default.

NWP HTTP Overlay Mode

NwpClient communicates via HTTP with Content-Type: application/x-nps-frame. Sub-paths per operation:

Operation	Path	Request Frame	Response Frame
Schema anchor	POST /anchor	AnchorFrame	204
Structured query	POST /query	QueryFrame	CapsFrame
Streaming query	POST /stream	QueryFrame	StreamFrame chunks
Action invocation	POST /invoke	ActionFrame	raw result or AsyncActionResponse

Running Tests

pytest                 # all tests + coverage report
pytest -k test_nip     # NIP tests only

Coverage target: ≥ 90 %.

License

Apache 2.0 — see LICENSE.

Copyright 2026 INNO LOTUS PTY LTD