citrate-sdk-python

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The Python SDK and citrate CLI for the Citrate Network (chain 40204) — connect to the chain, deploy/run models, encrypt inference inputs, and call the inference gateway.

What it is

citrate-labs-sdk is the Python client for the Citrate distributed-AI network: a JSON-RPC CitrateClient, managers for compute/learning/staking/treasury/farming, an AES-GCM/HKDF crypto envelope for encrypted inference, an OpenAI-compatible GatewayClient, and a citrate command-line tool. Chain id 40204 is bound from a vendored federation-contract artifact and enforced at signing time (a hostile RPC cannot make you sign for another chain). It mirrors the canonical TypeScript SDK (@citratelabs/sdk) and may lag it.

See the concepts in the docs: https://docs.citrate.ai. Depends on a running chain node (citrate-chain) and, for inference, the gateway (citrate-inference-gateway).

Prerequisites

python3 --version   # >= 3.10 (3.10/3.11/3.12 supported)
python3 -m pip --version
# Optional: uv (a uv.lock is committed for reproducible installs)
#   pipx install uv   # or: curl -LsSf https://astral.sh/uv/install.sh | sh
# Optional, only for "Connect it locally": a local Citrate devnet node on :8545

Build from source

git clone https://github.com/CitrateNetwork/citrate-sdk-python.git
cd citrate-sdk-python

# pip (editable install with dev extras)
python3 -m venv .venv && source .venv/bin/activate
pip install -e '.[dev]'

# --- or with uv (uses the committed uv.lock) ---
# uv sync

pytest                 # run the test suite
citrate contract       # smoke-test the CLI: prints the federation contract table

pyproject.toml is the single source of truth for dependencies (requests, cryptography, eth-account, web3, numpy). The install exposes the citrate console script.

Run locally

This is a library plus a CLI. Install it into your environment, then either import it or use the CLI:

pip install citrate-labs-sdk        # from PyPI (published as citrate-labs-sdk)
citrate --help                      # subcommands: contract, wallet, entitlement, gateway

30-second Quickstart (against the public testnet, chain 40204):

import os
from citrate_sdk import CitrateClient

client = CitrateClient(
    rpc_url="https://rpc.citrate.ai",             # testnet default (chain 40204)
    private_key=os.getenv("CITRATE_PRIVATE_KEY"), # optional; required to sign
)
print("chain id:", client.get_chain_id())          # 40204

Call the inference gateway (OpenAI-compatible; needs a cgk_ key):

from citrate_sdk.gateway import GatewayClient

gw = GatewayClient(api_key=os.environ["CITRATE_GATEWAY_API_KEY"])
print(gw.chat_completions(
    model="gemma-4-E4B-it-Q4_K_M",
    messages=[{"role": "user", "content": "Say hi from Citrate"}],
))

Runnable examples live in examples/ (basic_usage.py, encrypted_inference.py, marketplace_demo.py). Verify it's up: get_chain_id() returning 40204 confirms the RPC.

deploy_model never places key shares in deployment metadata; its key-share check on caller-supplied metadata is a safety net against accidental inclusion, not a guarantee against deliberately re-encoded data.

Security: the client warns/fails on a remote plaintext http:// RPC (keys and signed transactions would go out in cleartext). Loopback http:// is always allowed; pass allow_insecure_http=True for a trusted TLS-less internal host.

Connect it locally ← the differentiator

Point the SDK at a local Citrate stack on one machine instead of the public testnet.

1. Local chain — run a Citrate devnet node (chain 40204) from citrate-chain and deploy its contract book. It exposes JSON-RPC on http://localhost:8545.
2. Point the SDK at it (loopback needs no opt-in):

   from citrate_sdk import CitrateClient
   client = CitrateClient(
       rpc_url="http://localhost:8545",
       private_key="0xac0974bec39a17e36ba4a6b4d238ff944bacb478cbed5efcae784d7bf4f2ff80",  # anvil acct #0
   )
   assert client.get_chain_id() == 40204
   

   The client refuses to sign if the RPC's eth_chainId does not match the expected 40204; pass chain_id= to override for a custom local chain.
3. Local inference gateway (optional) — run citrate-inference-gateway and point the gateway client at it:

   gw = GatewayClient(api_key="cgk_...", base_url="http://localhost:8080")
   

4. End-to-end check — run the basic example against your local node:

   CITRATE_RPC_URL=http://localhost:8545 python examples/basic_usage.py
   

For the full multi-repo bring-up (chain → identity → bundler → gateway → SDKs), see the LOCAL_STACK guide at https://docs.citrate.ai.

Configuration

CitrateClient(rpc_url, private_key=None, timeout=..., allow_insecure_http=False, chain_id=None). The expected chain id (40204) and gateway base URL come from the vendored federation artifact; citrate contract prints the full table.

Links

• Docs: https://docs.citrate.ai
• Depends on: citrate-chain · citrate-inference-gateway · citrate-identity
• Parity with: citrate-sdk-js (canonical SDK)
• Contributing (DCO): CONTRIBUTING.md · Security: SECURITY.md · License: LICENSE

License

Licensed under the Apache License, Version 2.0 (see LICENSE). This is the open-source infrastructure tier of Citrate's open-core model. The commercial application layer is source-available under BUSL-1.1. Licensor: Citrate Inc.