SynapseCore

# Initialize SynapseCore Secure Client

from synapse_core import LocalOrchestrator

client = LocalOrchestrator(

model_path="/models/llama-3.1-8b-q4.bin",

hardware_node="local_gpu_workstation",

secure_enclave=True

)

# Run secure sandboxed inference

response = await client.orchestrate(

prompt="Parse confidential medical transcript...",

quantize_bits=4,

enforce_zero_leakage=True

)

print(response.output_payload)

# Execute secure local orchestration endpoint

curl -X POST "http://localhost:8080/api/v1/orchestrate" \

-H "Content-Type: application/json" \

-H "Authorization: Bearer LocalNodeAESKey" \

-d '{

"engine": "llama-3.1-8b-instruct",

"quantize": "INT4",

"prompt": "Deconvolve invoice ledger balances...",

"zero_leakage": true

}'

// Initialize client in enterprise cluster

const { LocalOrchestrator } = require("synapse-core");

const orchestrator = new LocalOrchestrator({

model: "llama-3.1-8b-instruct",

threads: 16,

pin_to_gpu: true

});

// Trigger secure transaction

const result = await orchestrator.secureInference({

prompt: "AST Rust thread contention...",

leakageShield: true

});

console.log(result.output);