import { RaijinLabsLucidAi } from "raijin-labs-lucid-ai";

const sdk = new RaijinLabsLucidAi({
  serverURL: "https://api.lucid.foundation",
});

// Check system health
const health = await sdk.health.checkSystemHealth();
console.log("Status:", health.status);

// Create a model passport
const passport = await sdk.passports.create({
  type: "model",
  owner: "YOUR_WALLET_ADDRESS",
  name: "my-model",
  version: "1.0.0",
  tags: ["nlp", "inference"],
  metadata: {
    schema_version: "1.0",
    model_passport_id: "mdl-my-model",
    format: "gguf",
    runtime_recommended: "vllm",
    requirements: { min_vram_gb: 24 },
  },
});
console.log("Passport ID:", passport.passportId);

// Evaluate a policy against compute and model metadata
const match = await sdk.match.explain({
  policy: {
    policyVersion: "1.0",
    allowRegions: ["us-east-1"],
    latency: { p95MsBudget: 3000, hardTimeoutMs: 10000 },
    cost: { maxPricePer1kTokensUsd: 0.05 },
    privacy: { storeInputs: false, redactPii: true },
  },
  computeMeta: {
    schema_version: "1.0",
    compute_passport_id: "cmp-my-node",
    provider_type: "cloud",
    regions: ["us-east-1"],
    hardware: { gpu: "NVIDIA-A100-80GB", vram_gb: 80 },
    runtimes: [{ name: "vllm", version: "0.4.0", image: "vllm/vllm:0.4.0" }],
    endpoints: { inference_url: "http://localhost:8080/v1" },
  },
  modelMeta: {
    schema_version: "1.0",
    model_passport_id: "mdl-my-model",
    format: "gguf",
    runtime_recommended: "vllm",
    requirements: { min_vram_gb: 24 },
  },
});
console.log("Allowed:", match.allowed, "Reasons:", match.reasons);

// Create an inference receipt
const receipt = await sdk.receipts.create({
  modelPassportId: "mdl-my-model",
  computePassportId: "cmp-my-node",
  policyHash: match.policyHash,
  runtime: "vllm",
  tokensIn: 128,
  tokensOut: 256,
  ttftMs: 120,
  totalLatencyMs: 850,
});
console.log("Receipt ID:", receipt.receipt.runId);

// Verify the receipt with inclusion proof
const verification = await sdk.receipts.verify({
  receiptId: receipt.receipt.runId,
});
console.log("Valid:", verification.isValid);

// Initialize an agent and process contribution vectors
await sdk.agents.initAgent({ agentId: "my-agent" });

await sdk.agents.processAgentEpoch({
  agentId: "my-agent",
  epochNumber: 1,
  vectors: [
    "Inference completed with 256 tokens",
    "Model loaded in 1.2 seconds",
  ],
});

// Generate a cryptographic proof for a specific contribution
const proof = await sdk.agents.generateAgentProof({
  agentId: "my-agent",
  epochNumber: 1,
  vectorText: "Inference completed with 256 tokens",
});
console.log("Proof:", proof);