import type { ModelConfig, PromptCategory, ProviderConfig } from './types.js';

/**
 * Paid provider configurations (opt-in via API key env vars).
 * Add to your RouterConfig.providers to include alongside free-tier providers.
 */
export const PAID_PROVIDERS: ProviderConfig[] = [
  // ── OpenAI ───────────────────────────────────────────────────
  {
    name: 'openai',
    baseUrl: 'https://api.openai.com/v1',
    apiKeyEnv: 'OPENAI_API_KEY',
    rpmLimit: 500,
    tpmLimit: 150_000,
    models: [
      {
        id: 'gpt-4o-mini',
        label: 'GPT-4o Mini',
        contextWindow: 128_000,
        strengths: ['general', 'reasoning', 'code'],
        speedTier: 1,
      },
      {
        id: 'gpt-4o',
        label: 'GPT-4o',
        contextWindow: 128_000,
        strengths: ['general', 'reasoning', 'code', 'creative', 'vision'],
        speedTier: 2,
        supportsVision: true,
      },
    ],
  },

  // ── Perplexity ───────────────────────────────────────────────
  // Real-time web search grounding — OpenAI-compatible endpoint
  {
    name: 'perplexity',
    baseUrl: 'https://api.perplexity.ai',
    apiKeyEnv: 'PERPLEXITY_API_KEY',
    rpmLimit: 50,
    tpmLimit: 0,
    models: [
      {
        id: 'sonar',
        label: 'Sonar (web search)',
        contextWindow: 127_072,
        strengths: ['general', 'reasoning'],
        speedTier: 2,
      },
      {
        id: 'sonar-pro',
        label: 'Sonar Pro (web search)',
        contextWindow: 200_000,
        strengths: ['general', 'reasoning'],
        speedTier: 3,
      },
    ],
  },
];

/**
 * Default free-tier provider configurations.
 * All use OpenAI-compatible /v1/chat/completions endpoints.
 */
export const DEFAULT_PROVIDERS: ProviderConfig[] = [
  // ── Groq ─────────────────────────────────────────────────────
  // Free tier: 30 RPM, 14.4K TPM (large), 30K TPM (small)
  {
    name: 'groq',
    baseUrl: 'https://api.groq.com/openai/v1',
    apiKeyEnv: 'GROQ_API_KEY',
    rpmLimit: 30,
    tpmLimit: 14_400,
    models: [
      {
        id: 'llama-3.3-70b-versatile',
        label: 'Llama 3.3 70B',
        contextWindow: 128_000,
        strengths: ['general', 'reasoning', 'code'],
        speedTier: 1,
      },
      {
        id: 'llama-3.1-8b-instant',
        label: 'Llama 3.1 8B Instant',
        contextWindow: 128_000,
        strengths: ['general'],
        speedTier: 1,
      },
      {
        id: 'gemma2-9b-it',
        label: 'Gemma 2 9B',
        contextWindow: 8_192,
        strengths: ['general', 'creative'],
        speedTier: 1,
      },
    ],
  },

  // ── OpenRouter ───────────────────────────────────────────────
  // Free models available (rate-limited per model)
  {
    name: 'openrouter',
    baseUrl: 'https://openrouter.ai/api/v1',
    apiKeyEnv: 'OPENROUTER_API_KEY',
    extraHeaders: {
      'HTTP-Referer': 'https://bytelyst.com',
      'X-Title': 'ByteLyst LLM Router',
    },
    rpmLimit: 20,
    tpmLimit: 0,
    models: [
      {
        id: 'deepseek/deepseek-r1:free',
        label: 'DeepSeek R1 (Free)',
        contextWindow: 64_000,
        strengths: ['reasoning', 'code', 'math'],
        speedTier: 3,
      },
      {
        id: 'meta-llama/llama-3.3-70b-instruct:free',
        label: 'Llama 3.3 70B (Free)',
        contextWindow: 128_000,
        strengths: ['general', 'reasoning', 'code'],
        speedTier: 2,
      },
      {
        id: 'google/gemma-2-9b-it:free',
        label: 'Gemma 2 9B (Free)',
        contextWindow: 8_192,
        strengths: ['general', 'creative'],
        speedTier: 2,
      },
    ],
  },

  // ── Together AI ──────────────────────────────────────────────
  // Free tier: limited RPM, several open models
  {
    name: 'together',
    baseUrl: 'https://api.together.xyz/v1',
    apiKeyEnv: 'TOGETHER_API_KEY',
    rpmLimit: 20,
    tpmLimit: 0,
    models: [
      {
        id: 'meta-llama/Llama-3.3-70B-Instruct-Turbo',
        label: 'Llama 3.3 70B Turbo',
        contextWindow: 128_000,
        strengths: ['general', 'reasoning', 'code'],
        speedTier: 2,
      },
      {
        id: 'deepseek-ai/DeepSeek-R1-Distill-Llama-70B',
        label: 'DeepSeek R1 Distill 70B',
        contextWindow: 128_000,
        strengths: ['reasoning', 'math', 'code'],
        speedTier: 2,
      },
    ],
  },

  // ── Cerebras ─────────────────────────────────────────────────
  // Free inference tier — extremely fast
  {
    name: 'cerebras',
    baseUrl: 'https://api.cerebras.ai/v1',
    apiKeyEnv: 'CEREBRAS_API_KEY',
    rpmLimit: 30,
    tpmLimit: 60_000,
    models: [
      {
        id: 'llama-3.3-70b',
        label: 'Llama 3.3 70B (Cerebras)',
        contextWindow: 128_000,
        strengths: ['general', 'reasoning', 'code'],
        speedTier: 1,
      },
    ],
  },
];

function inferStrengths(modelId: string): PromptCategory[] {
  const lower = modelId.toLowerCase();
  const strengths = new Set<PromptCategory>(['general']);

  if (/coder|code|codestral|starcoder|deepseek/.test(lower)) strengths.add('code');
  if (/r1|reason|think|math/.test(lower)) {
    strengths.add('reasoning');
    strengths.add('math');
  }
  if (/qwen|llama|mistral|chat/.test(lower)) strengths.add('creative');

  return [...strengths];
}

function inferContextWindow(modelId: string): number {
  const lower = modelId.toLowerCase();
  if (/128k|131072/.test(lower)) return 128_000;
  if (/64k|65536/.test(lower)) return 64_000;
  if (/32k|32768|qwen2\.5/.test(lower)) return 32_768;
  if (/16k|16384/.test(lower)) return 16_384;
  return 8_192;
}

function inferSpeedTier(modelId: string): 1 | 2 | 3 {
  const lower = modelId.toLowerCase();
  if (/0\.5b|1b|3b|7b|mini|tiny/.test(lower)) return 1;
  if (/14b|15b|16b|20b|22b|30b|32b/.test(lower)) return 2;
  return 3;
}

export function createLocalOllamaProvider(
  modelIds: string[],
  baseUrl: string = 'http://localhost:11434/v1'
): ProviderConfig {
  const models: ModelConfig[] = modelIds.map(modelId => ({
    id: modelId,
    label: modelId,
    contextWindow: inferContextWindow(modelId),
    strengths: inferStrengths(modelId),
    speedTier: inferSpeedTier(modelId),
  }));

  return {
    name: 'local-ollama',
    baseUrl,
    models,
    rpmLimit: 0,
    tpmLimit: 0,
  };
}

/**
 * Filter providers to only those with API keys present in env.
 */
export function getAvailableProviders(
  providers: ProviderConfig[] = DEFAULT_PROVIDERS
): ProviderConfig[] {
  return providers.filter(p => {
    if (!p.apiKeyEnv) return true;
    const key = process.env[p.apiKeyEnv];
    return key !== undefined && key !== '';
  });
}