/** * Rerank Provider Registry * * Defines providers that support the /v1/rerank endpoint. * Follows the Cohere rerank API request/response format (industry standard). * * API keys are stored in the same provider credentials system, * keyed by provider ID (e.g. "cohere", "together"). */ export const RERANK_PROVIDERS = { cohere: { id: "cohere", baseUrl: "https://api.cohere.com/v2/rerank", authType: "apikey", authHeader: "bearer", models: [ { id: "rerank-v3.5", name: "Rerank v3.5" }, { id: "rerank-english-v3.0", name: "Rerank English v3.0" }, { id: "rerank-multilingual-v3.0", name: "Rerank Multilingual v3.0" }, ], }, together: { id: "together", baseUrl: "https://api.together.xyz/v1/rerank", authType: "apikey", authHeader: "bearer", models: [{ id: "Salesforce/Llama-Rank-V2", name: "Llama Rank V2" }], }, nvidia: { id: "nvidia", baseUrl: "https://integrate.api.nvidia.com/v1/ranking", authType: "apikey", authHeader: "bearer", format: "nvidia", // NVIDIA uses slightly different field names models: [{ id: "nvidia/nv-rerankqa-mistral-4b-v3", name: "NV RerankQA Mistral 4B v3" }], }, fireworks: { id: "fireworks", baseUrl: "https://api.fireworks.ai/inference/v1/rerank", authType: "apikey", authHeader: "bearer", models: [{ id: "accounts/fireworks/models/nomic-rerank-v1", name: "Nomic Rerank v1" }], }, }; /** * Get rerank provider config by ID */ export function getRerankProvider(providerId) { return RERANK_PROVIDERS[providerId] || null; } /** * Parse rerank model string (format: "provider/model" or just "model") * Returns { provider, model } */ export function parseRerankModel(modelStr) { if (!modelStr) return { provider: null, model: null }; // Try each provider prefix for (const [providerId, config] of Object.entries(RERANK_PROVIDERS)) { if (modelStr.startsWith(providerId + "/")) { return { provider: providerId, model: modelStr.slice(providerId.length + 1) }; } } // No provider prefix — search all providers for the model for (const [providerId, config] of Object.entries(RERANK_PROVIDERS)) { if (config.models.some((m) => m.id === modelStr)) { return { provider: providerId, model: modelStr }; } } return { provider: null, model: modelStr }; } /** * Get all rerank models as a flat list */ export function getAllRerankModels() { const models = []; for (const [providerId, config] of Object.entries(RERANK_PROVIDERS)) { for (const model of config.models) { models.push({ id: `${providerId}/${model.id}`, name: model.name, provider: providerId, }); } } return models; }