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model-selector.ts
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185 lines (160 loc) · 5.53 KB
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import type { LanguageModel } from "ai"
import type { Logger } from "./logger"
export interface ModelInfo {
providerID: string
modelID: string
}
export const FALLBACK_MODELS: Record<string, string> = {
openai: "gpt-5-mini",
anthropic: "claude-haiku-4-5", //This model isn't broken in opencode-auth-provider
google: "gemini-2.5-flash",
deepseek: "deepseek-chat",
xai: "grok-4-fast",
alibaba: "qwen3-coder-flash",
zai: "glm-4.5-flash",
opencode: "big-pickle",
}
const PROVIDER_PRIORITY = [
"openai",
"anthropic",
"google",
"deepseek",
"xai",
"alibaba",
"zai",
"opencode",
]
// TODO: some anthropic provided models aren't supported by the opencode-auth-provider package, so this provides a temporary workaround
const SKIP_PROVIDERS = ["github-copilot", "anthropic"]
export interface ModelSelectionResult {
model: LanguageModel
modelInfo: ModelInfo
source: "user-model" | "config" | "fallback"
reason?: string
failedModel?: ModelInfo
}
function shouldSkipProvider(providerID: string): boolean {
const normalized = providerID.toLowerCase().trim()
return SKIP_PROVIDERS.some((skip) => normalized.includes(skip.toLowerCase()))
}
async function importOpencodeAI(
logger?: Logger,
maxRetries: number = 3,
delayMs: number = 100,
workspaceDir?: string,
): Promise<any> {
let lastError: Error | undefined
for (let attempt = 1; attempt <= maxRetries; attempt++) {
try {
const { OpencodeAI } = await import("@tarquinen/opencode-auth-provider")
return new OpencodeAI({ workspaceDir })
} catch (error: any) {
lastError = error
if (error.message?.includes("before initialization")) {
logger?.debug(`Import attempt ${attempt}/${maxRetries} failed, will retry`, {
error: error.message,
})
if (attempt < maxRetries) {
await new Promise((resolve) => setTimeout(resolve, delayMs * attempt))
continue
}
}
throw error
}
}
throw lastError
}
export async function selectModel(
currentModel?: ModelInfo,
logger?: Logger,
configModel?: string,
workspaceDir?: string,
): Promise<ModelSelectionResult> {
const opencodeAI = await importOpencodeAI(logger, 3, 100, workspaceDir)
let failedModelInfo: ModelInfo | undefined
if (configModel) {
const parts = configModel.split("/")
if (parts.length !== 2) {
logger?.warn("Invalid config model format", { configModel })
} else {
const [providerID, modelID] = parts
try {
const model = await opencodeAI.getLanguageModel(providerID, modelID)
return {
model,
modelInfo: { providerID, modelID },
source: "config",
reason: "Using model specified in dcp.jsonc config",
}
} catch (error: any) {
logger?.warn(`Config model failed: ${providerID}/${modelID}`, {
error: error.message,
})
failedModelInfo = { providerID, modelID }
}
}
}
if (currentModel) {
if (shouldSkipProvider(currentModel.providerID)) {
if (!failedModelInfo) {
failedModelInfo = currentModel
}
} else {
try {
const model = await opencodeAI.getLanguageModel(
currentModel.providerID,
currentModel.modelID,
)
return {
model,
modelInfo: currentModel,
source: "user-model",
reason: "Using current session model",
}
} catch (error: any) {
if (!failedModelInfo) {
failedModelInfo = currentModel
}
}
}
}
const providers = await opencodeAI.listProviders()
for (const providerID of PROVIDER_PRIORITY) {
if (!providers[providerID]) continue
const fallbackModelID = FALLBACK_MODELS[providerID]
if (!fallbackModelID) continue
try {
const model = await opencodeAI.getLanguageModel(providerID, fallbackModelID)
return {
model,
modelInfo: { providerID, modelID: fallbackModelID },
source: "fallback",
reason: `Using ${providerID}/${fallbackModelID}`,
failedModel: failedModelInfo,
}
} catch (error: any) {
continue
}
}
throw new Error(
"No available models for analysis. Please authenticate with at least one provider.",
)
}
export function extractModelFromSession(sessionState: any, logger?: Logger): ModelInfo | undefined {
if (sessionState?.model?.providerID && sessionState?.model?.modelID) {
return {
providerID: sessionState.model.providerID,
modelID: sessionState.model.modelID,
}
}
if (sessionState?.messages && Array.isArray(sessionState.messages)) {
const lastMessage = sessionState.messages[sessionState.messages.length - 1]
if (lastMessage?.model?.providerID && lastMessage?.model?.modelID) {
return {
providerID: lastMessage.model.providerID,
modelID: lastMessage.model.modelID,
}
}
}
return undefined
}