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187 lines
6.7 KiB
TypeScript
187 lines
6.7 KiB
TypeScript
import { Anthropic } from "@anthropic-ai/sdk"
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import axios from "axios"
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import OpenAI from "openai"
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import { ApiHandler } from "../"
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import { ApiHandlerOptions, ModelInfo, openRouterDefaultModelId, openRouterDefaultModelInfo } from "../../shared/api"
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import { convertToOpenAiMessages } from "../transform/openai-format"
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import { ApiStream } from "../transform/stream"
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import delay from "delay"
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export class OpenRouterHandler implements ApiHandler {
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private options: ApiHandlerOptions
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private client: OpenAI
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constructor(options: ApiHandlerOptions) {
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this.options = options
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this.client = new OpenAI({
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baseURL: "https://openrouter.ai/api/v1",
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apiKey: this.options.openRouterApiKey,
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defaultHeaders: {
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"HTTP-Referer": "https://cline.bot", // Optional, for including your app on openrouter.ai rankings.
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"X-Title": "Cline", // Optional. Shows in rankings on openrouter.ai.
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},
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})
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}
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async *createMessage(systemPrompt: string, messages: Anthropic.Messages.MessageParam[]): ApiStream {
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const model = this.getModel()
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// Convert Anthropic messages to OpenAI format
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const openAiMessages: OpenAI.Chat.ChatCompletionMessageParam[] = [
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{ role: "system", content: systemPrompt },
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...convertToOpenAiMessages(messages),
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]
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// prompt caching: https://openrouter.ai/docs/prompt-caching
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// this is specifically for claude models (some models may 'support prompt caching' automatically without this)
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switch (model.id) {
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case "anthropic/claude-3.5-sonnet":
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case "anthropic/claude-3.5-sonnet:beta":
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case "anthropic/claude-3.5-sonnet-20240620":
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case "anthropic/claude-3.5-sonnet-20240620:beta":
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case "anthropic/claude-3-5-haiku":
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case "anthropic/claude-3-5-haiku:beta":
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case "anthropic/claude-3-5-haiku-20241022":
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case "anthropic/claude-3-5-haiku-20241022:beta":
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case "anthropic/claude-3-haiku":
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case "anthropic/claude-3-haiku:beta":
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case "anthropic/claude-3-opus":
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case "anthropic/claude-3-opus:beta":
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openAiMessages[0] = {
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role: "system",
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content: [
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{
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type: "text",
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text: systemPrompt,
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// @ts-ignore-next-line
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cache_control: { type: "ephemeral" },
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},
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],
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}
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// Add cache_control to the last two user messages
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// (note: this works because we only ever add one user message at a time, but if we added multiple we'd need to mark the user message before the last assistant message)
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const lastTwoUserMessages = openAiMessages.filter((msg) => msg.role === "user").slice(-2)
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lastTwoUserMessages.forEach((msg) => {
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if (typeof msg.content === "string") {
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msg.content = [{ type: "text", text: msg.content }]
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}
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if (Array.isArray(msg.content)) {
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// NOTE: this is fine since env details will always be added at the end. but if it weren't there, and the user added a image_url type message, it would pop a text part before it and then move it after to the end.
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let lastTextPart = msg.content.filter((part) => part.type === "text").pop()
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if (!lastTextPart) {
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lastTextPart = { type: "text", text: "..." }
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msg.content.push(lastTextPart)
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}
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// @ts-ignore-next-line
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lastTextPart["cache_control"] = { type: "ephemeral" }
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}
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})
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break
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default:
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break
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}
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// Not sure how openrouter defaults max tokens when no value is provided, but the anthropic api requires this value and since they offer both 4096 and 8192 variants, we should ensure 8192.
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// (models usually default to max tokens allowed)
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let maxTokens: number | undefined
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switch (model.id) {
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case "anthropic/claude-3.5-sonnet":
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case "anthropic/claude-3.5-sonnet:beta":
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case "anthropic/claude-3.5-sonnet-20240620":
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case "anthropic/claude-3.5-sonnet-20240620:beta":
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case "anthropic/claude-3-5-haiku":
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case "anthropic/claude-3-5-haiku:beta":
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case "anthropic/claude-3-5-haiku-20241022":
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case "anthropic/claude-3-5-haiku-20241022:beta":
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maxTokens = 8_192
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break
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}
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// Removes messages in the middle when close to context window limit. Should not be applied to models that support prompt caching since it would continuously break the cache.
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let shouldApplyMiddleOutTransform = !model.info.supportsPromptCache
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// except for deepseek (which we set supportsPromptCache to true for), where because the context window is so small our truncation algo might miss and we should use openrouter's middle-out transform as a fallback to ensure we don't exceed the context window (FIXME: once we have a more robust token estimator we should not rely on this)
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if (model.id === "deepseek/deepseek-chat") {
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shouldApplyMiddleOutTransform = true
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}
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// @ts-ignore-next-line
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const stream = await this.client.chat.completions.create({
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model: model.id,
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max_tokens: maxTokens,
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temperature: 0,
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messages: openAiMessages,
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stream: true,
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transforms: shouldApplyMiddleOutTransform ? ["middle-out"] : undefined,
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})
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let genId: string | undefined
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for await (const chunk of stream) {
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// openrouter returns an error object instead of the openai sdk throwing an error
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if ("error" in chunk) {
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const error = chunk.error as { message?: string; code?: number }
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console.error(`OpenRouter API Error: ${error?.code} - ${error?.message}`)
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throw new Error(`OpenRouter API Error ${error?.code}: ${error?.message}`)
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}
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if (!genId && chunk.id) {
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genId = chunk.id
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}
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const delta = chunk.choices[0]?.delta
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if (delta?.content) {
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yield {
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type: "text",
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text: delta.content,
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}
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}
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// if (chunk.usage) {
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// yield {
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// type: "usage",
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// inputTokens: chunk.usage.prompt_tokens || 0,
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// outputTokens: chunk.usage.completion_tokens || 0,
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// }
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// }
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}
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await delay(500) // FIXME: necessary delay to ensure generation endpoint is ready
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try {
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const response = await axios.get(`https://openrouter.ai/api/v1/generation?id=${genId}`, {
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headers: {
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Authorization: `Bearer ${this.options.openRouterApiKey}`,
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},
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timeout: 5_000, // this request hangs sometimes
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})
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const generation = response.data?.data
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console.log("OpenRouter generation details:", response.data)
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yield {
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type: "usage",
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// cacheWriteTokens: 0,
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// cacheReadTokens: 0,
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// openrouter generation endpoint fails often
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inputTokens: generation?.native_tokens_prompt || 0,
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outputTokens: generation?.native_tokens_completion || 0,
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totalCost: generation?.total_cost || 0,
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}
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} catch (error) {
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// ignore if fails
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console.error("Error fetching OpenRouter generation details:", error)
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}
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}
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getModel(): { id: string; info: ModelInfo } {
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const modelId = this.options.openRouterModelId
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const modelInfo = this.options.openRouterModelInfo
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if (modelId && modelInfo) {
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return { id: modelId, info: modelInfo }
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}
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return {
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id: openRouterDefaultModelId,
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info: openRouterDefaultModelInfo,
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}
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}
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}
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