170 lines
5.5 KiB
JavaScript
170 lines
5.5 KiB
JavaScript
"use strict";
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Object.defineProperty(exports, "__esModule", { value: true });
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exports.PortkeyChat = void 0;
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const messages_1 = require("@langchain/core/messages");
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const outputs_1 = require("@langchain/core/outputs");
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const chat_models_1 = require("@langchain/core/language_models/chat_models");
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const portkey_js_1 = require("../llms/portkey.cjs");
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function portkeyResponseToChatMessage(message) {
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switch (message.role) {
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case "user":
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return new messages_1.HumanMessage(message.content || "");
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case "assistant":
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return new messages_1.AIMessage(message.content || "");
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case "system":
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return new messages_1.SystemMessage(message.content || "");
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default:
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return new messages_1.ChatMessage(message.content || "", message.role ?? "unknown");
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}
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}
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function _convertDeltaToMessageChunk(
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// eslint-disable-next-line @typescript-eslint/no-explicit-any
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delta) {
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const { role } = delta;
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const content = delta.content ?? "";
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let additional_kwargs;
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if (delta.function_call) {
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additional_kwargs = {
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function_call: delta.function_call,
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};
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}
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else {
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additional_kwargs = {};
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}
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if (role === "user") {
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return new messages_1.HumanMessageChunk({ content });
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}
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else if (role === "assistant") {
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return new messages_1.AIMessageChunk({ content, additional_kwargs });
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}
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else if (role === "system") {
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return new messages_1.SystemMessageChunk({ content });
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}
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else if (role === "function") {
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return new messages_1.FunctionMessageChunk({
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content,
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additional_kwargs,
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name: delta.name,
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});
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}
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else {
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return new messages_1.ChatMessageChunk({ content, role });
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}
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}
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class PortkeyChat extends chat_models_1.BaseChatModel {
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constructor(init) {
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super(init ?? {});
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Object.defineProperty(this, "apiKey", {
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enumerable: true,
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configurable: true,
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writable: true,
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value: undefined
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});
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Object.defineProperty(this, "baseURL", {
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enumerable: true,
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configurable: true,
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writable: true,
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value: undefined
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});
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Object.defineProperty(this, "mode", {
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enumerable: true,
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configurable: true,
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writable: true,
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value: undefined
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});
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Object.defineProperty(this, "llms", {
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enumerable: true,
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configurable: true,
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writable: true,
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value: undefined
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});
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Object.defineProperty(this, "session", {
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enumerable: true,
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configurable: true,
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writable: true,
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value: void 0
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});
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this.apiKey = init?.apiKey;
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this.baseURL = init?.baseURL;
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this.mode = init?.mode;
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this.llms = init?.llms;
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this.session = (0, portkey_js_1.getPortkeySession)({
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apiKey: this.apiKey,
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baseURL: this.baseURL,
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llms: this.llms,
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mode: this.mode,
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});
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}
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_llmType() {
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return "portkey";
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}
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async _generate(messages, options, _) {
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const messagesList = messages.map((message) => {
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if (typeof message.content !== "string") {
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throw new Error("PortkeyChat does not support non-string message content.");
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}
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return {
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role: message._getType(),
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content: message.content,
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};
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});
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const response = await this.session.portkey.chatCompletions.create({
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messages: messagesList,
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...options,
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stream: false,
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});
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const generations = [];
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for (const data of response.choices ?? []) {
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const text = data.message?.content ?? "";
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const generation = {
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text,
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message: portkeyResponseToChatMessage(data.message ?? {}),
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};
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if (data.finish_reason) {
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generation.generationInfo = { finish_reason: data.finish_reason };
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}
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generations.push(generation);
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}
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return {
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generations,
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};
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}
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async *_streamResponseChunks(messages, options, runManager) {
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const messagesList = messages.map((message) => {
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if (typeof message.content !== "string") {
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throw new Error("PortkeyChat does not support non-string message content.");
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}
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return {
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role: message._getType(),
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content: message.content,
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};
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});
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const response = await this.session.portkey.chatCompletions.create({
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messages: messagesList,
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...options,
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stream: true,
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});
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for await (const data of response) {
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const choice = data?.choices[0];
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if (!choice) {
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continue;
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}
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const chunk = new outputs_1.ChatGenerationChunk({
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message: _convertDeltaToMessageChunk(choice.delta ?? {}),
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text: choice.message?.content ?? "",
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generationInfo: {
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finishReason: choice.finish_reason,
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},
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});
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yield chunk;
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void runManager?.handleLLMNewToken(chunk.text ?? "");
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}
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if (options.signal?.aborted) {
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throw new Error("AbortError");
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}
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}
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_combineLLMOutput() {
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return {};
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}
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}
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exports.PortkeyChat = PortkeyChat;
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