agsamantha/node_modules/@langchain/community/dist/chat_models/portkey.cjs
2024-10-02 15:15:21 -05:00

170 lines
5.5 KiB
JavaScript

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