bigmodel.ts 5.9 KB

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  1. "use client";
  2. import { REQUEST_TIMEOUT_MS } from "@/app/constant";
  3. import { useAppConfig, useChatStore } from "@/app/store";
  4. import {
  5. ChatOptions,
  6. LLMApi,
  7. LLMModel,
  8. } from "../api";
  9. import Locale from "../../locales";
  10. import {
  11. EventStreamContentType,
  12. fetchEventSource,
  13. } from "@fortaine/fetch-event-source";
  14. import { prettyObject } from "@/app/utils/format";
  15. import { getMessageTextContent } from "@/app/utils";
  16. import { bigModelApiKey } from "../config";
  17. export class BigModelApi implements LLMApi {
  18. path(): string {
  19. return 'https://open.bigmodel.cn/api/paas/v4/chat/completions'
  20. }
  21. async chat(options: ChatOptions) {
  22. const messages = options.messages.map((v) => ({
  23. role: v.role,
  24. content: getMessageTextContent(v),
  25. }));
  26. if (messages.length % 2 === 0) {
  27. messages.unshift({
  28. role: "user",
  29. content: " ",
  30. });
  31. }
  32. const modelConfig = {
  33. ...useAppConfig.getState().modelConfig,
  34. ...useChatStore.getState().currentSession().mask.modelConfig,
  35. ...{
  36. model: options.config.model,
  37. },
  38. };
  39. const shouldStream = !!options.config.stream;
  40. // 通用大模型参数
  41. const requestPayload: any = {
  42. messages,
  43. stream: shouldStream,
  44. model: 'glm-4-flash',
  45. temperature: modelConfig.temperature,
  46. top_p: modelConfig.top_p,
  47. };
  48. const controller = new AbortController();
  49. options.onController?.(controller);
  50. try {
  51. const chatPath = this.path();
  52. const chatPayload = {
  53. method: "POST",
  54. body: JSON.stringify(requestPayload),
  55. signal: controller.signal,
  56. headers: {
  57. 'Content-Type': 'application/json',
  58. // APIKey
  59. Authorization: bigModelApiKey
  60. },
  61. };
  62. // make a fetch request
  63. const requestTimeoutId = setTimeout(
  64. () => controller.abort(),
  65. REQUEST_TIMEOUT_MS,
  66. );
  67. if (shouldStream) {
  68. let responseText = "";
  69. let remainText = "";
  70. let finished = false;
  71. // animate response to make it looks smooth
  72. function animateResponseText() {
  73. if (finished || controller.signal.aborted) {
  74. responseText += remainText;
  75. if (responseText?.length === 0) {
  76. options.onError?.(new Error("empty response from server"));
  77. }
  78. return;
  79. }
  80. if (remainText.length > 0) {
  81. const fetchCount = Math.max(1, Math.round(remainText.length / 60));
  82. const fetchText = remainText.slice(0, fetchCount);
  83. responseText += fetchText;
  84. remainText = remainText.slice(fetchCount);
  85. options.onUpdate?.(responseText, fetchText);
  86. }
  87. requestAnimationFrame(animateResponseText);
  88. }
  89. // start animaion
  90. animateResponseText();
  91. const finish = async () => {
  92. if (!finished) {
  93. finished = true;
  94. options.onFinish(responseText + remainText);
  95. }
  96. const session = useChatStore.getState().sessions[0];
  97. const data = {
  98. id: session.id,
  99. messages: session.messages.map(item => {
  100. return {
  101. id: item.id,
  102. date: item.date,
  103. role: item.role,
  104. content: item.content,
  105. }
  106. })
  107. }
  108. await fetch('/api/bigModel', {
  109. method: 'POST',
  110. body: JSON.stringify(data)
  111. });
  112. };
  113. controller.signal.onabort = finish;
  114. fetchEventSource(chatPath, {
  115. ...chatPayload,
  116. async onopen(res) {
  117. clearTimeout(requestTimeoutId);
  118. const contentType = res.headers.get("content-type");
  119. console.log("[Baidu] request response content type: ", contentType);
  120. if (contentType?.startsWith("text/plain")) {
  121. responseText = await res.clone().text();
  122. return finish();
  123. }
  124. if (
  125. !res.ok ||
  126. !res.headers
  127. .get("content-type")
  128. ?.startsWith(EventStreamContentType) ||
  129. res.status !== 200
  130. ) {
  131. const responseTexts = [responseText];
  132. let extraInfo = await res.clone().text();
  133. try {
  134. const resJson = await res.clone().json();
  135. extraInfo = prettyObject(resJson);
  136. } catch { }
  137. if (res.status === 401) {
  138. responseTexts.push(Locale.Error.Unauthorized);
  139. }
  140. if (extraInfo) {
  141. responseTexts.push(extraInfo);
  142. }
  143. responseText = responseTexts.join("\n\n");
  144. return finish();
  145. }
  146. },
  147. onmessage(msg) {
  148. if (msg.data === "[DONE]" || finished) {
  149. return finish();
  150. }
  151. const text = msg.data;
  152. try {
  153. const json = JSON.parse(text);
  154. const choices = json.choices as Array<{
  155. delta: { content: string };
  156. }>;
  157. const delta = choices[0]?.delta?.content;
  158. if (delta) {
  159. remainText += delta;
  160. }
  161. } catch (e) {
  162. console.error("[Request] parse error", text, msg);
  163. }
  164. },
  165. onclose() {
  166. finish();
  167. },
  168. onerror(e) {
  169. options.onError?.(e);
  170. throw e;
  171. },
  172. openWhenHidden: true,
  173. });
  174. } else {
  175. const res = await fetch(chatPath, chatPayload);
  176. clearTimeout(requestTimeoutId);
  177. const resJson = await res.json();
  178. const message = resJson?.result;
  179. options.onFinish(message);
  180. }
  181. } catch (e) {
  182. options.onError?.(e as Error);
  183. }
  184. }
  185. async usage() {
  186. return {
  187. used: 0,
  188. total: 0,
  189. };
  190. }
  191. async models(): Promise<LLMModel[]> {
  192. return [];
  193. }
  194. }