google.ts 6.6 KB

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  1. import { Google, REQUEST_TIMEOUT_MS } from "@/app/constant";
  2. import { ChatOptions, getHeaders, LLMApi, LLMModel, LLMUsage } from "../api";
  3. import { useAccessStore, useAppConfig, useChatStore } from "@/app/store";
  4. import {
  5. EventStreamContentType,
  6. fetchEventSource,
  7. } from "@fortaine/fetch-event-source";
  8. import { prettyObject } from "@/app/utils/format";
  9. import { getClientConfig } from "@/app/config/client";
  10. import Locale from "../../locales";
  11. import { getServerSideConfig } from "@/app/config/server";
  12. export class GeminiProApi implements LLMApi {
  13. extractMessage(res: any) {
  14. console.log("[Response] gemini-pro response: ", res);
  15. return (
  16. res?.candidates?.at(0)?.content?.parts.at(0)?.text ||
  17. res?.error?.message ||
  18. ""
  19. );
  20. }
  21. async chat(options: ChatOptions): Promise<void> {
  22. const messages = options.messages.map((v) => ({
  23. role: v.role.replace("assistant", "model").replace("system", "user"),
  24. parts: [{ text: v.content }],
  25. }));
  26. // google requires that role in neighboring messages must not be the same
  27. for (let i = 0; i < messages.length - 1; ) {
  28. // Check if current and next item both have the role "model"
  29. if (messages[i].role === messages[i + 1].role) {
  30. // Concatenate the 'parts' of the current and next item
  31. messages[i].parts = messages[i].parts.concat(messages[i + 1].parts);
  32. // Remove the next item
  33. messages.splice(i + 1, 1);
  34. } else {
  35. // Move to the next item
  36. i++;
  37. }
  38. }
  39. const modelConfig = {
  40. ...useAppConfig.getState().modelConfig,
  41. ...useChatStore.getState().currentSession().mask.modelConfig,
  42. ...{
  43. model: options.config.model,
  44. },
  45. };
  46. const requestPayload = {
  47. contents: messages,
  48. generationConfig: {
  49. // stopSequences: [
  50. // "Title"
  51. // ],
  52. temperature: modelConfig.temperature,
  53. maxOutputTokens: modelConfig.max_tokens,
  54. topP: modelConfig.top_p,
  55. // "topK": modelConfig.top_k,
  56. },
  57. };
  58. console.log("[Request] google payload: ", requestPayload);
  59. // todo: support stream later
  60. const shouldStream = false;
  61. const controller = new AbortController();
  62. options.onController?.(controller);
  63. try {
  64. const chatPath = this.path(Google.ChatPath);
  65. const chatPayload = {
  66. method: "POST",
  67. body: JSON.stringify(requestPayload),
  68. signal: controller.signal,
  69. headers: getHeaders(),
  70. };
  71. // make a fetch request
  72. const requestTimeoutId = setTimeout(
  73. () => controller.abort(),
  74. REQUEST_TIMEOUT_MS,
  75. );
  76. if (shouldStream) {
  77. let responseText = "";
  78. let remainText = "";
  79. let finished = false;
  80. // animate response to make it looks smooth
  81. function animateResponseText() {
  82. if (finished || controller.signal.aborted) {
  83. responseText += remainText;
  84. console.log("[Response Animation] finished");
  85. return;
  86. }
  87. if (remainText.length > 0) {
  88. const fetchCount = Math.max(1, Math.round(remainText.length / 60));
  89. const fetchText = remainText.slice(0, fetchCount);
  90. responseText += fetchText;
  91. remainText = remainText.slice(fetchCount);
  92. options.onUpdate?.(responseText, fetchText);
  93. }
  94. requestAnimationFrame(animateResponseText);
  95. }
  96. // start animaion
  97. animateResponseText();
  98. const finish = () => {
  99. if (!finished) {
  100. finished = true;
  101. options.onFinish(responseText + remainText);
  102. }
  103. };
  104. controller.signal.onabort = finish;
  105. fetchEventSource(chatPath, {
  106. ...chatPayload,
  107. async onopen(res) {
  108. clearTimeout(requestTimeoutId);
  109. const contentType = res.headers.get("content-type");
  110. console.log(
  111. "[OpenAI] request response content type: ",
  112. contentType,
  113. );
  114. if (contentType?.startsWith("text/plain")) {
  115. responseText = await res.clone().text();
  116. return finish();
  117. }
  118. if (
  119. !res.ok ||
  120. !res.headers
  121. .get("content-type")
  122. ?.startsWith(EventStreamContentType) ||
  123. res.status !== 200
  124. ) {
  125. const responseTexts = [responseText];
  126. let extraInfo = await res.clone().text();
  127. try {
  128. const resJson = await res.clone().json();
  129. extraInfo = prettyObject(resJson);
  130. } catch {}
  131. if (res.status === 401) {
  132. responseTexts.push(Locale.Error.Unauthorized);
  133. }
  134. if (extraInfo) {
  135. responseTexts.push(extraInfo);
  136. }
  137. responseText = responseTexts.join("\n\n");
  138. return finish();
  139. }
  140. },
  141. onmessage(msg) {
  142. if (msg.data === "[DONE]" || finished) {
  143. return finish();
  144. }
  145. const text = msg.data;
  146. try {
  147. const json = JSON.parse(text) as {
  148. choices: Array<{
  149. delta: {
  150. content: string;
  151. };
  152. }>;
  153. };
  154. const delta = json.choices[0]?.delta?.content;
  155. if (delta) {
  156. remainText += delta;
  157. }
  158. } catch (e) {
  159. console.error("[Request] parse error", text);
  160. }
  161. },
  162. onclose() {
  163. finish();
  164. },
  165. onerror(e) {
  166. options.onError?.(e);
  167. throw e;
  168. },
  169. openWhenHidden: true,
  170. });
  171. } else {
  172. const res = await fetch(chatPath, chatPayload);
  173. clearTimeout(requestTimeoutId);
  174. const resJson = await res.json();
  175. if (resJson?.promptFeedback?.blockReason) {
  176. // being blocked
  177. options.onError?.(
  178. new Error(
  179. "Message is being blocked for reason: " +
  180. resJson.promptFeedback.blockReason,
  181. ),
  182. );
  183. }
  184. const message = this.extractMessage(resJson);
  185. options.onFinish(message);
  186. }
  187. } catch (e) {
  188. console.log("[Request] failed to make a chat request", e);
  189. options.onError?.(e as Error);
  190. }
  191. }
  192. usage(): Promise<LLMUsage> {
  193. throw new Error("Method not implemented.");
  194. }
  195. async models(): Promise<LLMModel[]> {
  196. return [];
  197. }
  198. path(path: string): string {
  199. return "/api/google/" + path;
  200. }
  201. }