google.ts 5.9 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 apiClient = this;
  23. const messages = options.messages.map((v) => ({
  24. role: v.role.replace("assistant", "model").replace("system", "user"),
  25. parts: [{ text: v.content }],
  26. }));
  27. // google requires that role in neighboring messages must not be the same
  28. for (let i = 0; i < messages.length - 1; ) {
  29. // Check if current and next item both have the role "model"
  30. if (messages[i].role === messages[i + 1].role) {
  31. // Concatenate the 'parts' of the current and next item
  32. messages[i].parts = messages[i].parts.concat(messages[i + 1].parts);
  33. // Remove the next item
  34. messages.splice(i + 1, 1);
  35. } else {
  36. // Move to the next item
  37. i++;
  38. }
  39. }
  40. const modelConfig = {
  41. ...useAppConfig.getState().modelConfig,
  42. ...useChatStore.getState().currentSession().mask.modelConfig,
  43. ...{
  44. model: options.config.model,
  45. },
  46. };
  47. const requestPayload = {
  48. contents: messages,
  49. generationConfig: {
  50. // stopSequences: [
  51. // "Title"
  52. // ],
  53. temperature: modelConfig.temperature,
  54. maxOutputTokens: modelConfig.max_tokens,
  55. topP: modelConfig.top_p,
  56. // "topK": modelConfig.top_k,
  57. },
  58. };
  59. console.log("[Request] google payload: ", requestPayload);
  60. const shouldStream = !!options.config.stream;
  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 streamChatPath = chatPath.replace(
  80. "generateContent",
  81. "streamGenerateContent",
  82. );
  83. let finished = false;
  84. const finish = () => {
  85. finished = true;
  86. options.onFinish(responseText + remainText);
  87. };
  88. // animate response to make it looks smooth
  89. function animateResponseText() {
  90. if (finished || controller.signal.aborted) {
  91. responseText += remainText;
  92. finish();
  93. return;
  94. }
  95. if (remainText.length > 0) {
  96. const fetchCount = Math.max(1, Math.round(remainText.length / 60));
  97. const fetchText = remainText.slice(0, fetchCount);
  98. responseText += fetchText;
  99. remainText = remainText.slice(fetchCount);
  100. options.onUpdate?.(responseText, fetchText);
  101. }
  102. requestAnimationFrame(animateResponseText);
  103. }
  104. // start animaion
  105. animateResponseText();
  106. fetch(streamChatPath, chatPayload)
  107. .then((response) => {
  108. const reader = response?.body?.getReader();
  109. const decoder = new TextDecoder();
  110. let partialData = "";
  111. return reader?.read().then(function processText({
  112. done,
  113. value,
  114. }): Promise<any> {
  115. if (done) {
  116. console.log("Stream complete");
  117. // options.onFinish(responseText + remainText);
  118. finished = true;
  119. return Promise.resolve();
  120. }
  121. partialData += decoder.decode(value, { stream: true });
  122. try {
  123. let data = JSON.parse(ensureProperEnding(partialData));
  124. console.log(data);
  125. let fetchText = apiClient.extractMessage(data[data.length - 1]);
  126. console.log("[Response Animation] fetchText: ", fetchText);
  127. remainText += fetchText;
  128. } catch (error) {
  129. // skip error message when parsing json
  130. }
  131. return reader.read().then(processText);
  132. });
  133. })
  134. .catch((error) => {
  135. console.error("Error:", error);
  136. });
  137. } else {
  138. const res = await fetch(chatPath, chatPayload);
  139. clearTimeout(requestTimeoutId);
  140. const resJson = await res.json();
  141. if (resJson?.promptFeedback?.blockReason) {
  142. // being blocked
  143. options.onError?.(
  144. new Error(
  145. "Message is being blocked for reason: " +
  146. resJson.promptFeedback.blockReason,
  147. ),
  148. );
  149. }
  150. const message = this.extractMessage(resJson);
  151. options.onFinish(message);
  152. }
  153. } catch (e) {
  154. console.log("[Request] failed to make a chat request", e);
  155. options.onError?.(e as Error);
  156. }
  157. }
  158. usage(): Promise<LLMUsage> {
  159. throw new Error("Method not implemented.");
  160. }
  161. async models(): Promise<LLMModel[]> {
  162. return [];
  163. }
  164. path(path: string): string {
  165. return "/api/google/" + path;
  166. }
  167. }
  168. function ensureProperEnding(str: string) {
  169. if (str.startsWith("[") && !str.endsWith("]")) {
  170. return str + "]";
  171. }
  172. return str;
  173. }