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ai21 - text improvement & segmentation, grammar and answer
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‎contextualAnswers.ts‎

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class ContextualAnswer {
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access_token: string;
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constructor(access_token: string) {
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this.access_token = access_token;
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}
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getContextualAnswer = async (context:string, question: string) => {
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try {
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// Make the GET request using fetch
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const response = await fetch("https://api.ai21.com/studio/v1/answer", {
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headers: {
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"Authorization": `Bearer ${this.access_token}`,
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"Content-Type": "application/json"
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},
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body: JSON.stringify({
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"context": context,
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"question": question
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}),
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method: "POST"
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});
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// Parse the JSON response
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const data = await response.json();
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// Return the data
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return data;
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} catch (error) {
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// Handle errors that occurred during the fetch call
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console.error('An error occurred while fetching data');
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return 'An error occurred while fetching data';
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}
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};
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}
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export default ContextualAnswer;

‎dist/contextualAnswers.js‎

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"use strict";
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var __awaiter = (this && this.__awaiter) || function (thisArg, _arguments, P, generator) {
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function adopt(value) { return value instanceof P ? value : new P(function (resolve) { resolve(value); }); }
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return new (P || (P = Promise))(function (resolve, reject) {
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function fulfilled(value) { try { step(generator.next(value)); } catch (e) { reject(e); } }
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function rejected(value) { try { step(generator["throw"](value)); } catch (e) { reject(e); } }
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function step(result) { result.done ? resolve(result.value) : adopt(result.value).then(fulfilled, rejected); }
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step((generator = generator.apply(thisArg, _arguments || [])).next());
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});
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};
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Object.defineProperty(exports, "__esModule", { value: true });
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class ContextualAnswer {
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constructor(access_token) {
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this.getContextualAnswer = (context, question) => __awaiter(this, void 0, void 0, function* () {
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try {
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// Make the GET request using fetch
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const response = yield fetch("https://api.ai21.com/studio/v1/answer", {
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headers: {
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"Authorization": `Bearer ${this.access_token}`,
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"Content-Type": "application/json"
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},
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body: JSON.stringify({
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"context": context,
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"question": question
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}),
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method: "POST"
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});
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// Parse the JSON response
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const data = yield response.json();
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// Return the data
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return data;
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}
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catch (error) {
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// Handle errors that occurred during the fetch call
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console.error('An error occurred while fetching data');
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return 'An error occurred while fetching data';
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}
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});
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this.access_token = access_token;
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}
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}
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exports.default = ContextualAnswer;

‎dist/grammaticalCorrection.js‎

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"use strict";
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var __awaiter = (this && this.__awaiter) || function (thisArg, _arguments, P, generator) {
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function adopt(value) { return value instanceof P ? value : new P(function (resolve) { resolve(value); }); }
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return new (P || (P = Promise))(function (resolve, reject) {
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function fulfilled(value) { try { step(generator.next(value)); } catch (e) { reject(e); } }
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function rejected(value) { try { step(generator["throw"](value)); } catch (e) { reject(e); } }
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function step(result) { result.done ? resolve(result.value) : adopt(result.value).then(fulfilled, rejected); }
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step((generator = generator.apply(thisArg, _arguments || [])).next());
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});
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};
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Object.defineProperty(exports, "__esModule", { value: true });
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class GrammaticalCorrection {
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constructor(access_token) {
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this.getGrammaticalCorrection = (text) => __awaiter(this, void 0, void 0, function* () {
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try {
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// Make the GET request using fetch
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const response = yield fetch("https://api.ai21.com/studio/v1/gec", {
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headers: {
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"Authorization": `Bearer ${this.access_token}`,
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"Content-Type": "application/json"
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},
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body: JSON.stringify({
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"text": text
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}),
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method: "POST"
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});
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// Parse the JSON response
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const data = yield response.json();
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// Return the data
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return data;
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}
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catch (error) {
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// Handle errors that occurred during the fetch call
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console.error('An error occurred while fetching data');
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return 'An error occurred while fetching data';
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}
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});
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this.access_token = access_token;
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}
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}
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exports.default = GrammaticalCorrection;
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// import requests
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// fetch("https://api.ai21.com/studio/v1/paraphrase", {
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// headers: {
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// "Authorization": "Bearer YOUR_API_KEY",
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// "Content-Type": "application/json"
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// },
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// body: JSON.stringify({
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// "text": "Throughout this page, we will explore the advantages and features of the Paraphrase API."
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// }),
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// method: "POST"
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// });

‎dist/test.js‎

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‎dist/textImprovements.js‎

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"use strict";
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var __awaiter = (this && this.__awaiter) || function (thisArg, _arguments, P, generator) {
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function adopt(value) { return value instanceof P ? value : new P(function (resolve) { resolve(value); }); }
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return new (P || (P = Promise))(function (resolve, reject) {
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function fulfilled(value) { try { step(generator.next(value)); } catch (e) { reject(e); } }
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function rejected(value) { try { step(generator["throw"](value)); } catch (e) { reject(e); } }
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function step(result) { result.done ? resolve(result.value) : adopt(result.value).then(fulfilled, rejected); }
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step((generator = generator.apply(thisArg, _arguments || [])).next());
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});
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};
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Object.defineProperty(exports, "__esModule", { value: true });
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class TextImprovements {
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constructor(access_token) {
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this.getTextImprovements = (text, types) => __awaiter(this, void 0, void 0, function* () {
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try {
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// Make the GET request using fetch
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const response = yield fetch("https://api.ai21.com/studio/v1/improvements", {
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headers: {
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"Authorization": `Bearer ${this.access_token}`,
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"Content-Type": "application/json"
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},
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body: JSON.stringify({
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"text": text,
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"types": types
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}),
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method: "POST"
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});
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// Parse the JSON response
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const data = yield response.json();
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// Return the data
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return data;
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}
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catch (error) {
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// Handle errors that occurred during the fetch call
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console.error('An error occurred while fetching data');
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return 'An error occurred while fetching data';
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}
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});
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this.access_token = access_token;
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}
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}
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exports.default = TextImprovements;

‎dist/textSegmentation.js‎

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"use strict";
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var __awaiter = (this && this.__awaiter) || function (thisArg, _arguments, P, generator) {
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function adopt(value) { return value instanceof P ? value : new P(function (resolve) { resolve(value); }); }
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return new (P || (P = Promise))(function (resolve, reject) {
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function fulfilled(value) { try { step(generator.next(value)); } catch (e) { reject(e); } }
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function rejected(value) { try { step(generator["throw"](value)); } catch (e) { reject(e); } }
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function step(result) { result.done ? resolve(result.value) : adopt(result.value).then(fulfilled, rejected); }
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step((generator = generator.apply(thisArg, _arguments || [])).next());
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});
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};
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Object.defineProperty(exports, "__esModule", { value: true });
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class TextSegmentation {
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constructor(access_token) {
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this.getTextSegmentation = (text, type) => __awaiter(this, void 0, void 0, function* () {
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try {
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// Make the GET request using fetch
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const response = yield fetch("https://api.ai21.com/studio/v1/segmentation", {
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headers: {
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"Authorization": `Bearer ${this.access_token}`,
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"Content-Type": "application/json"
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},
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body: JSON.stringify({
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"source": text,
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"sourceType": type
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}),
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method: "POST"
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});
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// Parse the JSON response
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const data = yield response.json();
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// Return the data
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return data;
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}
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catch (error) {
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// Handle errors that occurred during the fetch call
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console.error('An error occurred while fetching data');
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return 'An error occurred while fetching data';
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}
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});
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this.access_token = access_token;
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}
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}
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exports.default = TextSegmentation;

‎grammaticalCorrection.ts‎

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class GrammaticalCorrection {
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access_token: string;
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constructor(access_token: string) {
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this.access_token = access_token;
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}
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getGrammaticalCorrection = async (text:string) => {
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try {
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// Make the GET request using fetch
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const response = await fetch("https://api.ai21.com/studio/v1/gec", {
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headers: {
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"Authorization": `Bearer ${this.access_token}`,
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"Content-Type": "application/json"
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},
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body: JSON.stringify({
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"text": text
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}),
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method: "POST"
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});
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// Parse the JSON response
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const data = await response.json();
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// Return the data
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return data;
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} catch (error) {
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// Handle errors that occurred during the fetch call
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console.error('An error occurred while fetching data');
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return 'An error occurred while fetching data';
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}
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};
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}
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export default GrammaticalCorrection;
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// import requests
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// fetch("https://api.ai21.com/studio/v1/paraphrase", {
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// headers: {
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// "Authorization": "Bearer YOUR_API_KEY",
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// "Content-Type": "application/json"
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// },
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// body: JSON.stringify({
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// "text": "Throughout this page, we will explore the advantages and features of the Paraphrase API."
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// }),
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// method: "POST"
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// });

‎package.json‎

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"keywords": [
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"ai21",
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"artifical-intelligence",
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"paraphrase"
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"NLP",
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"Natural Language Processing",
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"paraphrase",
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"grammatical-correction-error",
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"contextual-answer",
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"text-improvement",
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"text-segmentation"
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],
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"author": "muhammad-usman-108",
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"license": "MIT",

‎test.ts‎

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import Paraphrase from './paraphrase';
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import GrammaticalCorrection from './grammaticalCorrection';
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import TextImprovements from './textImprovements';
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import TextSegmentation from './textSegmentation';
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import ContextualAnswer from './contextualAnswers';
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const access_token = 'xxxxxxxxxxxxxxxxxxx';
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const access_token = 'xxxxxxxxxxxxxxxx';
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// Usage example
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const tf = new Paraphrase(access_token);
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const paraphrase = new Paraphrase(access_token);
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const grammaticalCorrection = new GrammaticalCorrection(access_token);
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const textImprovements = new TextImprovements(access_token);
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const textSegmentation = new TextSegmentation(access_token);
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const contextualAnswer = new ContextualAnswer(access_token);
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const context = 'In 2020 and 2021, enormous QE — approximately $4.4 trillion, or 18%, of 2021 gross domestic product (GDP) — and enormous fiscal stimulus (which has been and always will be inflationary) — approximately $5 trillion, or 21%, of 2021 GDP — stabilized markets and allowed companies to raise enormous amounts of capital. In addition, this infusion of capital saved many small businesses and put more than $2.5 trillion in the hands of consumers and almost $1 trillion into state and local coffers. These actions led to a rapid decline in unemployment, dropping from 15% to under 4% in 20 months — the magnitude and speed of which were both unprecedented. Additionally, the economy grew 7% in 2021 despite the arrival of the Delta and Omicron variants and the global supply chain shortages, which were largely fueled by the dramatic upswing in consumer spending and the shift in that spend from services to goods. Fortunately, during these two years, vaccines for COVID-19 were also rapidly developed and distributed.'
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tf.getParaphrase('I am Muhammad Usman and I am 30 years old from Pakistan').then( result => console.log(result));
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paraphrase.getParaphrase('I am Muhammad Usman and I am 30 years old from Pakistan').then( result => console.log(result));
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grammaticalCorrection.getGrammaticalCorrection('I am Muhammad Usman and I am 30 years old from Pakistan and Studing in Germay university RWTH aachen').then( result => console.log(result));
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textImprovements.getTextImprovements('I am Muhammad Usman and I 30 years old Pakistan Studing in Germay university RWTH aachen', ["fluency"]).then( result => console.log(result));
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textSegmentation.getTextSegmentation('https://www.nhs.uk/conditions/carpal-tunnel-syndrome/', 'URL').then( result => console.log(result));
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contextualAnswer.getContextualAnswer(context, 'Did the economy shrink?').then( result => console.log(result));

‎textImprovements.ts‎

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class TextImprovements {
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access_token: string;
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constructor(access_token: string) {
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this.access_token = access_token;
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}
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getTextImprovements = async (text:string, types: Array<string>) => {
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try {
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// Make the GET request using fetch
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const response = await fetch("https://api.ai21.com/studio/v1/improvements", {
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headers: {
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"Authorization": `Bearer ${this.access_token}`,
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"Content-Type": "application/json"
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},
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body: JSON.stringify({
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"text": text,
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"types": types
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}),
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method: "POST"
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});
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// Parse the JSON response
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const data = await response.json();
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// Return the data
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return data;
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} catch (error) {
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// Handle errors that occurred during the fetch call
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console.error('An error occurred while fetching data');
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return 'An error occurred while fetching data';
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}
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};
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}
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export default TextImprovements;

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