commit 9fed7b2cbcecadd59493117c37b8a83e4ad47f83 Author: [Quy Anh] «Elliot» Nguyen Date: Wed Jun 24 16:12:16 2026 +0200 --- diff --git a/.dockerignore b/.dockerignore new file mode 100644 index 0000000..4c49bd7 --- /dev/null +++ b/.dockerignore @@ -0,0 +1 @@ +.env diff --git a/.env.example b/.env.example new file mode 100644 index 0000000..c7bc3fd --- /dev/null +++ b/.env.example @@ -0,0 +1,5 @@ +OPENAI_API_KEY= +PINECONE_API_KEY= +PINECONE_INDEX= +PINECONE_NAMESPACE= +API_PORT= \ No newline at end of file diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..ea84c28 --- /dev/null +++ b/.gitignore @@ -0,0 +1,4 @@ +node_modules +.env +.env.production +redeploy.sh diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000..6d0a376 --- /dev/null +++ b/Dockerfile @@ -0,0 +1,15 @@ +FROM node:latest + +WORKDIR /usr/src/app + +COPY package.json . +COPY package-lock.json . +RUN npm install + +COPY . . +COPY .env.production .env +ENV NODE_ENV production + +EXPOSE 4000 + +CMD ["npm", "run", "start"] diff --git a/PRIVACY_POLICY.md b/PRIVACY_POLICY.md new file mode 100644 index 0000000..801e945 --- /dev/null +++ b/PRIVACY_POLICY.md @@ -0,0 +1 @@ +This backend server doesn't store any user data. Data sent to the server is only used temporarily to fetch the related news articles. Chat content might be logged by OpenAI, which is not the creator of this GPT. diff --git a/README.md b/README.md new file mode 100644 index 0000000..227c4fc --- /dev/null +++ b/README.md @@ -0,0 +1 @@ +# Backend for FoxGPT 🦊 diff --git a/action-schema.yaml b/action-schema.yaml new file mode 100644 index 0000000..ebf1117 --- /dev/null +++ b/action-schema.yaml @@ -0,0 +1,65 @@ +openapi: 3.1.0 +info: + title: Fox News API for GPT + description: This API allows the GPT to retrieve the latest Fox News articles stored in a vector database. + version: 1.0.0 +servers: + - url: https://foxgpt-backend.elliot-at-zuri.ch + description: Server to query Fox News articles +paths: + /query: + post: + operationId: getArticles + summary: Get newest news articles from Fox News. + description: This endpoint retrieves relevant news articles based on keywords to retrieve the top `k` similar items. + requestBody: + required: true + content: + application/json: + schema: + type: object + properties: + keywords: + type: array + items: + type: string + description: The keywords to search for relevant news articles. + topK: + type: integer + default: 1 + description: The number of top articles to retrieve. + responses: + '200': + description: A list of news articles. + content: + application/json: + schema: + type: object + properties: + matches: + type: array + items: + type: object + properties: + headline: + type: string + description: Title of the news article. + articleBody: + type: string + description: Content of the news article. + datePublished: + type: string + description: The time the article was published. + dateModified: + type: string + description: The time the article was last modified. + description: + type: string + description: A short summary of the news article. + url: + type: string + description: The URL at which the article is published. + '400': + description: Invalid request + '500': + description: Internal server error diff --git a/env.d.ts b/env.d.ts new file mode 100644 index 0000000..e49e447 --- /dev/null +++ b/env.d.ts @@ -0,0 +1,13 @@ +declare global { + namespace NodeJS { + interface ProcessEnv { + OPENAI_API_KEY: string; + PINECONE_API_KEY: string; + PINECONE_INDEX: string; + PINECONE_NAMESPACE: string; + API_PORT: string; + } + } +} + +export {} diff --git a/first-deploy.sh b/first-deploy.sh new file mode 100755 index 0000000..4070fd1 --- /dev/null +++ b/first-deploy.sh @@ -0,0 +1,13 @@ +#!/bin/bash + +docker build --no-cache -t elliotathelsinki/foxgpt:latest . +docker push elliotathelsinki/foxgpt:latest +ssh -i /home/elliot/.ssh/id_rsa ubuntu@elliot-at-zuri.ch " + sudo docker pull elliotathelsinki/foxgpt:latest && + sudo dokku apps:create foxgpt && + sudo dokku domains:set foxgpt foxgpt-backend.elliot-at-zuri.ch && + sudo dokku ports:set foxgpt http:80:4000 && + sudo dokku letsencrypt:enable foxgpt && + sudo dokku git:from-image foxgpt elliotathelsinki/foxgpt:latest && + sudo dokku ps:rebuild foxgpt +" diff --git a/instructions.txt b/instructions.txt new file mode 100644 index 0000000..f731cf8 --- /dev/null +++ b/instructions.txt @@ -0,0 +1 @@ +FoxGPT is your go-to news host from Fox News, designed to keep you informed about the latest events and stories. With access to the latest news articles through the getArticles action, FoxGPT provides timely updates and answers your questions with detailed summaries of the latest news. Whether you're looking for a quick headline, an in-depth summary, or need specific information about current events, FoxGPT is here to deliver reliable and up-to-date news, keeping the tone professional, informative, and engaging. FoxGPT can also retrieve and summarize the latest articles for you upon request. FoxGPT should automatically correct any spelling or grammatical error in the retrieved articles. 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+1,30 @@ +{ + "name": "foxgpt-backend", + "type": "module", + "scripts": { + "dev": "tsx watch --env-file=.env --require reflect-metadata --require tsconfig-paths/register --require dotenv-safe/config src/index.ts", + "start": "tsx --env-file=.env --require reflect-metadata --require tsconfig-paths/register --require dotenv-safe/config src/index.ts", + "fetch": "tsx --env-file=.env --require reflect-metadata --require tsconfig-paths/register --require dotenv-safe/config src/fetch.ts", + "env:generate": "gen-env-types .env -o env.d.ts -e ." + }, + "dependencies": { + "@langchain/openai": "^0.2.6", + "@pinecone-database/pinecone": "^3.0.0", + "cheerio": "^1.0.0", + "dotenv-safe": "^9.1.0", + "express": "^4.19.2", + "node-cron": "^3.0.3", + "reflect-metadata": "^0.2.2", + "tsconfig-paths": "^4.2.0", + "tsx": "^4.17.0", + "uuid": "^10.0.0" + }, + "devDependencies": { + "@types/dotenv-safe": "^8.1.6", + "@types/express": "^4.17.21", + "@types/node": "^20.14.10", + "@types/node-cron": "^3.0.11", + "gen-env-types": "^1.3.4", + "typescript": "^5.5.3" + } +} diff --git a/src/constants.ts b/src/constants.ts new file mode 100644 index 0000000..1d267e6 --- /dev/null +++ b/src/constants.ts @@ -0,0 +1 @@ +export const __prod__ = process.env.NODE_ENV ==='production' diff --git a/src/embeddings.json b/src/embeddings.json new file mode 100644 index 0000000..fffe8d1 --- /dev/null +++ b/src/embeddings.json @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/src/fetch.ts b/src/fetch.ts new file mode 100644 index 0000000..e0f41ff --- /dev/null +++ b/src/fetch.ts @@ -0,0 +1,82 @@ +import * as cheerio from 'cheerio' +import { embeddings, ns, pc } from '@/src/libs' +import * as fs from 'fs/promises' +import path, { dirname } from 'path' +import { fileURLToPath } from 'url' + +const __filename = fileURLToPath(import.meta.url) +const __dirname = dirname(__filename) + +const htmlContent = await (await fetch('https://www.foxnews.com/world')).text() + +const $ = cheerio.load(htmlContent) + +const articleURLs: string[] = [] +$('article a').each((_, element) => { + let url = $(element).attr('href') + if (url && url.startsWith('/')) { + // Ensure it is a full URL, Fox News uses relative URLs + url = `https://www.foxnews.com${url}` + if (!url.startsWith('https://www.foxnews.com/video/') && !articleURLs.includes(url)) { + articleURLs.push(url) + } + } +}) + +const objects: { url: string, json: string }[] = [] +const contentStrings: string[] = [] + +for (let i = 0;i < articleURLs.length;i++) { + const url = articleURLs[i] + console.log(`Fetching ${url}`) + const html = await (await fetch(url)).text() + + const $ = cheerio.load(html) + + const scriptTags = $('script[type="application/ld+json"]') + + let extractedData: { headline?: string, articleBody?: string, datePublished?: string, dateModified?: string, description?: string } = {} + + scriptTags.each((_, element) => { + const jsonScriptTag = $(element).html() + if (jsonScriptTag) { + try { + const jsonData = JSON.parse(jsonScriptTag) + + if (jsonData.headline && jsonData.articleBody && jsonData.datePublished && jsonData.dateModified && jsonData.description) { + extractedData = { + headline: jsonData.headline, + articleBody: jsonData.articleBody, + datePublished: jsonData.datePublished, + dateModified: jsonData.dateModified, + description: jsonData.description + } + contentStrings.push(JSON.stringify(extractedData)) + objects.push({ json: JSON.stringify(extractedData), url }) + } + } catch (error) { + console.error('Failed to parse JSON:', error) + } + } + }) +} + +const vectorEmbeddings = await embeddings.embedDocuments(contentStrings) +await fs.writeFile(path.join(__dirname, './embeddings.json'), JSON.stringify(vectorEmbeddings)) + +const indexes = (await pc.listIndexes()).indexes +if (!indexes || !indexes.find(i => i.name == process.env.PINECONE_INDEX)) { + console.log(await pc.createIndex({ + name: process.env.PINECONE_INDEX, + metric: 'cosine', + dimension: 1536, + spec: { + serverless: { + cloud: 'aws', + region: 'us-east-1' + } + } + })) +} + +await ns.upsert(objects.map((o, i, _) => ({ id: o.url, values: vectorEmbeddings[i], metadata: { payload: o.json } }))) diff --git a/src/index.ts b/src/index.ts new file mode 100644 index 0000000..156535a --- /dev/null +++ b/src/index.ts @@ -0,0 +1,119 @@ +import { __prod__ } from '@/src/constants' +import { embeddings, ns } from '@/src/libs' +import * as cheerio from 'cheerio' +import express from 'express' +import http from 'http' +import cron from 'node-cron' + +const app = express() +http.createServer(app) + +app.use(express.json()) + +app.listen(parseInt(process.env.API_PORT), () => { + if (!__prod__) { + console.log(`Server started on localhost:${process.env.API_PORT}.`) + } + else { + console.log(`Server started at ${process.env.BACKEND_ORIGIN}.`) + } +}) + +app.get('/', (_, res) => { + res.send('Welcome to Express.') +}) + +app.post('/query', async (req, res) => { + let keywords = [] + if (!req.body.keywords || req.body.keywords.length == 0) { + keywords.push('Latest news') + } + else { + keywords = req.body.keywords + } + const embedding = (await embeddings.embedQuery(JSON.stringify(keywords))) + + const result = await ns.query({ + topK: req.body.topK, + vector: embedding, + includeValues: true, + includeMetadata: true + }) + + const payloads = result.matches.map(m => { + const url = m.id + const obj = JSON.parse(m.metadata?.payload as string) + return { ...obj, url } + }) + + res.json(payloads) +}) + +cron.schedule('0 0 * * *', async () => { + const htmlContent = await (await fetch('https://www.foxnews.com/world')).text() + + const $ = cheerio.load(htmlContent) + + const articleURLs: string[] = [] + $('article a').each((_, element) => { + let url = $(element).attr('href') + if (url && url.startsWith('/')) { + url = `https://www.foxnews.com${url}` + if (!url.startsWith('https://www.foxnews.com/video/') && !articleURLs.includes(url)) { + articleURLs.push(url) + } + } + }) + + const newArticleURLs = [] + + for (let i = 0;i < articleURLs.length;i++) { + const url = articleURLs[i] + const result = await ns.query({ id: url, topK: 1 }) + if (result.matches.length == 0) { + newArticleURLs.push(url) + } + } + + const objects: { url: string, json: string }[] = [] + const contentStrings: string[] = [] + + for (let i = 0;i < newArticleURLs.length;i++) { + const url = newArticleURLs[i] + console.log(`Fetching ${url}`) + const html = await (await fetch(url)).text() + + const $ = cheerio.load(html) + + const scriptTags = $('script[type="application/ld+json"]') + + let extractedData: { headline?: string, articleBody?: string, datePublished?: string, dateModified?: string, description?: string } = {} + + scriptTags.each((_, element) => { + const jsonScriptTag = $(element).html() + if (jsonScriptTag) { + try { + const jsonData = JSON.parse(jsonScriptTag) + + if (jsonData.headline && jsonData.articleBody && jsonData.datePublished && jsonData.dateModified && jsonData.description) { + extractedData = { + headline: jsonData.headline, + articleBody: jsonData.articleBody, + datePublished: jsonData.datePublished, + dateModified: jsonData.dateModified, + description: jsonData.description + } + contentStrings.push(JSON.stringify(extractedData)) + objects.push({ json: JSON.stringify(extractedData), url }) + } + } catch (error) { + console.error('Failed to parse JSON:', error) + } + } + }) + } + + const vectorEmbeddings = await embeddings.embedDocuments(contentStrings) + + await ns.upsert(objects.map((o, i, _) => ({ id: o.url, values: vectorEmbeddings[i], metadata: { payload: o.json } }))) +}) \ No newline at end of file diff --git a/src/libs.ts b/src/libs.ts new file mode 100644 index 0000000..f21c65d --- /dev/null +++ b/src/libs.ts @@ -0,0 +1,14 @@ +import { OpenAIEmbeddings } from '@langchain/openai' +import { Pinecone } from '@pinecone-database/pinecone' + +export const embeddings = new OpenAIEmbeddings({ + apiKey: process.env.OPENAI_API_KEY, + model: 'text-embedding-3-small', + dimensions: 1536 +}) + +export const pc = new Pinecone({ + apiKey: process.env.PINECONE_API_KEY +}) + +export const ns = pc.index(process.env.PINECONE_INDEX).namespace(process.env.PINECONE_NAMESPACE) \ No newline at end of file diff --git a/src/openai.yaml b/src/openai.yaml new file mode 100644 index 0000000..0c20938 --- /dev/null +++ b/src/openai.yaml @@ -0,0 +1,65 @@ +openapi: 3.1.0 +info: + title: Fox News API for GPT + description: This API allows the GPT to retrieve the latest Fox News articles stored in a vector database. + version: 1.0.0 +servers: + - url: https://foxgpt-backend.elliot-at-zuri.ch + description: Server to query Fox News articles +paths: + /query: + post: + operationId: getArticles + summary: Get newest news articles from Fox News. + description: This endpoint retrieves relevant news articles based on keywords to retrieve the top `k` similar items. + requestBody: + required: true + content: + application/json: + schema: + type: object + properties: + keywords: + type: array + items: + type: string + description: The keywords to search for relevant news articles. + topK: + type: integer + default: 1 + description: The number of top articles to retrieve. + responses: + "200": + description: A list of news articles. + content: + application/json: + schema: + type: object + properties: + matches: + type: array + items: + type: object + properties: + headline: + type: string + description: Title of the news article. + articleBody: + type: string + description: Content of the news article. + datePublished: + type: string + description: The time the article was published. + dateModified: + type: string + description: The time the article was last modified. + description: + type: string + description: A short summary of the news article. + url: + type: string + description: The URL at which the article is published. + "400": + description: Invalid request + "500": + description: Internal server error diff --git a/tsconfig.json b/tsconfig.json new file mode 100644 index 0000000..f0a5d5d --- /dev/null +++ b/tsconfig.json @@ -0,0 +1,39 @@ +{ + "compilerOptions": { + "target": "ESNext", + "module": "ESNext", + "lib": [ + "ESNext" + ], + "skipLibCheck": true, + "sourceMap": true, + "moduleResolution": "node", + "removeComments": true, + "noImplicitAny": true, + "strictNullChecks": true, + "strictFunctionTypes": true, + "noImplicitThis": true, + "noUnusedLocals": false, + "noUnusedParameters": false, + "noImplicitReturns": true, + "noFallthroughCasesInSwitch": true, + "allowSyntheticDefaultImports": true, + "esModuleInterop": true, + "emitDecoratorMetadata": true, + "experimentalDecorators": true, + "resolveJsonModule": true, + "baseUrl": ".", + "paths": { + "@/*": [ + "./*" + ] + } + }, + "exclude": [ + "node_modules" + ], + "include": [ + "env.d.ts", + "./src/**/*.ts" + ] +} \ No newline at end of file