diff --git a/client/.gitignore b/client/.gitignore
new file mode 100644
index 0000000..a547bf3
--- /dev/null
+++ b/client/.gitignore
@@ -0,0 +1,24 @@
+# Logs
+logs
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+pnpm-debug.log*
+lerna-debug.log*
+
+node_modules
+dist
+dist-ssr
+*.local
+
+# Editor directories and files
+.vscode/*
+!.vscode/extensions.json
+.idea
+.DS_Store
+*.suo
+*.ntvs*
+*.njsproj
+*.sln
+*.sw?
diff --git a/client/README.md b/client/README.md
new file mode 100644
index 0000000..963909f
--- /dev/null
+++ b/client/README.md
@@ -0,0 +1,16 @@
+# React + Vite
+
+This template provides a minimal setup to get React working in Vite with HMR and some ESLint rules.
+
+Currently, two official plugins are available:
+
+- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react) uses [Babel](https://babeljs.io/) (or [oxc](https://oxc.rs) when used in [rolldown-vite](https://vite.dev/guide/rolldown)) for Fast Refresh
+- [@vitejs/plugin-react-swc](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react-swc) uses [SWC](https://swc.rs/) for Fast Refresh
+
+## React Compiler
+
+The React Compiler is currently not compatible with SWC. See [this issue](https://github.com/vitejs/vite-plugin-react/issues/428) for tracking the progress.
+
+## Expanding the ESLint configuration
+
+If you are developing a production application, we recommend using TypeScript with type-aware lint rules enabled. Check out the [TS template](https://github.com/vitejs/vite/tree/main/packages/create-vite/template-react-ts) for information on how to integrate TypeScript and [`typescript-eslint`](https://typescript-eslint.io) in your project.
diff --git a/client/eslint.config.js b/client/eslint.config.js
new file mode 100644
index 0000000..cee1e2c
--- /dev/null
+++ b/client/eslint.config.js
@@ -0,0 +1,29 @@
+import js from '@eslint/js'
+import globals from 'globals'
+import reactHooks from 'eslint-plugin-react-hooks'
+import reactRefresh from 'eslint-plugin-react-refresh'
+import { defineConfig, globalIgnores } from 'eslint/config'
+
+export default defineConfig([
+ globalIgnores(['dist']),
+ {
+ files: ['**/*.{js,jsx}'],
+ extends: [
+ js.configs.recommended,
+ reactHooks.configs['recommended-latest'],
+ reactRefresh.configs.vite,
+ ],
+ languageOptions: {
+ ecmaVersion: 2020,
+ globals: globals.browser,
+ parserOptions: {
+ ecmaVersion: 'latest',
+ ecmaFeatures: { jsx: true },
+ sourceType: 'module',
+ },
+ },
+ rules: {
+ 'no-unused-vars': ['error', { varsIgnorePattern: '^[A-Z_]' }],
+ },
+ },
+])
diff --git a/client/index.html b/client/index.html
new file mode 100644
index 0000000..f07b3d0
--- /dev/null
+++ b/client/index.html
@@ -0,0 +1,13 @@
+
+
+
+
+
+
+ client
+
+
+
+
+
+
diff --git a/client/package-lock.json b/client/package-lock.json
new file mode 100644
index 0000000..d1c58ec
--- /dev/null
+++ b/client/package-lock.json
@@ -0,0 +1,3075 @@
+{
+ "name": "client",
+ "version": "0.0.0",
+ "lockfileVersion": 3,
+ "requires": true,
+ "packages": {
+ "": {
+ "name": "client",
+ "version": "0.0.0",
+ "dependencies": {
+ "@tailwindcss/vite": "^4.1.15",
+ "react": "^19.1.1",
+ "react-dom": "^19.1.1",
+ "tailwindcss": "^4.1.15"
+ },
+ "devDependencies": {
+ "@eslint/js": "^9.36.0",
+ "@types/react": "^19.1.16",
+ "@types/react-dom": "^19.1.9",
+ "@vitejs/plugin-react-swc": "^4.1.0",
+ "eslint": "^9.36.0",
+ "eslint-plugin-react-hooks": "^5.2.0",
+ "eslint-plugin-react-refresh": "^0.4.22",
+ "globals": "^16.4.0",
+ "vite": "^7.1.7"
+ }
+ },
+ "node_modules/@esbuild/aix-ppc64": {
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+ }
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+ "integrity": "sha512-XleUoc9uwGXqjWwXaUTZAmzMcFZ5858QA2vvx1Ur5xIcixXIP+8LnFDgRplU30us6teqdlskFfu+ae4K79Ooew==",
+ "dev": true,
+ "license": "MIT",
+ "dependencies": {
+ "prelude-ls": "^1.2.1"
+ },
+ "engines": {
+ "node": ">= 0.8.0"
+ }
+ },
+ "node_modules/uri-js": {
+ "version": "4.4.1",
+ "resolved": "https://registry.npmjs.org/uri-js/-/uri-js-4.4.1.tgz",
+ "integrity": "sha512-7rKUyy33Q1yc98pQ1DAmLtwX109F7TIfWlW1Ydo8Wl1ii1SeHieeh0HHfPeL2fMXK6z0s8ecKs9frCuLJvndBg==",
+ "dev": true,
+ "license": "BSD-2-Clause",
+ "dependencies": {
+ "punycode": "^2.1.0"
+ }
+ },
+ "node_modules/vite": {
+ "version": "7.1.11",
+ "resolved": "https://registry.npmjs.org/vite/-/vite-7.1.11.tgz",
+ "integrity": "sha512-uzcxnSDVjAopEUjljkWh8EIrg6tlzrjFUfMcR1EVsRDGwf/ccef0qQPRyOrROwhrTDaApueq+ja+KLPlzR/zdg==",
+ "license": "MIT",
+ "dependencies": {
+ "esbuild": "^0.25.0",
+ "fdir": "^6.5.0",
+ "picomatch": "^4.0.3",
+ "postcss": "^8.5.6",
+ "rollup": "^4.43.0",
+ "tinyglobby": "^0.2.15"
+ },
+ "bin": {
+ "vite": "bin/vite.js"
+ },
+ "engines": {
+ "node": "^20.19.0 || >=22.12.0"
+ },
+ "funding": {
+ "url": "https://github.com/vitejs/vite?sponsor=1"
+ },
+ "optionalDependencies": {
+ "fsevents": "~2.3.3"
+ },
+ "peerDependencies": {
+ "@types/node": "^20.19.0 || >=22.12.0",
+ "jiti": ">=1.21.0",
+ "less": "^4.0.0",
+ "lightningcss": "^1.21.0",
+ "sass": "^1.70.0",
+ "sass-embedded": "^1.70.0",
+ "stylus": ">=0.54.8",
+ "sugarss": "^5.0.0",
+ "terser": "^5.16.0",
+ "tsx": "^4.8.1",
+ "yaml": "^2.4.2"
+ },
+ "peerDependenciesMeta": {
+ "@types/node": {
+ "optional": true
+ },
+ "jiti": {
+ "optional": true
+ },
+ "less": {
+ "optional": true
+ },
+ "lightningcss": {
+ "optional": true
+ },
+ "sass": {
+ "optional": true
+ },
+ "sass-embedded": {
+ "optional": true
+ },
+ "stylus": {
+ "optional": true
+ },
+ "sugarss": {
+ "optional": true
+ },
+ "terser": {
+ "optional": true
+ },
+ "tsx": {
+ "optional": true
+ },
+ "yaml": {
+ "optional": true
+ }
+ }
+ },
+ "node_modules/which": {
+ "version": "2.0.2",
+ "resolved": "https://registry.npmjs.org/which/-/which-2.0.2.tgz",
+ "integrity": "sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA==",
+ "dev": true,
+ "license": "ISC",
+ "dependencies": {
+ "isexe": "^2.0.0"
+ },
+ "bin": {
+ "node-which": "bin/node-which"
+ },
+ "engines": {
+ "node": ">= 8"
+ }
+ },
+ "node_modules/word-wrap": {
+ "version": "1.2.5",
+ "resolved": "https://registry.npmjs.org/word-wrap/-/word-wrap-1.2.5.tgz",
+ "integrity": "sha512-BN22B5eaMMI9UMtjrGd5g5eCYPpCPDUy0FJXbYsaT5zYxjFOckS53SQDE3pWkVoWpHXVb3BrYcEN4Twa55B5cA==",
+ "dev": true,
+ "license": "MIT",
+ "engines": {
+ "node": ">=0.10.0"
+ }
+ },
+ "node_modules/yocto-queue": {
+ "version": "0.1.0",
+ "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
+ "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==",
+ "dev": true,
+ "license": "MIT",
+ "engines": {
+ "node": ">=10"
+ },
+ "funding": {
+ "url": "https://github.com/sponsors/sindresorhus"
+ }
+ }
+ }
+}
diff --git a/client/package.json b/client/package.json
new file mode 100644
index 0000000..7dcea90
--- /dev/null
+++ b/client/package.json
@@ -0,0 +1,32 @@
+{
+ "name": "client",
+ "private": true,
+ "version": "0.0.0",
+ "type": "module",
+ "scripts": {
+ "dev": "vite",
+ "build": "vite build",
+ "build:text": "VITE_APP_MODE=text vite build",
+ "build:products": "VITE_APP_MODE=products vite build",
+ "build:image": "VITE_APP_MODE=image vite build",
+ "lint": "eslint .",
+ "preview": "vite preview"
+ },
+ "dependencies": {
+ "@tailwindcss/vite": "^4.1.15",
+ "react": "^19.1.1",
+ "react-dom": "^19.1.1",
+ "tailwindcss": "^4.1.15"
+ },
+ "devDependencies": {
+ "@eslint/js": "^9.36.0",
+ "@types/react": "^19.1.16",
+ "@types/react-dom": "^19.1.9",
+ "@vitejs/plugin-react-swc": "^4.1.0",
+ "eslint": "^9.36.0",
+ "eslint-plugin-react-hooks": "^5.2.0",
+ "eslint-plugin-react-refresh": "^0.4.22",
+ "globals": "^16.4.0",
+ "vite": "^7.1.7"
+ }
+}
diff --git a/client/public/amazonicon.png b/client/public/amazonicon.png
new file mode 100644
index 0000000..4b44f27
Binary files /dev/null and b/client/public/amazonicon.png differ
diff --git a/client/public/bestbuylogo.png b/client/public/bestbuylogo.png
new file mode 100644
index 0000000..8967ed5
Binary files /dev/null and b/client/public/bestbuylogo.png differ
diff --git a/client/public/dellelcelogo.jpeg b/client/public/dellelcelogo.jpeg
new file mode 100644
index 0000000..bc80a7d
Binary files /dev/null and b/client/public/dellelcelogo.jpeg differ
diff --git a/client/public/homedepotlogo.webp b/client/public/homedepotlogo.webp
new file mode 100644
index 0000000..70cbd71
Binary files /dev/null and b/client/public/homedepotlogo.webp differ
diff --git a/client/public/stapleslogo.png b/client/public/stapleslogo.png
new file mode 100644
index 0000000..c16ab47
Binary files /dev/null and b/client/public/stapleslogo.png differ
diff --git a/client/public/vite.svg b/client/public/vite.svg
new file mode 100644
index 0000000..e7b8dfb
--- /dev/null
+++ b/client/public/vite.svg
@@ -0,0 +1 @@
+
\ No newline at end of file
diff --git a/client/src/App.jsx b/client/src/App.jsx
new file mode 100644
index 0000000..13fecd9
--- /dev/null
+++ b/client/src/App.jsx
@@ -0,0 +1,21 @@
+import Text from "./components/Text"
+import Products from "./components/Products"
+import Image from "./components/Image"
+
+function App() {
+ const mode = import.meta.env.VITE_APP_MODE || 'image';
+
+ if (mode === "text") return
+ if (mode === "products") return
+ if (mode === "image") return
+
+ return (
+ <>
+
+
+
+ >
+ )
+}
+
+export default App
diff --git a/client/src/assets/react.svg b/client/src/assets/react.svg
new file mode 100644
index 0000000..6c87de9
--- /dev/null
+++ b/client/src/assets/react.svg
@@ -0,0 +1 @@
+
\ No newline at end of file
diff --git a/client/src/components/Image.jsx b/client/src/components/Image.jsx
new file mode 100644
index 0000000..4063761
--- /dev/null
+++ b/client/src/components/Image.jsx
@@ -0,0 +1,19 @@
+import { useState } from 'react';
+import MessageBox from './ui/MessageBox';
+import InputForm from './ui/InputForm';
+
+import ChatContainer from './ui/ChatContainer';
+
+export default function Image() {
+ const [messages, setMessages] = useState([]);
+ const [isLoading, setIsLoading] = useState(false);
+
+ return (
+
+
+
+
+
+
+ );
+}
diff --git a/client/src/components/Products.jsx b/client/src/components/Products.jsx
new file mode 100644
index 0000000..de53651
--- /dev/null
+++ b/client/src/components/Products.jsx
@@ -0,0 +1,17 @@
+import { useState } from 'react';
+import SearchForm from './ui/SearchForm';
+import ProductResults from './ui/ProductResults';
+
+export default function Products() {
+ const [products, setProducts] = useState({});
+ const [isLoading, setIsLoading] = useState(false);
+
+ return (
+
+ );
+}
\ No newline at end of file
diff --git a/client/src/components/Text.jsx b/client/src/components/Text.jsx
new file mode 100644
index 0000000..9da95cb
--- /dev/null
+++ b/client/src/components/Text.jsx
@@ -0,0 +1,19 @@
+import { useState } from 'react';
+import MessageBox from './ui/MessageBox';
+import InputForm from './ui/InputForm';
+
+import ChatContainer from './ui/ChatContainer';
+
+export default function Text() {
+ const [messages, setMessages] = useState([]);
+ const [isLoading, setIsLoading] = useState(false);
+
+ return (
+
+
+
+
+
+
+ );
+}
diff --git a/client/src/components/ui/ChatContainer.jsx b/client/src/components/ui/ChatContainer.jsx
new file mode 100644
index 0000000..278be66
--- /dev/null
+++ b/client/src/components/ui/ChatContainer.jsx
@@ -0,0 +1,13 @@
+
+
+export default function ChatContainer({ header, children }) {
+ return (
+
+
+
{header}
+
+
+ {children}
+
+ )
+}
\ No newline at end of file
diff --git a/client/src/components/ui/InputForm.jsx b/client/src/components/ui/InputForm.jsx
new file mode 100644
index 0000000..fa2d5f1
--- /dev/null
+++ b/client/src/components/ui/InputForm.jsx
@@ -0,0 +1,100 @@
+import { useState } from 'react';
+
+import { NLIPClient } from '../../utils/nlip';
+
+export default function InputForm({ setMessages, isLoading, setIsLoading, allowFileUpload = false }) {
+ const [input, setInput] = useState('');
+ const [selectedFile, setSelectedFile] = useState(null);
+ const nlipClient = new NLIPClient();
+
+ const handleFileChange = (e) => {
+ const file = e.target.files?.[0];
+ if (file) {
+ setSelectedFile(file);
+ }
+ };
+
+ const sendMessage = async (e) => {
+ e.preventDefault();
+ if (!input.trim()) return;
+
+ const userMessage = input.trim();
+ setInput('');
+
+ // Add user message to chat with image data if present
+ const messageData = {
+ role: 'user',
+ content: userMessage,
+ image: selectedFile ? URL.createObjectURL(selectedFile) : null,
+ fileName: selectedFile?.name
+ };
+ setMessages(prev => [...prev, messageData]);
+ setIsLoading(true);
+
+ try {
+ let data;
+ if (allowFileUpload && selectedFile) {
+ data = await nlipClient.sendWithImage(userMessage, selectedFile);
+ data = data.content;
+ setSelectedFile(null);
+ } else {
+ data = await nlipClient.sendMessage(userMessage);
+ }
+ const botMessage = data || 'No response';
+
+ // Add bot response to chat
+ setMessages(prev => [...prev, { role: 'assistant', content: botMessage }]);
+ } catch (error) {
+ console.error('Error sending message:', error);
+ setMessages(prev => [...prev, {
+ role: 'assistant',
+ content: 'Error connecting to chat server.'
+ }]);
+ } finally {
+ setIsLoading(false);
+ }
+ };
+ return (
+
+ )
+}
\ No newline at end of file
diff --git a/client/src/components/ui/MessageBox.jsx b/client/src/components/ui/MessageBox.jsx
new file mode 100644
index 0000000..70cc95d
--- /dev/null
+++ b/client/src/components/ui/MessageBox.jsx
@@ -0,0 +1,50 @@
+export default function ChatBox({messages, isLoading}) {
+ const renderMessageBubbles = () => {
+ return (
+
+ )
+ }
+
+ return (
+
+ {messages.length === 0 && (
+
+
Start a conversation!
+
+ )}
+ {messages.map((msg, index) => (
+
+
+ {msg.image && (
+
+
+
+ )}
+
+
+
+ ))}
+ {isLoading && (
+ renderMessageBubbles()
+ )}
+
+ )
+}
\ No newline at end of file
diff --git a/client/src/components/ui/ProductResults.jsx b/client/src/components/ui/ProductResults.jsx
new file mode 100644
index 0000000..44768df
--- /dev/null
+++ b/client/src/components/ui/ProductResults.jsx
@@ -0,0 +1,102 @@
+export default function ProductResults({products, isLoading}) {
+ const getStoreLogo = (storeName) => {
+ switch (storeName) {
+ case 'Amazon Canada':
+ return '/static/amazonicon.png';
+ case 'Best Buy Canada':
+ return '/static/bestbuylogo.png';
+ case 'Staples Canada':
+ return '/static/stapleslogo.png';
+ case 'Home Depot Canada':
+ return '/static/homedepotlogo.webp';
+ case 'Dellelce Bookstore UWO':
+ return '/static/dellelcelogo.jpeg';
+ default:
+ return null;
+ }
+ }
+
+ const getStoreResults = () => {
+ const storeStats = {};
+ (products?.results ?? []).forEach(product => {
+ if (product.store) {
+ if (!storeStats[product.store]) {
+ storeStats[product.store] = {
+ count: 0,
+ minPrice: Number(product.price),
+ maxPrice: Number(product.price),
+ totalPrice: 0
+ };
+ }
+ storeStats[product.store].count += 1;
+ storeStats[product.store].totalPrice += Number(product.price);
+ storeStats[product.store].minPrice = Math.min(storeStats[product.store].minPrice, Number(product.price));
+ storeStats[product.store].maxPrice = Math.max(storeStats[product.store].maxPrice, Number(product.price));
+ }
+ });
+ return storeStats;
+ }
+
+ const storeStats = getStoreResults();
+ return (
+ <>
+ {(products?.results?.length ?? 0) > 0 && (
+
+ {/* Store stats summary */}
+
+
Store Summary
+
+ {Object.entries(storeStats).map(([store, stats]) => (
+
+
+
+
{store}
+
Products: {stats.count}
+
Min: ${stats.minPrice.toFixed(2)} | Max: ${stats.maxPrice.toFixed(2)}
+
Avg: ${(stats.totalPrice / stats.count).toFixed(2)}
+
+
+ ))}
+
+
+
+
+ )}
+ {(products?.results?.length ?? 0) === 0 && !isLoading && (
+
+
Search for products to see results
+
+ )}
+ >
+ )
+}
\ No newline at end of file
diff --git a/client/src/components/ui/SearchForm.jsx b/client/src/components/ui/SearchForm.jsx
new file mode 100644
index 0000000..7b24172
--- /dev/null
+++ b/client/src/components/ui/SearchForm.jsx
@@ -0,0 +1,48 @@
+import { useState } from "react";
+import { NLIPClient } from "../../utils/nlip";
+
+export default function SearchForm({ setProducts, isLoading, setIsLoading}) {
+ const [query, setQuery] = useState('');
+ const nlipClient = new NLIPClient();
+
+ const handleSearch = async (e) => {
+ e.preventDefault();
+ if (!query.trim()) return;
+
+ setIsLoading(true);
+ try {
+ const response = await nlipClient.sendMessage(query.trim(), true)
+ if (response && response.results.length > 0) {
+ response.results = response.results.filter(product => !Number.isNaN(Number(product.price)));
+ response.results.sort((a,b) => Number(a.price) - Number(b.price))
+ setProducts(response);
+ }
+ } catch (error) {
+ console.error('Error fetching products:', error);
+ } finally {
+ setIsLoading(false);
+ }
+ };
+
+ return (
+
+
Product Search
+
+
+ )
+}
\ No newline at end of file
diff --git a/client/src/index.css b/client/src/index.css
new file mode 100644
index 0000000..20f080a
--- /dev/null
+++ b/client/src/index.css
@@ -0,0 +1 @@
+@import 'tailwindcss'
\ No newline at end of file
diff --git a/client/src/main.jsx b/client/src/main.jsx
new file mode 100644
index 0000000..b9a1a6d
--- /dev/null
+++ b/client/src/main.jsx
@@ -0,0 +1,10 @@
+import { StrictMode } from 'react'
+import { createRoot } from 'react-dom/client'
+import './index.css'
+import App from './App.jsx'
+
+createRoot(document.getElementById('root')).render(
+
+
+ ,
+)
diff --git a/client/src/utils/module_test.js b/client/src/utils/module_test.js
new file mode 100644
index 0000000..7d7e409
--- /dev/null
+++ b/client/src/utils/module_test.js
@@ -0,0 +1,22 @@
+//const { spawn } = require('node:child_process');
+/*
+import { spawn } from 'node:child_process'
+
+export async function runModule(search_term) {
+ const path = "../../website_modules/dellelce_bookstore_module.py"
+
+ const program = spawn('python', [path, search_term])
+
+ let data = ''
+
+ program.stdout.on('data', (stdout) => {
+ data += stdout.toString()
+ })
+
+ // When script is finished, print collected data
+ program.on('close', (code) => {
+ console.log(`child process exited with code ${code}`);
+ console.log(data);
+ });
+}
+*/
\ No newline at end of file
diff --git a/client/src/utils/nlip.js b/client/src/utils/nlip.js
new file mode 100644
index 0000000..6294af0
--- /dev/null
+++ b/client/src/utils/nlip.js
@@ -0,0 +1,448 @@
+function nlipCompareString(value1, value2, matchNone = false) {
+ if (value1 != null && value2 != null) {
+ return value1.toLowerCase() === value2.toLowerCase();
+ }
+ if (matchNone) {
+ return true;
+ } else {
+ return value1 == null && value2 == null;
+ }
+}
+
+const AllowedFormats = {
+ text: "text",
+ token: "token",
+ structured: "structured",
+ binary: "binary",
+ location: "location",
+ error: "error",
+ generic: "generic"
+};
+
+// Usage example:
+// const format = CaseInsensitiveEnum.fromValue(AllowedFormats, "ToKeN"); // returns "token"
+
+class CaseInsensitiveEnum {
+ constructor(enumObj) {
+ this.enumObj = enumObj;
+ this.values = Object.values(enumObj);
+ }
+
+ static fromValue(enumObj, value) {
+ if (typeof value !== 'string') return null;
+ const lowerValue = value.toLowerCase();
+ for (const key in enumObj) {
+ if (enumObj[key].toLowerCase() === lowerValue) {
+ return enumObj[key];
+ }
+ }
+ return null;
+ }
+}
+
+const ReservedTokens = {
+ auth: 'authorization',
+ conv: 'conversation',
+ control: 'control',
+
+ isReserved(field) {
+ if (typeof field !== 'string') return false;
+ const lower = field.toLowerCase();
+ return lower.startsWith(this.auth) || lower.startsWith(this.conv);
+ },
+
+ isAuth(field) {
+ return typeof field === 'string' && field.toLowerCase().startsWith(this.auth);
+ },
+
+ isConv(field) {
+ return typeof field === 'string' && field.toLowerCase().startsWith(this.conv);
+ },
+
+ isControl(field) {
+ return nlipCompareString(this.control, field);
+ },
+
+ getSuffix(field, separator = '') {
+ if (this.isAuth(field)) {
+ return field.slice(this.auth.length + separator.length).trim();
+ } else if (this.isConv(field)) {
+ return field.slice(this.conv.length + separator.length).trim();
+ } else {
+ return field;
+ }
+ }
+};
+
+class NLIPSubMessage {
+ /**
+ * @param {string} format - One of the AllowedFormats
+ * @param {string} subformat
+ * @param {string|Object} content
+ * @param {string|null} label
+ */
+ constructor(format, subformat, content, label = null) {
+ this.format = format;
+ this.subformat = subformat;
+ this.content = content;
+ this.label = label;
+ }
+
+ updateContent(content) {
+ this.content = content;
+ }
+
+ extractField(format, subformat = null, label = null) {
+ if (nlipCompareString(this.format, format)) {
+ if (nlipCompareString(this.subformat, subformat, true)) {
+ if (nlipCompareString(this.label, label, true)) {
+ return this.content;
+ }
+ }
+ }
+ return null;
+ }
+}
+
+
+class NLIPMessage {
+ constructor({ messagetype = null, format, subformat, content, label = null, submessages = [] }) {
+ this.messagetype = messagetype;
+ this.format = format;
+ this.subformat = subformat;
+ this.content = content;
+ this.label = label;
+ this.submessages = submessages;
+ }
+
+ isControlMsg() {
+ return this.messagetype !== null && ReservedTokens.isControl(this.messagetype);
+ }
+
+ addSubmessage(submsg) {
+ if (!Array.isArray(this.submessages)) {
+ this.submessages = [];
+ }
+ this.submessages.push(submsg);
+ }
+
+ addConversationToken(conversationToken, forceChange = false, label = null) {
+ const existingToken = this.extractConversationToken(label);
+ const submsg = new NLIPSubMessage(AllowedFormats.token, ReservedTokens.conv, conversationToken, label);
+
+ if (existingToken === null) {
+ this.addSubmessage(submsg);
+ } else if (forceChange) {
+ this.submessages.forEach((msg, i) => {
+ if (ReservedTokens.isConv(msg.subformat)) {
+ this.submessages[i].updateContent(conversationToken);
+ }
+ });
+ }
+ }
+
+ addAuthenticationToken(token, label = null) {
+ const existingToken = this.extractAuthenticationToken(label);
+ if (existingToken === null) {
+ this.addSubmessage(new NLIPSubMessage(AllowedFormats.token, ReservedTokens.auth, token, label));
+ }
+ }
+
+ extractField(format, subformat = null, label = null) {
+ if (
+ nlipCompareString(this.format, format) &&
+ nlipCompareString(this.subformat, subformat, true) &&
+ nlipCompareString(this.label, label, true)
+ ) {
+ return this.content;
+ }
+ return null;
+ }
+
+ extractFieldList(format, subformat = null, label = null) {
+ const field = this.extractField(format, subformat, label);
+ let fieldList = field === null ? [] : [field];
+
+ if (Array.isArray(this.submessages)) {
+ this.submessages.forEach(submsg => {
+ const value = submsg.extractField(format, subformat, label);
+ if (value !== null) {
+ fieldList.push(value);
+ }
+ });
+ }
+
+ return fieldList;
+ }
+
+ extractText(language = 'english', separator = ' ') {
+ const textList = this.extractFieldList(AllowedFormats.text, language);
+ return textList.length > 0 ? textList.join(separator) : null;
+ }
+
+ findLabeledSubmessage(label) {
+ if (label === null) return null;
+ return this.submessages.find(submsg => nlipCompareString(submsg.label, label)) || null;
+ }
+
+ extractToken(tokenType, label = null) {
+ const tokens = this.extractFieldList(AllowedFormats.token, tokenType, label);
+ return tokens.length > 0 ? tokens[0] : null;
+ }
+
+ extractConversationToken(label = null) {
+ return this.extractToken(ReservedTokens.conv, label);
+ }
+
+ extractAuthenticationToken(label = null) {
+ return this.extractToken(ReservedTokens.auth, label);
+ }
+
+ extractJson(label = null) {
+ const jsonContent = this.extractField(AllowedFormats.structured, 'JSON', label);
+ if (jsonContent !== null) {
+ return jsonContent;
+ }
+
+ // Check submessages
+ if (Array.isArray(this.submessages)) {
+ for (const submsg of this.submessages) {
+ const content = submsg.extractField(AllowedFormats.structured, 'JSON', label);
+ if (content !== null) {
+ return content;
+ }
+ }
+ }
+
+ return null;
+ }
+
+ toJSON() {
+ const obj = {
+ messagetype: this.messagetype,
+ format: this.format,
+ subformat: this.subformat,
+ content: this.content,
+ label: this.label,
+ submessages: this.submessages.length > 0 ? this.submessages : undefined
+ };
+ return JSON.stringify(obj, (_, v) => (v === null ? undefined : v));
+ }
+
+ toDict() {
+ return JSON.parse(this.toJSON());
+ }
+
+ addText(content, language = 'english', label = null) {
+ this.addSubmessage(new NLIPSubMessage(AllowedFormats.text, language, content, label));
+ }
+
+ addToken(token, tokenType, label = null) {
+ if (ReservedTokens.isAuth(tokenType)) {
+ return this.addAuthenticationToken(token, label);
+ }
+ if (ReservedTokens.isConv(tokenType)) {
+ return this.addConversationToken(token, true, label);
+ }
+ this.addSubmessage(new NLIPSubMessage(AllowedFormats.token, tokenType, token, label));
+ }
+
+ addJson(jsonDict, label = null) {
+ this.addSubmessage(new NLIPSubMessage(AllowedFormats.structured, "JSON", jsonDict, label));
+ }
+
+ addStructuredText(content, contentType, label = null) {
+ this.addSubmessage(new NLIPSubMessage(AllowedFormats.structured, contentType, content, label));
+ }
+
+ addBinary(content, binaryType, encoding, label = null) {
+ const subformat = `${binaryType}/${encoding}`;
+ this.addSubmessage(new NLIPSubMessage(AllowedFormats.binary, subformat, content, label));
+ }
+
+ addImage(content, encoding, label = null) {
+ this.addBinary(content, "image", encoding, label);
+ }
+
+ addAudio(content, encoding, label = null) {
+ this.addBinary(content, "audio", encoding, label);
+ }
+
+ addVideo(content, encoding, label = null) {
+ this.addBinary(content, "video", encoding, label);
+ }
+
+ addLocationText(location, label = null) {
+ this.addSubmessage(new NLIPSubMessage(AllowedFormats.location, "text", location, label));
+ }
+
+ addLocationGps(location, label = null) {
+ this.addSubmessage(new NLIPSubMessage(AllowedFormats.location, "gps", location, label));
+ }
+
+ addErrorCode(errorCode, label = null) {
+ this.addSubmessage(new NLIPSubMessage(AllowedFormats.error, "code", errorCode, label));
+ }
+
+ addErrorText(errorDescr, label = null) {
+ this.addSubmessage(new NLIPSubMessage(AllowedFormats.error, "text", errorDescr, label));
+ }
+
+ addGeneric(content, subformat, label = null) {
+ this.addSubmessage(new NLIPSubMessage(AllowedFormats.generic, subformat, content, label));
+ }
+}
+
+
+class NLIPFactory {
+ static createText(content, language = 'english', messagetype = null, label = null) {
+ return new NLIPMessage({ messagetype, format: AllowedFormats.text, subformat: language, content, label });
+ }
+
+ static createControl(content, language = 'english', label = null) {
+ return new NLIPMessage({ messagetype: ReservedTokens.control, format: AllowedFormats.text, subformat: language, content, label });
+ }
+
+ static createToken(token, tokenType, messagetype = null, label = null) {
+ return new NLIPMessage({ messagetype, format: AllowedFormats.token, subformat: tokenType, content: token, label });
+ }
+
+ static createJson(jsonDict, messagetype = null, label = null) {
+ return new NLIPMessage({ messagetype, format: AllowedFormats.structured, subformat: "JSON", content: jsonDict, label });
+ }
+
+ static createStructured(content, contentType, messagetype = null, label = null) {
+ return new NLIPMessage({ messagetype, format: AllowedFormats.structured, subformat: contentType, content, label });
+ }
+
+ static createBinary(content, binaryType, encoding, messagetype = null, label = null) {
+ const subformat = `${binaryType}/${encoding}`;
+ return new NLIPMessage({ messagetype, format: AllowedFormats.binary, subformat, content, label });
+ }
+
+ static createImage(content, encoding, messagetype = null, label = null) {
+ return this.createBinary(content, "image", encoding, messagetype, label);
+ }
+
+ static createAudio(content, encoding, messagetype = null, label = null) {
+ return this.createBinary(content, "audio", encoding, messagetype, label);
+ }
+
+ static createVideo(content, encoding, messagetype = null, label = null) {
+ return this.createBinary(content, "video", encoding, messagetype, label);
+ }
+
+ static createLocationText(location, messagetype = null, label = null) {
+ return new NLIPMessage({ messagetype, format: AllowedFormats.location, subformat: "text", content: location, label });
+ }
+
+ static createLocationGps(location, messagetype = null, label = null) {
+ return new NLIPMessage({ messagetype, format: AllowedFormats.location, subformat: "gps", content: location, label });
+ }
+
+ static createErrorCode(errorCode, messagetype = null, label = null) {
+ return new NLIPMessage({ messagetype, format: AllowedFormats.error, subformat: "code", content: errorCode, label });
+ }
+
+ static createErrorText(errorDescr, messagetype = null, label = null) {
+ return new NLIPMessage({ messagetype, format: AllowedFormats.error, subformat: "text", content: errorDescr, label });
+ }
+
+ static createGeneric(content, subformat, messagetype = null, label = null) {
+ return new NLIPMessage({ messagetype, format: AllowedFormats.generic, subformat, content, label });
+ }
+
+ static createSubMessageFromJSON(jsonObject) {
+ return new NLIPSubMessage(jsonObject.format, jsonObject.subformat, jsonObject.content, jsonObject.label)
+ }
+
+ static createMessageFromJSON(jsonObject) {
+ let submessages = null
+ if (jsonObject.submessages != null) {
+ submessages = jsonObject.submessages.map(sm => new NLIPSubMessage(sm.format, sm.subformat, sm.content, sm.label))
+ }
+
+ return new NLIPMessage({messagetype: jsonObject.messagetype,
+ format: jsonObject.format, subformat: jsonObject.subformat, content: jsonObject.content,
+ label: jsonObject.label, submessages: submessages})
+ }
+}
+
+class NLIPClient {
+ constructor(baseUrl = '', options = {}) {
+ this.baseUrl = baseUrl;
+ this.options = { timeout: 60000, ...options };
+ this.correlator = null
+ }
+
+ async sendMessage(text, jsonResponse = false) {
+ const message = NLIPFactory.createText(text);
+ if (this.correlator != null) {
+ message.addConversationToken(this.correlator)
+ }
+ const response = await this.send(message);
+ const nlipMessage = NLIPFactory.createMessageFromJSON(response)
+ this.correlator = nlipMessage.extractToken(ReservedTokens.conv)
+
+ if (jsonResponse) {
+ const jsonData = nlipMessage.extractJson();
+ return jsonData;
+ }
+ const extractedText = nlipMessage.extractText()
+ return extractedText
+ }
+
+ async sendWithImage(text, imageFile) {
+ const base64 = await this.fileToBase64(imageFile);
+ const message = NLIPFactory.createText(text);
+ message.addImage(base64, this.getFileExtension(imageFile));
+ return this.send(message);
+ }
+
+ async uploadFile(file) {
+ const formData = new FormData();
+ formData.append('contents', file);
+
+ const response = await fetch(`${this.baseUrl}/nlip/upload/`, {
+ method: 'POST',
+ body: formData
+ });
+
+ if (!response.ok) throw new Error('Upload failed');
+ return response.json();
+ }
+
+ async send(nlipMessage) {
+ const response = await fetch(`${this.baseUrl}/nlip/`, {
+ method: 'POST',
+ headers: { 'Content-Type': 'application/json' },
+ body: nlipMessage.toJSON(),
+ signal: AbortSignal.timeout(this.options.timeout)
+ });
+
+ if (!response.ok) throw new Error(`HTTP ${response.status}`);
+ return response.json();
+ }
+
+ async fetchTestData() {
+ const response = await fetch(`${this.baseUrl}/nlip/`);
+ const json = await response.json();
+ console.log(json);
+ }
+
+ // Utility methods
+ async fileToBase64(file) {
+ return new Promise((resolve, reject) => {
+ const reader = new FileReader();
+ reader.onload = () => resolve(reader.result.split(',')[1]);
+ reader.onerror = reject;
+ reader.readAsDataURL(file);
+ });
+ }
+
+ getFileExtension(file) {
+ return file.name.split('.').pop() || 'bin';
+ }
+}
+
+export { NLIPMessage, NLIPFactory, NLIPClient, AllowedFormats, ReservedTokens, nlipCompareString, CaseInsensitiveEnum };
diff --git a/client/vite.config.js b/client/vite.config.js
new file mode 100644
index 0000000..8edc8c8
--- /dev/null
+++ b/client/vite.config.js
@@ -0,0 +1,17 @@
+import { defineConfig } from 'vite'
+import react from '@vitejs/plugin-react-swc'
+import tailwindcss from '@tailwindcss/vite'
+
+// https://vite.dev/config/
+export default defineConfig({
+ plugins: [react(), tailwindcss()],
+ server: {
+ proxy: {
+ // Proxy API calls to the FastAPI backend during development
+ '/nlip': {
+ target: 'http://localhost:8030',
+ changeOrigin: true,
+ },
+ },
+ },
+})
diff --git a/finalAmzSoup.html b/finalAmzSoup.html
new file mode 100644
index 0000000..f05b5d8
--- /dev/null
+++ b/finalAmzSoup.html
@@ -0,0 +1,3841 @@
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+Amazon.ca : laptop charger macbook
+
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diff --git a/nlip_web/nlip_ext.py b/nlip_web/nlip_ext.py
index 54587bc..06ff735 100644
--- a/nlip_web/nlip_ext.py
+++ b/nlip_web/nlip_ext.py
@@ -139,6 +139,13 @@ def __init__(self, indexFile="index.html", pathname = "/static", static_dir="sta
def setup_webserver(self, thisapp:server.NLIP_Application, port, host="localhost") -> FastAPI:
app = server.setup_server(thisapp)
+
+ # Mount the assets folder if it exists (for Vite builds)
+ assets_dir = os.path.join(self.static_dir, "assets")
+ if os.path.exists(assets_dir) and os.path.isdir(assets_dir):
+ app.mount("/assets", StaticFiles(directory=assets_dir), name="assets")
+
+ # Mount the main static directory
app.mount(self.pathname, StaticFiles(directory=self.static_dir))
@app.get("/", response_class=HTMLResponse)
diff --git a/nlip_web/vite_chat.py b/nlip_web/vite_chat.py
new file mode 100644
index 0000000..9277f4d
--- /dev/null
+++ b/nlip_web/vite_chat.py
@@ -0,0 +1,94 @@
+from nlip_web.genai import StatefulGenAI
+from nlip_web import nlip_ext as nlip_ext
+from nlip_web.env import read_digits, read_string
+from nlip_server import server
+from nlip_sdk import nlip
+
+from website_modules import main_module as mm
+import re
+
+class ChatApplication(nlip_ext.SafeStatefulApplication):
+ def __init__(self):
+ super().__init__()
+ self.local_port = read_digits("LOCAL_PORT",8030)
+ self.model = read_string("CHAT_MODEL", "llava")
+ self.host = read_string("CHAT_HOST", "localhost")
+ self.port = read_digits("CHAT_PORT", 11434)
+
+
+ def create_stateful_session(self) -> server.NLIP_Session:
+ genAI = StatefulGenAI(self.host, self.port,self.model)
+ session = ChatSession()
+ session.set_correlator()
+ self.store_session_data(session.get_correlator(), genAI)
+ return session
+
+
+class ChatSession(nlip_ext.StatefulSession):
+
+ def execute(
+ self, msg: nlip.NLIP_Message
+ ) -> nlip.NLIP_Message:
+ text = msg.extract_text()
+ images = list()
+ binary_contents = msg.extract_field_list("binary")
+ for base64_content in binary_contents:
+ images.append(base64_content)
+
+ chat_server = self.nlip_app.retrieve_session_data(self.get_correlator())
+ if chat_server is None:
+ return nlip.NLIP_Factory.create_text("Error: Can't find my chat server")
+ print ("\n\nUser Original text: ", text, "\n\n")
+
+ search_term = ""
+ # while search_term.replace(" ", "") == "":
+ prompt_1 = (
+ "\"" + text + "\"\n"
+ "Analyze this shopping request. Extract the Product, Brand, and translate casual adjectives into technical specs. "
+ "If the User provides their use case without knowing what product would fit their application, infer the appropriate technical attributes needed and recommend the product accordingly. "
+ "(e.g., change 'strong' to 'Heavy Duty', 'cheap' to 'Budget', 'fast' to 'High Speed'). "
+ "CRITICAL: Do NOT add attributes (like price, speed, or budget) if the user did not explicitly mention them. "
+ "Output ONLY the Brand, Product, and Valid Technical Attributes found in the text."
+ )
+ #pass prompt 1 to summarize search parameters
+ response = chat_server.chat(prompt_1)
+ print("Search Summary is: ", response)
+
+ prompt_2 = (
+ "\"" + response + "\"\n"
+ "Convert this summary into a clean search bar string, for shopping wesites like Amazon Canada ,Home Depot Canada etc. "
+ "Format as a space-separated string: [Product Category] [Brand] [Key Technical Adjective]."
+ "Key Technical Adjective are derived from technical attributes and User Requirments interpret these to create meaningful Adjectives."
+ "Do not use symbols like '+' or '-' or '-' etc. Remove filler words like 'capable of', 'for', 'with'. "
+ "Return MAXIMUM 6 words. "
+ "Final returned optimized search term must be max 6 words long strict rule."
+ "Example output: 'Power Drill DeWalt Heavy Duty' or 'Phone 128gb Android, or 'Lumber 2x4', 'Speaker Wire Cable Managment Drywall'."
+ )
+ #pass prompt 2 to optimize search term
+ response = chat_server.chat(prompt_2)
+ print("\n\nShortened Optimized search: " ,response, "\n\n")
+ search_term = chat_server.chat("\"" + response + "\"\n"
+ "summarize the provded search term to maximum 6 words only, remove all special characters and symbols, return only the optimized search term. no other text."
+ )
+
+ # match_product = re.search(r"Product:\s*(.+)\n", response)
+ # product = match_product.group(1).strip() if match_product else ""
+
+ # match_brand = re.search(r"Brand:\s*(.+)\n", response)
+ # brand = match_brand.group(1).strip() if match_brand else ""
+ # if brand.lower() in ["not specified", "not provided", "unknown", "none", "n/a"]:
+ # brand = ""
+ # search_term = f"{brand} {product}".strip()
+
+ print("Final Search Term is: ", search_term)
+ results = mm.search_product(search_term)
+ # results = mm.single_thread_search_product(response)
+
+ products = nlip.NLIP_Factory.create_json(results)
+ return products
+
+
+if __name__ == "__main__":
+ chatapp = ChatApplication()
+ webapp = nlip_ext.WebApplication(indexFile="client/dist/index.html", static_dir="client/dist")
+ app = webapp.setup_webserver(chatapp, port=chatapp.local_port)
\ No newline at end of file
diff --git a/nlip_web/vite_image.py b/nlip_web/vite_image.py
new file mode 100644
index 0000000..3ccbe65
--- /dev/null
+++ b/nlip_web/vite_image.py
@@ -0,0 +1,50 @@
+from nlip_web.genai import StatefulGenAI
+from nlip_web import nlip_ext as nlip_ext
+from nlip_web.env import read_digits, read_string
+from nlip_server import server
+from nlip_sdk import nlip
+
+
+class ChatApplication(nlip_ext.SafeStatefulApplication):
+ def __init__(self):
+ super().__init__()
+ self.local_port = read_digits("LOCAL_PORT",8030)
+ self.model = read_string("CHAT_MODEL", "llava")
+ self.host = read_string("CHAT_HOST", "localhost")
+ self.port = read_digits("CHAT_PORT", 11434)
+
+
+ def create_stateful_session(self) -> server.NLIP_Session:
+ genAI = StatefulGenAI(self.host, self.port,self.model)
+ session = ChatSession()
+ session.set_correlator()
+ self.store_session_data(session.get_correlator(), genAI)
+ return session
+
+
+
+
+class ChatSession(nlip_ext.StatefulSession):
+
+ def execute(
+ self, msg: nlip.NLIP_Message
+ ) -> nlip.NLIP_Message:
+ text = msg.extract_text()
+ images = list()
+ binary_contents = msg.extract_field_list("binary")
+ for base64_content in binary_contents:
+ images.append(base64_content)
+
+ chat_server = self.nlip_app.retrieve_session_data(self.get_correlator())
+ if chat_server is None:
+ return nlip.NLIP_Factory.create_text("Error: Can't find my chat server")
+
+ response = chat_server.chat_multimodal(text, images = images)
+ return nlip.NLIP_Factory.create_text(response)
+
+
+
+if __name__ == "__main__":
+ chatapp = ChatApplication()
+ webapp = nlip_ext.WebApplication(indexFile="client/dist/index.html", static_dir="client/dist")
+ app = webapp.setup_webserver(chatapp, port=chatapp.local_port)
\ No newline at end of file
diff --git a/nlip_web/vite_text.py b/nlip_web/vite_text.py
new file mode 100644
index 0000000..9d81e0d
--- /dev/null
+++ b/nlip_web/vite_text.py
@@ -0,0 +1,51 @@
+from nlip_web.genai import StatefulGenAI
+from nlip_web import nlip_ext as nlip_ext
+from nlip_web.env import read_digits, read_string
+from nlip_server import server
+from nlip_sdk import nlip
+
+
+class ChatApplication(nlip_ext.SafeStatefulApplication):
+ def __init__(self):
+ super().__init__()
+ self.local_port = read_digits("LOCAL_PORT",8030)
+ self.model = read_string("CHAT_MODEL", "llava")
+ self.host = read_string("CHAT_HOST", "localhost")
+ self.port = read_digits("CHAT_PORT", 11434)
+
+
+ def create_stateful_session(self) -> server.NLIP_Session:
+ genAI = StatefulGenAI(self.host, self.port,self.model)
+ session = ChatSession()
+ session.set_correlator()
+ self.store_session_data(session.get_correlator(), genAI)
+ return session
+
+
+
+
+class ChatSession(nlip_ext.StatefulSession):
+
+ def execute(
+ self, msg: nlip.NLIP_Message
+ ) -> nlip.NLIP_Message:
+ text = msg.extract_text()
+ images = list()
+ binary_contents = msg.extract_field_list("binary")
+ for base64_content in binary_contents:
+ images.append(base64_content)
+
+ chat_server = self.nlip_app.retrieve_session_data(self.get_correlator())
+ if chat_server is None:
+ return nlip.NLIP_Factory.create_text("Error: Can't find my chat server")
+
+ response = chat_server.chat_multimodal(text, images = images)
+ print(f'Received response {response[0:10]}...')
+ return nlip.NLIP_Factory.create_text(response)
+
+
+
+if __name__ == "__main__":
+ chatapp = ChatApplication()
+ webapp = nlip_ext.WebApplication(indexFile="client/dist/index.html", static_dir="client/dist")
+ app = webapp.setup_webserver(chatapp, port=chatapp.local_port)
\ No newline at end of file
diff --git a/poetry.lock b/poetry.lock
index be74065..67824ac 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.2.0 and should not be changed by hand.
[[package]]
name = "annotated-types"
@@ -6,6 +6,7 @@ version = "0.7.0"
description = "Reusable constraint types to use with typing.Annotated"
optional = false
python-versions = ">=3.8"
+groups = ["main"]
files = [
{file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
{file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
@@ -17,6 +18,7 @@ version = "4.10.0"
description = "High-level concurrency and networking framework on top of asyncio or Trio"
optional = false
python-versions = ">=3.9"
+groups = ["main"]
files = [
{file = "anyio-4.10.0-py3-none-any.whl", hash = "sha256:60e474ac86736bbfd6f210f7a61218939c318f43f9972497381f1c5e930ed3d1"},
{file = "anyio-4.10.0.tar.gz", hash = "sha256:3f3fae35c96039744587aa5b8371e7e8e603c0702999535961dd336026973ba6"},
@@ -31,15 +33,272 @@ typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
[package.extras]
trio = ["trio (>=0.26.1)"]
+[[package]]
+name = "attrs"
+version = "25.4.0"
+description = "Classes Without Boilerplate"
+optional = false
+python-versions = ">=3.9"
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@@ -48,6 +307,7 @@ version = "8.2.1"
description = "Composable command line interface toolkit"
optional = false
python-versions = ">=3.10"
+groups = ["main"]
files = [
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description = "Cross-platform colored terminal text."
optional = false
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+groups = ["main"]
+markers = "platform_system == \"Windows\" or sys_platform == \"win32\""
files = [
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@@ -73,6 +335,7 @@ version = "2.8.0"
description = "DNS toolkit"
optional = false
python-versions = ">=3.10"
+groups = ["main"]
files = [
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@@ -85,7 +348,7 @@ doh = ["h2 (>=4.2.0)", "httpcore (>=1.0.0)", "httpx (>=0.28.0)"]
doq = ["aioquic (>=1.2.0)"]
idna = ["idna (>=3.10)"]
trio = ["trio (>=0.30)"]
-wmi = ["wmi (>=1.5.1)"]
+wmi = ["wmi (>=1.5.1) ; platform_system == \"Windows\""]
[[package]]
name = "email-validator"
@@ -93,6 +356,7 @@ version = "2.3.0"
description = "A robust email address syntax and deliverability validation library."
optional = false
python-versions = ">=3.8"
+groups = ["main"]
files = [
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@@ -108,6 +372,8 @@ version = "1.3.0"
description = "Backport of PEP 654 (exception groups)"
optional = false
python-versions = ">=3.7"
+groups = ["main"]
+markers = "python_version == \"3.10\""
files = [
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@@ -125,6 +391,7 @@ version = "0.115.14"
description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
optional = false
python-versions = ">=3.8"
+groups = ["main"]
files = [
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@@ -151,6 +418,7 @@ version = "0.0.10"
description = "Run and manage FastAPI apps from the command line with FastAPI CLI. 🚀"
optional = false
python-versions = ">=3.8"
+groups = ["main"]
files = [
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@@ -172,6 +440,7 @@ version = "0.1.5"
description = "Deploy and manage FastAPI Cloud apps from the command line 🚀"
optional = false
python-versions = ">=3.8"
+groups = ["main"]
files = [
{file = "fastapi_cloud_cli-0.1.5-py3-none-any.whl", hash = "sha256:d80525fb9c0e8af122370891f9fa83cf5d496e4ad47a8dd26c0496a6c85a012a"},
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description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
optional = false
python-versions = ">=3.8"
+groups = ["main"]
files = [
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@@ -206,6 +476,7 @@ version = "1.0.9"
description = "A minimal low-level HTTP client."
optional = false
python-versions = ">=3.8"
+groups = ["main"]
files = [
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@@ -227,6 +498,7 @@ version = "0.6.4"
description = "A collection of framework independent HTTP protocol utils."
optional = false
python-versions = ">=3.8.0"
+groups = ["main"]
files = [
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@@ -282,6 +554,7 @@ version = "0.28.1"
description = "The next generation HTTP client."
optional = false
python-versions = ">=3.8"
+groups = ["main"]
files = [
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@@ -294,7 +567,7 @@ httpcore = "==1.*"
idna = "*"
[package.extras]
-brotli = ["brotli", "brotlicffi"]
+brotli = ["brotli ; platform_python_implementation == \"CPython\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
http2 = ["h2 (>=3,<5)"]
socks = ["socksio (==1.*)"]
@@ -306,6 +579,7 @@ version = "3.10"
description = "Internationalized Domain Names in Applications (IDNA)"
optional = false
python-versions = ">=3.6"
+groups = ["main"]
files = [
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@@ -320,6 +594,7 @@ version = "3.1.6"
description = "A very fast and expressive template engine."
optional = false
python-versions = ">=3.7"
+groups = ["main"]
files = [
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@@ -331,12 +606,169 @@ MarkupSafe = ">=2.0"
[package.extras]
i18n = ["Babel (>=2.7)"]
+[[package]]
+name = "lxml"
+version = "6.0.2"
+description = "Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API."
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
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+[package.extras]
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+html-clean = ["lxml_html_clean"]
+html5 = ["html5lib"]
+htmlsoup = ["BeautifulSoup4"]
+
[[package]]
name = "markdown-it-py"
version = "4.0.0"
description = "Python port of markdown-it. Markdown parsing, done right!"
optional = false
python-versions = ">=3.10"
+groups = ["main"]
files = [
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@@ -360,6 +792,7 @@ version = "3.0.2"
description = "Safely add untrusted strings to HTML/XML markup."
optional = false
python-versions = ">=3.9"
+groups = ["main"]
files = [
{file = "MarkupSafe-3.0.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7e94c425039cde14257288fd61dcfb01963e658efbc0ff54f5306b06054700f8"},
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@@ -430,6 +863,7 @@ version = "0.1.2"
description = "Markdown URL utilities"
optional = false
python-versions = ">=3.7"
+groups = ["main"]
files = [
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@@ -441,6 +875,7 @@ version = "0.1.0"
description = ""
optional = false
python-versions = "^3.10"
+groups = ["main"]
files = []
develop = true
@@ -457,6 +892,7 @@ version = "0.1.0"
description = ""
optional = false
python-versions = "^3.10"
+groups = ["main"]
files = []
develop = true
@@ -468,12 +904,53 @@ nlip-sdk = {path = "../nlip_sdk", develop = true}
type = "directory"
url = "../nlip_server"
+[[package]]
+name = "outcome"
+version = "1.3.0.post0"
+description = "Capture the outcome of Python function calls."
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
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+[package.dependencies]
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+
+[[package]]
+name = "packaging"
+version = "25.0"
+description = "Core utilities for Python packages"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
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+[[package]]
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+version = "2.23"
+description = "C parser in Python"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+markers = "os_name == \"nt\" and implementation_name != \"pypy\" and implementation_name != \"PyPy\""
+files = [
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+
[[package]]
name = "pydantic"
version = "2.11.7"
description = "Data validation using Python type hints"
optional = false
python-versions = ">=3.9"
+groups = ["main"]
files = [
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@@ -488,7 +965,7 @@ typing-inspection = ">=0.4.0"
[package.extras]
email = ["email-validator (>=2.0.0)"]
-timezone = ["tzdata"]
+timezone = ["tzdata ; python_version >= \"3.9\" and platform_system == \"Windows\""]
[[package]]
name = "pydantic-core"
@@ -496,6 +973,7 @@ version = "2.33.2"
description = "Core functionality for Pydantic validation and serialization"
optional = false
python-versions = ">=3.9"
+groups = ["main"]
files = [
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@@ -607,6 +1085,7 @@ version = "2.19.2"
description = "Pygments is a syntax highlighting package written in Python."
optional = false
python-versions = ">=3.8"
+groups = ["main"]
files = [
{file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
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@@ -615,12 +1094,26 @@ files = [
[package.extras]
windows-terminal = ["colorama (>=0.4.6)"]
+[[package]]
+name = "pysocks"
+version = "1.7.1"
+description = "A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information."
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["main"]
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+
[[package]]
name = "python-dotenv"
version = "1.1.1"
description = "Read key-value pairs from a .env file and set them as environment variables"
optional = false
python-versions = ">=3.9"
+groups = ["main"]
files = [
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@@ -635,6 +1128,7 @@ version = "0.0.20"
description = "A streaming multipart parser for Python"
optional = false
python-versions = ">=3.8"
+groups = ["main"]
files = [
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@@ -646,6 +1140,7 @@ version = "6.0.2"
description = "YAML parser and emitter for Python"
optional = false
python-versions = ">=3.8"
+groups = ["main"]
files = [
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@@ -702,12 +1197,35 @@ files = [
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]
+[[package]]
+name = "requests"
+version = "2.32.5"
+description = "Python HTTP for Humans."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
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+ {file = "requests-2.32.5.tar.gz", hash = "sha256:dbba0bac56e100853db0ea71b82b4dfd5fe2bf6d3754a8893c3af500cec7d7cf"},
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+[package.dependencies]
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+charset_normalizer = ">=2,<4"
+idna = ">=2.5,<4"
+urllib3 = ">=1.21.1,<3"
+
+[package.extras]
+socks = ["PySocks (>=1.5.6,!=1.5.7)"]
+use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
+
[[package]]
name = "rich"
version = "14.1.0"
description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
optional = false
python-versions = ">=3.8.0"
+groups = ["main"]
files = [
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@@ -726,6 +1244,7 @@ version = "0.15.1"
description = "Rich toolkit for building command-line applications"
optional = false
python-versions = ">=3.8"
+groups = ["main"]
files = [
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@@ -742,6 +1261,7 @@ version = "0.6.4"
description = "Python Bindings for the ignore crate"
optional = false
python-versions = ">=3.8"
+groups = ["main"]
files = [
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@@ -868,12 +1388,33 @@ files = [
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]
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+version = "4.38.0"
+description = "Official Python bindings for Selenium WebDriver"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
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+[package.dependencies]
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+trio = ">=0.31.0,<1.0"
+trio-websocket = ">=0.12.2,<1.0"
+typing_extensions = ">=4.15.0,<5.0"
+urllib3 = {version = ">=2.5.0,<3.0", extras = ["socks"]}
+websocket-client = ">=1.8.0,<2.0"
+
[[package]]
name = "sentry-sdk"
version = "2.37.0"
description = "Python client for Sentry (https://sentry.io)"
optional = false
python-versions = ">=3.6"
+groups = ["main"]
files = [
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@@ -931,6 +1472,7 @@ version = "1.5.4"
description = "Tool to Detect Surrounding Shell"
optional = false
python-versions = ">=3.7"
+groups = ["main"]
files = [
{file = "shellingham-1.5.4-py2.py3-none-any.whl", hash = "sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686"},
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@@ -942,17 +1484,43 @@ version = "1.3.1"
description = "Sniff out which async library your code is running under"
optional = false
python-versions = ">=3.7"
+groups = ["main"]
files = [
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]
+[[package]]
+name = "sortedcontainers"
+version = "2.4.0"
+description = "Sorted Containers -- Sorted List, Sorted Dict, Sorted Set"
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
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+[[package]]
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+version = "2.8"
+description = "A modern CSS selector implementation for Beautiful Soup."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
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name = "starlette"
version = "0.46.2"
description = "The little ASGI library that shines."
optional = false
python-versions = ">=3.9"
+groups = ["main"]
files = [
{file = "starlette-0.46.2-py3-none-any.whl", hash = "sha256:595633ce89f8ffa71a015caed34a5b2dc1c0cdb3f0f1fbd1e69339cf2abeec35"},
{file = "starlette-0.46.2.tar.gz", hash = "sha256:7f7361f34eed179294600af672f565727419830b54b7b084efe44bb82d2fccd5"},
@@ -964,12 +1532,52 @@ anyio = ">=3.6.2,<5"
[package.extras]
full = ["httpx (>=0.27.0,<0.29.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.18)", "pyyaml"]
+[[package]]
+name = "trio"
+version = "0.32.0"
+description = "A friendly Python library for async concurrency and I/O"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+ {file = "trio-0.32.0-py3-none-any.whl", hash = "sha256:4ab65984ef8370b79a76659ec87aa3a30c5c7c83ff250b4de88c29a8ab6123c5"},
+ {file = "trio-0.32.0.tar.gz", hash = "sha256:150f29ec923bcd51231e1d4c71c7006e65247d68759dd1c19af4ea815a25806b"},
+]
+
+[package.dependencies]
+attrs = ">=23.2.0"
+cffi = {version = ">=1.14", markers = "os_name == \"nt\" and implementation_name != \"pypy\""}
+exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
+idna = "*"
+outcome = "*"
+sniffio = ">=1.3.0"
+sortedcontainers = "*"
+
+[[package]]
+name = "trio-websocket"
+version = "0.12.2"
+description = "WebSocket library for Trio"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+ {file = "trio_websocket-0.12.2-py3-none-any.whl", hash = "sha256:df605665f1db533f4a386c94525870851096a223adcb97f72a07e8b4beba45b6"},
+ {file = "trio_websocket-0.12.2.tar.gz", hash = "sha256:22c72c436f3d1e264d0910a3951934798dcc5b00ae56fc4ee079d46c7cf20fae"},
+]
+
+[package.dependencies]
+exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
+outcome = ">=1.2.0"
+trio = ">=0.11"
+wsproto = ">=0.14"
+
[[package]]
name = "typer"
version = "0.17.4"
description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
optional = false
python-versions = ">=3.7"
+groups = ["main"]
files = [
{file = "typer-0.17.4-py3-none-any.whl", hash = "sha256:015534a6edaa450e7007eba705d5c18c3349dcea50a6ad79a5ed530967575824"},
{file = "typer-0.17.4.tar.gz", hash = "sha256:b77dc07d849312fd2bb5e7f20a7af8985c7ec360c45b051ed5412f64d8dc1580"},
@@ -987,6 +1595,7 @@ version = "4.15.0"
description = "Backported and Experimental Type Hints for Python 3.9+"
optional = false
python-versions = ">=3.9"
+groups = ["main"]
files = [
{file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
{file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
@@ -998,6 +1607,7 @@ version = "0.4.1"
description = "Runtime typing introspection tools"
optional = false
python-versions = ">=3.9"
+groups = ["main"]
files = [
{file = "typing_inspection-0.4.1-py3-none-any.whl", hash = "sha256:389055682238f53b04f7badcb49b989835495a96700ced5dab2d8feae4b26f51"},
{file = "typing_inspection-0.4.1.tar.gz", hash = "sha256:6ae134cc0203c33377d43188d4064e9b357dba58cff3185f22924610e70a9d28"},
@@ -1012,13 +1622,17 @@ version = "2.5.0"
description = "HTTP library with thread-safe connection pooling, file post, and more."
optional = false
python-versions = ">=3.9"
+groups = ["main"]
files = [
{file = "urllib3-2.5.0-py3-none-any.whl", hash = "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc"},
{file = "urllib3-2.5.0.tar.gz", hash = "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760"},
]
+[package.dependencies]
+pysocks = {version = ">=1.5.6,<1.5.7 || >1.5.7,<2.0", optional = true, markers = "extra == \"socks\""}
+
[package.extras]
-brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""]
h2 = ["h2 (>=4,<5)"]
socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
zstd = ["zstandard (>=0.18.0)"]
@@ -1029,6 +1643,7 @@ version = "0.35.0"
description = "The lightning-fast ASGI server."
optional = false
python-versions = ">=3.9"
+groups = ["main"]
files = [
{file = "uvicorn-0.35.0-py3-none-any.whl", hash = "sha256:197535216b25ff9b785e29a0b79199f55222193d47f820816e7da751e9bc8d4a"},
{file = "uvicorn-0.35.0.tar.gz", hash = "sha256:bc662f087f7cf2ce11a1d7fd70b90c9f98ef2e2831556dd078d131b96cc94a01"},
@@ -1042,12 +1657,12 @@ httptools = {version = ">=0.6.3", optional = true, markers = "extra == \"standar
python-dotenv = {version = ">=0.13", optional = true, markers = "extra == \"standard\""}
pyyaml = {version = ">=5.1", optional = true, markers = "extra == \"standard\""}
typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
-uvloop = {version = ">=0.15.1", optional = true, markers = "(sys_platform != \"win32\" and sys_platform != \"cygwin\") and platform_python_implementation != \"PyPy\" and extra == \"standard\""}
+uvloop = {version = ">=0.15.1", optional = true, markers = "sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\" and extra == \"standard\""}
watchfiles = {version = ">=0.13", optional = true, markers = "extra == \"standard\""}
websockets = {version = ">=10.4", optional = true, markers = "extra == \"standard\""}
[package.extras]
-standard = ["colorama (>=0.4)", "httptools (>=0.6.3)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.15.1)", "watchfiles (>=0.13)", "websockets (>=10.4)"]
+standard = ["colorama (>=0.4) ; sys_platform == \"win32\"", "httptools (>=0.6.3)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.15.1) ; sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\"", "watchfiles (>=0.13)", "websockets (>=10.4)"]
[[package]]
name = "uvloop"
@@ -1055,6 +1670,8 @@ version = "0.21.0"
description = "Fast implementation of asyncio event loop on top of libuv"
optional = false
python-versions = ">=3.8.0"
+groups = ["main"]
+markers = "sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\""
files = [
{file = "uvloop-0.21.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ec7e6b09a6fdded42403182ab6b832b71f4edaf7f37a9a0e371a01db5f0cb45f"},
{file = "uvloop-0.21.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:196274f2adb9689a289ad7d65700d37df0c0930fd8e4e743fa4834e850d7719d"},
@@ -1106,6 +1723,7 @@ version = "1.1.0"
description = "Simple, modern and high performance file watching and code reload in python."
optional = false
python-versions = ">=3.9"
+groups = ["main"]
files = [
{file = "watchfiles-1.1.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:27f30e14aa1c1e91cb653f03a63445739919aef84c8d2517997a83155e7a2fcc"},
{file = "watchfiles-1.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:3366f56c272232860ab45c77c3ca7b74ee819c8e1f6f35a7125556b198bbc6df"},
@@ -1218,12 +1836,47 @@ files = [
[package.dependencies]
anyio = ">=3.0.0"
+[[package]]
+name = "webdriver-manager"
+version = "4.0.2"
+description = "Library provides the way to automatically manage drivers for different browsers"
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
+ {file = "webdriver_manager-4.0.2-py2.py3-none-any.whl", hash = "sha256:75908d92ecc45ff2b9953614459c633db8f9aa1ff30181cefe8696e312908129"},
+ {file = "webdriver_manager-4.0.2.tar.gz", hash = "sha256:efedf428f92fd6d5c924a0d054e6d1322dd77aab790e834ee767af392b35590f"},
+]
+
+[package.dependencies]
+packaging = "*"
+python-dotenv = "*"
+requests = "*"
+
+[[package]]
+name = "websocket-client"
+version = "1.9.0"
+description = "WebSocket client for Python with low level API options"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+ {file = "websocket_client-1.9.0-py3-none-any.whl", hash = "sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef"},
+ {file = "websocket_client-1.9.0.tar.gz", hash = "sha256:9e813624b6eb619999a97dc7958469217c3176312b3a16a4bd1bc7e08a46ec98"},
+]
+
+[package.extras]
+docs = ["Sphinx (>=6.0)", "myst-parser (>=2.0.0)", "sphinx_rtd_theme (>=1.1.0)"]
+optional = ["python-socks", "wsaccel"]
+test = ["pytest", "websockets"]
+
[[package]]
name = "websockets"
version = "15.0.1"
description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
optional = false
python-versions = ">=3.9"
+groups = ["main"]
files = [
{file = "websockets-15.0.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d63efaa0cd96cf0c5fe4d581521d9fa87744540d4bc999ae6e08595a1014b45b"},
{file = "websockets-15.0.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ac60e3b188ec7574cb761b08d50fcedf9d77f1530352db4eef1707fe9dee7205"},
@@ -1296,7 +1949,22 @@ files = [
{file = "websockets-15.0.1.tar.gz", hash = "sha256:82544de02076bafba038ce055ee6412d68da13ab47f0c60cab827346de828dee"},
]
+[[package]]
+name = "wsproto"
+version = "1.2.0"
+description = "WebSockets state-machine based protocol implementation"
+optional = false
+python-versions = ">=3.7.0"
+groups = ["main"]
+files = [
+ {file = "wsproto-1.2.0-py3-none-any.whl", hash = "sha256:b9acddd652b585d75b20477888c56642fdade28bdfd3579aa24a4d2c037dd736"},
+ {file = "wsproto-1.2.0.tar.gz", hash = "sha256:ad565f26ecb92588a3e43bc3d96164de84cd9902482b130d0ddbaa9664a85065"},
+]
+
+[package.dependencies]
+h11 = ">=0.9.0,<1"
+
[metadata]
-lock-version = "2.0"
+lock-version = "2.1"
python-versions = "^3.10"
-content-hash = "faece5baf9eadee0bfa0e32f28ab8c9976ef3877e0d55ed2bbf849bcf026e02d"
+content-hash = "689aa5ce02e93245c5941f0f11402dac084ea79de08806980c36e8e843c86c33"
diff --git a/pyproject.toml b/pyproject.toml
index 73f588b..227de7f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -8,6 +8,11 @@ readme = "README.md"
[tool.poetry.dependencies]
python = "^3.10"
nlip-server = {path = "../nlip_server", develop = true}
+beautifulsoup4 = "^4.14.2"
+selenium = "^4.38.0"
+requests = "^2.32.5"
+webdriver-manager = "^4.0.2"
+lxml = "^6.0.2"
[build-system]
@@ -17,4 +22,7 @@ build-backend = "poetry.core.masonry.api"
[tool.poetry.scripts]
chat = "scripts:start_chat"
image = "scripts:start_image"
+vite-text = "scripts:start_vite_text"
+vite-products = "scripts:start_vite_products"
+vite-image = "scripts:start_vite_image"
diff --git a/run_main_module.sh b/run_main_module.sh
new file mode 100755
index 0000000..363902b
--- /dev/null
+++ b/run_main_module.sh
@@ -0,0 +1,7 @@
+#!/bin/bash
+
+# Ask the user for input
+read -p "Enter search term: " search_term
+
+# Run the Python module with the provided input
+python3 -m website_modules.main_module "$search_term"
diff --git a/scripts.py b/scripts.py
index 3dfb7d3..ad059bf 100644
--- a/scripts.py
+++ b/scripts.py
@@ -34,4 +34,37 @@ def start_image():
"""
my_env = get_env(local_port=8020, chat_model="llava")
command = f"poetry run python nlip_web/image_chat.py"
- run_command(command, my_env)
\ No newline at end of file
+ run_command(command, my_env)
+
+def start_vite_text():
+ my_env = get_env(local_port=8030,chat_model="llava")
+ try:
+ # Build in client directory
+ subprocess.run(["npm", "run", "build:text"], env=my_env, check=True, cwd="client")
+ # Run Python script from parent directory
+ subprocess.run(["poetry", "run", "python", "nlip_web/vite_text.py"],
+ env=my_env, check=True)
+ except subprocess.CalledProcessError as e:
+ print(f"Error executing command: {e}")
+
+def start_vite_products():
+ my_env = get_env(local_port=8030,chat_model="llava")
+ try:
+ # Build in client directory
+ subprocess.run(["npm", "run", "build:products"], env=my_env, check=True, cwd="client")
+ # Run Python script from parent directory
+ subprocess.run(["poetry", "run", "python", "nlip_web/vite_chat.py"],
+ env=my_env, check=True)
+ except subprocess.CalledProcessError as e:
+ print(f"Error executing command: {e}")
+
+def start_vite_image():
+ my_env = get_env(local_port=8030,chat_model="llava")
+ try:
+ # Build in client directory
+ subprocess.run(["npm", "run", "build:image"], env=my_env, check=True, cwd="client")
+ # Run Python script from parent directory
+ subprocess.run(["poetry", "run", "python", "nlip_web/vite_image.py"],
+ env=my_env, check=True)
+ except subprocess.CalledProcessError as e:
+ print(f"Error executing command: {e}")
\ No newline at end of file
diff --git a/start.sh b/start.sh
new file mode 100755
index 0000000..768e9bf
--- /dev/null
+++ b/start.sh
@@ -0,0 +1 @@
+poetry run vite-products
\ No newline at end of file
diff --git a/website_modules/__init__.py b/website_modules/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/website_modules/amazon_final.py b/website_modules/amazon_final.py
new file mode 100644
index 0000000..014ce42
--- /dev/null
+++ b/website_modules/amazon_final.py
@@ -0,0 +1,145 @@
+#author Aryaman Arora
+import random, time
+import requests
+import json
+from bs4 import BeautifulSoup
+from urllib.parse import urlencode
+
+STORE_NAME = 'Amazon Canada'
+
+
+# Define a pool of user agents to rotate through
+# Used in HEADERS
+UA_POOL = [
+ "Mozilla/5.0 (Macintosh; Intel Mac OS X 14_5) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/17.5 Safari/605.1.15",
+ "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/124.0.0.0 Safari/537.36",
+ "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/124.0.0.0 Safari/537.36",
+]
+
+HEADERS = {"User-Agent": random.choice(UA_POOL),
+ "Accept-Language": "en-CA,en;q=0.9",
+ "Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8",
+ "Referer": "https://www.amazon.ca/",
+ "Cache-Control": "no-cache",
+ "Pragma": "no-cache",
+ "Connection": "keep-alive",
+ }
+
+#return search url for a given search term
+def build_url( searchTerm: str) -> str:
+ return "https://www.amazon.ca/s?" + urlencode({"k": searchTerm})
+
+# Retrieve HTML content from search URL
+def get_HTML(url: str, tries: int = 4) -> str:
+
+ for i in range(tries):
+
+ #pause exectution of function to simulate human behaviour
+ time.sleep(random.uniform(0.7, 1.6) + i * 0.8)
+
+ r = requests.get(url, headers=HEADERS, timeout=30)
+ #request successful return HTML content
+ if r.status_code == 200:
+ return r.text
+ # request bad, next itteration
+ if r.status_code in (429, 503):
+ continue
+
+ #not status code 200, 429 or 503, raise HTTP error
+ r.raise_for_status()
+ raise SystemExit("Blocked")
+
+# Parse HTML content and return as JSON-like dict
+# if no products found or CAPTCHA detected, return empty dict
+def parse_and_Dict(html_content:str) -> dict:
+ #check for CAPTCHA in HTML content
+ lower_html = html_content.lower()
+ if "captchachallenge" in lower_html or "enter the characters you see below" in lower_html:
+ print("Got CAPTCHA page")
+ return [] #{STORE_NAME: []} ##########################
+ # results = {STORE_NAME: []}
+ results = []
+ soup = BeautifulSoup(html_content, "lxml")
+ # uncomment below to debug html content
+ # with open("finalAmzSoup.html", "w", encoding="utf-8") as f:
+ # f.write(str(soup))
+
+ # select all divs with class 's-main-slot' && inside that dive any element with non empty data-asin attribute
+ # data-asin is the unique identifier for each product on amazon
+ product_cards = soup.select("div.s-main-slot [data-asin]:not([data-asin=''])")
+
+ #no products found, return empty dict
+ if not product_cards:
+ print("No product cards found")
+ return [] #{STORE_NAME: []} ###########################
+
+ for c in product_cards:
+ #product name
+ name = (c.select_one("h2 a span")
+ or c.select_one("h2 span.a-text-normal")
+ or c.select_one("h2"))
+ prod_name = name.get_text(strip=True) if name else None
+
+ # prodcuct price
+ price = c.select_one("span.a-price > span.a-offscreen")
+ prod_price = price.get_text(strip=True) if price else "N/A"
+ if prod_price != "N/A":
+ prod_price = float(prod_price.replace("$", "").replace(",", ""))
+
+ #product image
+ img_tag = c.select_one("img.s-image")
+ img_src = img_tag["src"] if img_tag and img_tag.get("src") else None
+
+ #product Link
+ product_asin = c.get("data-asin")
+
+ if product_asin:
+ prod_link = f"https://www.amazon.ca/dp/{product_asin}"
+ else:
+ prod_link = None
+
+
+ if prod_name:
+ results.append({
+ "store": STORE_NAME,
+ "name": prod_name,
+ "price": prod_price,
+ "product_photo": img_src,
+ "description": "No description available",
+ "link": prod_link})
+
+ return results
+
+def search_product(search_term: str) -> list:
+
+ search_url = build_url(search_term)
+ html_content = get_HTML(search_url)
+ item_list = parse_and_Dict(html_content)
+ products = item_list
+
+ return json.dumps(products)
+
+
+# main function for use as a script
+if __name__ == "__main__":
+ SEARCH_TERM = input("Enter search term: ").strip()
+ # print("this is search term: " + SEARCH_TERM)
+ search_url = build_url(SEARCH_TERM)
+ html_content = get_HTML(search_url)
+ item_list = parse_and_Dict(html_content)
+
+ products = item_list
+
+ if not products:
+ print("No products were found")
+ else:
+ # print("this price type", type(prod_price))
+ for index, product in enumerate(products, 1):
+ print(f"Item {index}:")
+ print(f"Name: {product['name']}")
+ print(f"Price: {product['price']}")
+ print(f"Link: {product['link']}")
+ print(f"Image: {product['product_photo']}")
+ print("-" * 60) # visual separator
+
+
diff --git a/website_modules/bestbuy_ca_module.py b/website_modules/bestbuy_ca_module.py
new file mode 100644
index 0000000..506abcd
--- /dev/null
+++ b/website_modules/bestbuy_ca_module.py
@@ -0,0 +1,172 @@
+# author Aryaman Arora
+import time
+import random
+import json
+from bs4 import BeautifulSoup
+from urllib.parse import urlencode
+
+from selenium import webdriver
+from selenium.webdriver.chrome.options import Options
+from selenium.webdriver.common.by import By
+from selenium.webdriver.support.ui import WebDriverWait
+from selenium.webdriver.support import expected_conditions as EC
+
+STORE_NAME = 'Best Buy Canada'
+
+# get html with selenium
+def get_html(url: str) -> str:
+ options = Options()
+ options.add_argument("--disable-blink-features=AutomationControlled")
+ options.add_argument("--start-maximized")
+ # fix for "Access Denied" issue
+ options.add_argument("--disable-http2")
+ #add user agent
+ options.add_argument(
+ "user-agent=Mozilla/5.0 (Windows NT 10.0; Win64; x64) "
+ "AppleWebKit/537.36 (KHTML, like Gecko) Chrome/122.0.0.0 Safari/537.36"
+ )
+ options.add_argument("--headless") ######################################
+
+ driver = webdriver.Chrome(options=options)
+
+ try:
+ #print (open brows)
+ driver.get(url)
+
+ # Waait product load or timeout 20 sec
+ try:
+ WebDriverWait(driver, 20).until(
+ EC.presence_of_element_located((By.CLASS_NAME, "productItemName_3IZ3c"))
+ )
+ # print("prods loaded")
+ except:
+ print("Timed out/Product not found")
+
+ # scroll trigger product loading
+ for i in range(1, 5):
+ driver.execute_script(f"window.scrollTo(0, {i * 800});")
+ time.sleep(random.uniform(0.5, 1.0))
+
+ # Return full HTML source with loaded js content
+ return driver.page_source
+
+ finally:
+ driver.quit()
+
+# function to build search url
+def build_url(searchTerm: str) -> str:
+ base_url = "https://www.bestbuy.ca/en-ca/search?"
+ return base_url + urlencode({"search": searchTerm})
+
+#parse html return list
+def parse_and_list(html_content: str) -> dict:
+ results = []
+ soup = BeautifulSoup(html_content, "lxml")
+
+ # product name
+ name_tags = soup.select(".productItemName_3IZ3c")
+ if not name_tags:
+ return [] ################]
+ for name_tag in name_tags:
+ # get name
+ prod_name = name_tag.get_text(strip=True)
+ card = name_tag.find_parent("li")
+ if not card: # backstep to find name if not found by .find_parent("li")
+ card = name_tag.find_parent("div", class_=lambda x: x and 'col-xs' in x)
+
+ if not card: #useless entry
+ continue
+
+ #product price
+ price_tag = card.select_one(".productPricingContainer_3gTS3 span[data-automation='product-price']")
+
+ prod_price = "N/A"
+ if price_tag:
+ raw_price = price_tag.get_text(strip=True)
+ # fix price duplicated eg $99$99 split
+ if raw_price.count('$') > 1:
+ # split price by $ take second part
+ parts = raw_price.split('$') # parts[0] is empty, parts[1] is first price
+ if len(parts) > 1:
+ prod_price = parts[1]
+ else:
+ prod_price = raw_price
+ else:
+ #check price in parent container not found above
+ container = card.select_one(".productPricingContainer_3gTS3")
+ if container:
+ raw_price = container.get_text(strip=True)
+ if raw_price.count('$') > 1:
+ prod_price = raw_price.split('$')[1]
+ prod_price = float(prod_price.replace("$", "").replace(",", ""))
+ else:
+ prod_price = raw_price
+
+ # product image
+ img_src = None
+ #select image with class productItemImage
+ img_tag = card.find("img", class_=lambda x: x and "productItemImage" in x)
+
+ # class select not work try to use thumbnail image div
+ if not img_tag:
+ img_tag = card.select_one("div[data-automation='product-image'] img")
+
+ # first 2 options not work grab any img tag in card
+ if not img_tag:
+ img_tag = card.select_one("img")
+
+ if img_tag:
+ srcset = img_tag.get("srcset")
+ if srcset:
+ # bestbuy use srcset with multiple URLs, extract first clean URL
+ first_entry = srcset.split(",")[0]
+ img_src = first_entry.strip().split(" ")[0]
+ else:
+ img_src = img_tag.get("src")
+
+ # product Link
+ link_tag = card.select_one("a[itemprop='url']") or card.select_one("a")
+ prod_link = None
+ if link_tag and link_tag.get("href"):
+ href = link_tag["href"]
+ if href.startswith("/"):
+ prod_link = "https://www.bestbuy.ca" + href
+ else:
+ prod_link = href
+
+ results.append({
+ "store": STORE_NAME,
+ "name": prod_name,
+ "price": prod_price,
+ "product_photo": img_src,
+ "description": "No description available",
+ "link": prod_link})
+
+ return results
+
+# search products used by main_module.py to return product results to main module
+def search_product(search_term: str) -> list:
+ search_url = build_url(search_term)
+ html_content = get_html(search_url)
+ products = parse_and_list(html_content)
+ return json.dumps(products)
+
+# main function for use as a script
+if __name__ == "__main__":
+
+ SEARCH_TERM = input("Enter search term: ").strip()
+ search_url = build_url(SEARCH_TERM)
+ html_content = get_html(search_url)
+ item_list = parse_and_list(html_content)
+ products = item_list
+
+ if not products:
+ print("no products found")
+ else:
+ for index, product in enumerate(products, 1):
+ print(f"Item {index}:")
+ print(f"Name: {product['name']}")
+ print(f"Price: {product['price']}")
+ print(f"Link: {product['link']}")
+ print(f"Image: {product['product_photo']}")
+ print("-" * 60)
\ No newline at end of file
diff --git a/website_modules/dellelce_bookstore_module.py b/website_modules/dellelce_bookstore_module.py
new file mode 100644
index 0000000..2bad1c2
--- /dev/null
+++ b/website_modules/dellelce_bookstore_module.py
@@ -0,0 +1,202 @@
+# module for UWO dellelce Bookstore
+
+# imports for library functions
+from bs4 import BeautifulSoup
+from selenium import webdriver
+from selenium.webdriver.common.by import By
+from selenium.webdriver.chrome.options import Options
+from selenium.webdriver.support import expected_conditions as EC
+import sys
+import time
+import json
+
+## CONSTANT VARIABLES
+STORE_NAME = "Dellelce Bookstore UWO"
+WEB_ADDRESS = 'https://bookstore.uwo.ca/'
+SEARCH_ARG = 'search/products?search='
+PAGE_NUM = "&page=" # no page number argument for fist page, second page starts at &page=1
+SORT_ARG = "&sort=" # add search filter like: &sort=search_api_relevance%20DESC
+## options = [relevance_desc, newest to oldest, oldest to newest, price increasing, price decreasing]
+SORT_ARG_OPTIONS = ['search_api_relevance%20DESC', 'created+DESC', 'created+ASC', 'search_api_aggregation_2+ASC', 'search_api_aggregation_2+DESC']
+CATEGORY = '&category='
+CATEGORY_OPTIONS = ['All'] # All is default, category id can be specified
+HTTP_HEADERS = {
+ 'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/123.0.0.0 Safari/537.36',
+ 'Accept-Language': 'en-US,en;q=0.9',
+ 'Accept-Encoding': 'gzip, deflate, br',
+ 'Connection': 'keep-alive',
+}
+
+def get_next_page(query_term: str, page_num: int):
+ page_num = page_num - 1
+ query = query_term + PAGE_NUM + str(1)
+ return search_product(query_term=query)
+
+# takes a serch term or formatted query to search the site
+# returns list of product objects
+def search_product(query_term):
+ options = Options()
+ options.add_argument("--headless=new")
+ options.add_argument(f"user-agent={HTTP_HEADERS['User-Agent']}")
+ driver = webdriver.Chrome(options=options)
+
+ product_list = []
+ #product_list[STORE_NAME] = []
+
+ try:
+ driver.get(WEB_ADDRESS + SEARCH_ARG + query_term)
+ html = driver.page_source
+
+ parsed_content = parse_site_content(html)
+ # if first page is non-empty, query the next page. Otherwise no products matching the search term exist.
+ if len(parsed_content) < 1:
+ driver.quit()
+ return json.dumps(product_list)
+
+ product_list = parsed_content
+
+ # first page non-empty, query remaining pages of content.
+ end_of_content = True
+ current_page = 1 # second page starts at 1
+ while not end_of_content:
+ # sleep to not overwhelm site with continuous queries
+ time.sleep(5)
+ driver.get(WEB_ADDRESS + SEARCH_ARG + query_term + PAGE_NUM + str(current_page))
+ parsed_content = parse_site_content(driver.page_source)
+
+ if len(parsed_content) < 1:
+ # end of query content
+ break
+ # increment page counter
+ current_page += 1
+ product_list.extend(parsed_content)
+ finally:
+ driver.quit()
+ print(product_list)
+
+ return json.dumps(product_list)
+
+# return search results from a specific page
+def search_product_specific_page(query_term, pagenum) -> list:
+ options = Options()
+ options.add_argument("--headless=new")
+ options.add_argument(f"user-agent={HTTP_HEADERS['User-Agent']}")
+ driver = webdriver.Chrome(options=options)
+
+ product_list = []
+
+ try:
+ driver.get(WEB_ADDRESS + SEARCH_ARG + query_term + PAGE_NUM + str(pagenum))
+ html = driver.page_source
+
+ parsed_content = parse_site_content(html)
+ # if first page is non-empty, query the next page. Otherwise no products matching term exist.
+ if len(parsed_content) < 1:
+ driver.quit()
+ return
+
+ product_list.append(parsed_content)
+ finally:
+ driver.quit()
+
+ return json.dumps(product_list)
+
+# parses out poduct information from html return
+# returns list of dicts/json formatted objects
+def parse_site_content(html_content) -> list:
+
+ soup = BeautifulSoup(html_content, 'html.parser')
+
+ # message displayed if exceeded page with results, or if no results found
+ end_of_results = soup.find_all("div", class_="view-empty")
+ if len(end_of_results) != 0:
+ return []
+
+ products = soup.find_all("div", class_="views-row")
+
+ # create the dictionary to return list of product information
+ product_information = []
+
+ for prod in products:
+ temp_prod = {}
+ # extract it-em name
+ temp_prod["store"] = STORE_NAME
+
+ temp_prod["name"] = prod.find('a').text
+
+ temp_prod["description"] = 'No description available'
+
+ # commerce-product-field is where price information is stored
+ price_field = prod.find(class_="commerce-product-field")
+ price = price_field.find("div", class_="field-item").text
+ temp_prod["price"] = (price.split(' ')[0]).replace('$','')
+
+ # check if item has sizes:
+ sizes_radio_group = prod.find(class_='attribute-widgets')
+ temp_prod['sizes'] = ['N/A']
+
+ if sizes_radio_group != None:
+ temp_prod['sizes'] = []
+ radio_buttons = prod.find_all(class_="control-label")
+ for opt in radio_buttons:
+ if opt.text == 'Size:': ## skip control values with non-size specific information
+ continue
+ temp_prod['sizes'].append(opt.text)
+
+ ## TODO: fix availability for items with multiple sizes
+ availability = prod.find(class_="add-to-cart").text
+ temp_prod["availability"] = availability
+
+ if availability == "Add to cart":
+ availability = "in stock"
+
+ img_src = prod.find('img')['src']
+
+ # if image is the placeholder for no photo, make it ""
+ # nlip_web_client will filter this as NO IMAGE
+ if img_src == "/sites/all/themes/bookstore/images/no-photo.png":
+ img_src = ""
+
+ temp_prod["product_photo"] = img_src
+
+ # add link to product page using link to item id stored in anchor tag
+ temp_prod["link"] = (WEB_ADDRESS[:-1] + prod.find('a')['href'])
+
+ ## Further product information available on the item page
+ # Stock count
+ # on order count
+ # SKU -> differs from product id. is different for each size listing
+
+ # push product information to list
+ product_information.append(temp_prod)
+
+ return product_information
+
+def get_web_address() -> str:
+ return WEB_ADDRESS
+
+# return list of constant variables and configurable options
+def get_config() -> dict:
+ return {
+ "web_address": WEB_ADDRESS,
+ "search_arg": SEARCH_ARG,
+ "page_num": PAGE_NUM,
+ "sort_arg": SORT_ARG,
+ "sort_arg_options": SORT_ARG_OPTIONS,
+ "http_headers": HTTP_HEADERS,
+ "filter_category": CATEGORY,
+ "filter_category_options": CATEGORY_OPTIONS
+ }
+
+# main function for use if run as script
+if __name__ == "__main__":
+ search_term = ""
+ if len(sys.argv) > 1:
+ search_term = sys.argv[1]
+ else:
+ print("Input serch term: ")
+ search_term = input()
+
+ #print(search_product(search_term))
+ print(get_next_page(search_term, 2))
+
\ No newline at end of file
diff --git a/website_modules/homeDepotSelen.py b/website_modules/homeDepotSelen.py
new file mode 100644
index 0000000..7f81451
--- /dev/null
+++ b/website_modules/homeDepotSelen.py
@@ -0,0 +1,203 @@
+# author Aryaman Arora
+import time
+import random
+import json
+from bs4 import BeautifulSoup
+from urllib.parse import urlencode
+
+# Selenium imports for full JS rendering
+from selenium import webdriver
+from selenium.webdriver.chrome.options import Options
+from selenium.webdriver.chrome.service import Service
+from webdriver_manager.chrome import ChromeDriverManager
+from selenium.webdriver.common.by import By
+from selenium.webdriver.support.ui import WebDriverWait
+from selenium.webdriver.support import expected_conditions as EC
+
+STORE_NAME = 'Home Depot Canada'
+
+# get HTML with Selenium
+def get_html(url: str) -> str:
+
+ # Setup Chrome Options
+ options = Options()
+ options.add_argument("--disable-blink-features=AutomationControlled")
+ options.add_argument(
+ "user-agent=Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) "
+ "AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36"
+ )
+ # run headless
+ options.add_argument("--headless=new")
+
+ #initialize Chrome web driver
+ driver = webdriver.Chrome(
+ service=Service(ChromeDriverManager().install()),
+ options=options
+ )
+
+ try:
+ # print("open browser")
+ driver.get(url)
+
+ #wait for the products to load or timeout after 15 seconds
+ try:
+ WebDriverWait(driver, 15).until(
+ EC.presence_of_element_located(
+ (By.CSS_SELECTOR, "article.acl-product-card, div.acl-product-card")
+ )
+ )
+ # print("product loaded good.")
+ except:
+ print("Timed out/Product not found")
+
+ # Scroll to trigger loading
+ if ".ca" in url:
+ # Incremental scrolling hit trigger zones
+ current_height = 0
+ while True:
+ current_height += 500
+ driver.execute_script(f"window.scrollTo(0, {current_height});")
+ time.sleep(1) # pause let js load new node
+
+ # Check total height to see if we reached the bottom
+ total_height = driver.execute_script("return document.body.scrollHeight")
+ if current_height >= total_height:
+ break
+ else:
+ driver.execute_script("window.scrollTo(0, 1000);")
+ time.sleep(2)
+
+ # Return full HTML source with loaded js content
+ return driver.page_source
+
+ finally:
+ driver.quit()
+
+# build search URL
+def build_url(searchTerm: str) -> str:
+ return "https://www.homedepot.ca/search?" + urlencode({"q": searchTerm})
+def next_page_url(searchTerm: str, page_num: int) -> str:
+ return "https://www.homedepot.ca/search?" + urlencode({"q": searchTerm, "page": page_num})
+
+# Parse HTML and return list
+def parse_and_Dict(html_content: str) -> dict:
+
+ results = []
+ soup = BeautifulSoup(html_content, "lxml")
+
+ # slect all product cards
+ product_cards = soup.select(
+ "article.acl-product-card, "
+ "div.acl-product-card, "
+ "[data-component='ProductCard']"
+ )
+
+ # No products found, return empty dict
+ if not product_cards:
+ return [] ####
+
+ for c in product_cards:
+
+ # product name
+ name_tag = (
+ c.select_one(".acl-product-card__title")
+ or c.select_one("h2")
+ or c.select_one("a.acl-product-card__title-link")
+ )
+ prod_name = name_tag.get_text(strip=True) if name_tag else None
+
+ #product price
+ price = (
+ c.select_one(".acl-product-card__price")
+ or c.select_one("[class*='price-format']")
+ or c.select_one("[itemprop='price']")
+ )
+
+ if price:
+ # price raw text format, "$179And00Cents/ each")
+ raw_price = price.get_text(strip=True)
+ #filter text
+ clean_price = raw_price.replace("And", ".").replace("Cents", "").replace("/ each", "").strip()
+ prod_price = clean_price
+ try:
+ prod_price = float(prod_price.replace("$", "").replace(",", ""))
+ except ValueError:
+ prod_price = "N/A"
+ else:
+ prod_price = "N/A"
+
+ # product image
+ img_tag = c.select_one("img")
+ img_src = None
+ if img_tag:
+ img_src = img_tag.get("src") or img_tag.get("data-src")
+
+
+ # product Link
+ link_tag = c.select_one("a.acl-product-card__title-link")
+
+ # if class above not found fallback H2 tag
+ if not link_tag:
+ link_tag = c.select_one("h2 a")
+
+ prod_link = None
+ if link_tag and link_tag.get("href"):
+ href = link_tag["href"]
+ if href.startswith("/"):
+ prod_link = "https://www.homedepot.ca" + href
+ else:
+ prod_link = href
+
+ # if valid append product to list
+ if prod_name:
+ results.append({"store": STORE_NAME,
+ "name": prod_name,
+ "price": prod_price,
+ "product_photo": img_src,
+ "description": "No description available",
+ "link": prod_link})
+
+ return results
+
+# search products used by main_module.py to return product results to main module
+def search_product(search_term: str) -> list:
+
+ search_url = build_url(search_term)
+ html_content = get_html(search_url)
+ item_list = parse_and_Dict(html_content)
+ products = item_list
+
+ return json.dumps(products)
+
+def get_next_page(search_term: str, page_num: int) -> list:
+ next_url = next_page_url(search_term, page_num)
+ html_content = get_html(next_url)
+ item_list = parse_and_Dict(html_content)
+ products = item_list
+
+ return json.dumps(products)
+
+# Main to run as script
+if __name__ == "__main__":
+ SEARCH_TERM = input("Enter search term: ").strip()
+ search_url = build_url(SEARCH_TERM)
+ # search_url = next_page_url(SEARCH_TERM,2)
+ print("this is search url:", search_url)
+
+ # selenium gets JS rendered Html
+ html_content = get_html(search_url)
+
+ # Parse and return products dict
+ item_dict = parse_and_Dict(html_content)
+ products = item_dict
+
+ if not products:
+ print("No products were extracted.")
+ else:
+ for index, product in enumerate(products, 1):
+ print(f"Item {index}:")
+ print(f"Name: {product['name']}")
+ print(f"Price: {product['price']}")
+ print(f"Link: {product['link']}")
+ print(f"Image: {product['product_photo']}")
+ print("-" * 60) # visual separator
\ No newline at end of file
diff --git a/website_modules/main_module.py b/website_modules/main_module.py
new file mode 100644
index 0000000..3918dc4
--- /dev/null
+++ b/website_modules/main_module.py
@@ -0,0 +1,169 @@
+# imports for library functions
+import time
+from bs4 import BeautifulSoup
+from selenium import webdriver
+from selenium.webdriver.common.by import By
+from selenium.webdriver.chrome.options import Options
+from selenium.webdriver.support import expected_conditions as EC
+import sys
+import json
+
+from concurrent.futures import ThreadPoolExecutor, as_completed
+
+# Import search modules for websites
+from . import newegg_ca_module
+from . import dellelce_bookstore_module
+from . import staples_ca_module
+from . import amazon_final
+from . import homeDepotSelen
+from . import bestbuy_ca_module
+# from . import walmart_ca_module
+
+# THREAD COUNT
+MAX_THREADS = 5
+THREAD_PREFIX = "main_module_thread_"
+
+# Modules with completed search_product(str) functions
+search_modules = [
+ amazon_final,
+ homeDepotSelen,
+ bestbuy_ca_module,
+ dellelce_bookstore_module,
+ # newegg_ca_module,
+ staples_ca_module
+]
+
+def single_thread_search_product(search_term: str):
+ search_results = []
+ for module in search_modules:
+
+ if not hasattr(module, 'search_product'):
+ continue
+
+ search_function = getattr(module, 'search_product')
+
+ try:
+ product_results_json = search_function(search_term)
+
+ # convert to dict
+ prods = product_results_json
+ print(prods)
+ search_results = search_results + json.loads(prods)
+
+ except Exception as e:
+ print(f'ERROR with {module}\n')
+ print(f'\tFunction: [search_product(str) -> json]')
+ print(f'\t{e}\n')
+
+ res = {}
+ res['results'] = search_results
+
+ # has to return a proper python dictionary
+ return res
+
+# func for thread to execute
+def run_module_search(module: str, search_term: str, ):
+ if not hasattr(module, 'search_product'):
+ return None
+
+ try:
+ search_function = getattr(module, 'search_product')
+ product_results_json = search_function(search_term)
+
+ # convert to dict
+ prods = json.loads(product_results_json)
+ return(prods)
+
+ except Exception as e:
+ print(f'ERROR with {module}\n')
+ print(f'\tFunction: [search_product(str) -> json]')
+ print(f'\t{e}\n')
+ return None
+
+# func for thread to execute
+def run_module_next_page(module: str, search_term: str, page_num: int):
+ if not hasattr(module, 'get_next_page'):
+ return None
+
+ try:
+ get_next_page = getattr(module, 'get_next_page')
+ product_results_json = get_next_page(search_term, page_num)
+
+ # convert to dict
+ prods = json.loads(product_results_json)
+ return(prods)
+
+ except Exception as e:
+ print(f'ERROR with {module}\n')
+ print(f'\tFunction: [search_product(str) -> json]')
+ print(f'\t{e}\n')
+ return None
+
+def search_product(search_term: str):
+ search_results = []
+
+ with ThreadPoolExecutor(max_workers=MAX_THREADS, thread_name_prefix=THREAD_PREFIX) as executor:
+ ## exectute
+ future = {
+ executor.submit(run_module_search, module, search_term): module
+ for module in search_modules
+ }
+
+ for future in as_completed(future):
+ result = future.result()
+ if result is not None:
+ search_results.extend(result)
+
+ # has to return a proper python dictionary
+ res = {}
+ res['results'] = search_results
+ return res
+
+def get_next_page(search_term: str, page_num: int):
+ search_results = []
+
+ with ThreadPoolExecutor(max_workers=MAX_THREADS, thread_name_prefix=THREAD_PREFIX) as executor:
+ ## exectute
+ future = {
+ executor.submit(run_module_next_page, module, search_term, page_num): module
+ for module in search_modules
+ }
+
+ for future in as_completed(future):
+ result = future.result()
+ if result is not None:
+ search_results.extend(result)
+ # has to return a proper python dictionary
+ res = {}
+ res['results'] = search_results
+ return res
+
+def main():
+ search_term = ""
+ if len(sys.argv) > 1:
+ search_term = sys.argv[1]
+ else:
+ print("Input serch term: ")
+ search_term = input()
+
+ #test_performance()
+ print(search_product(search_term))
+
+# benchmark test for multi vs single thread performance
+def test_performance():
+ search_term = "lanyards"
+
+ t1 = time.perf_counter()
+ print(single_thread_search_product(search_term))
+ t2 = time.perf_counter()
+
+ t3 = time.perf_counter()
+ print(search_product(search_term))
+ t4 = time.perf_counter()
+
+ print(f'Single thread took :{t2 - t1} seconds')
+ print(f'Mutli thread took :{t4 - t3} seconds')
+
+# for use of main module as script
+if __name__ == "__main__":
+ main()
\ No newline at end of file
diff --git a/website_modules/newegg_ca_module.py b/website_modules/newegg_ca_module.py
new file mode 100644
index 0000000..528e83e
--- /dev/null
+++ b/website_modules/newegg_ca_module.py
@@ -0,0 +1,112 @@
+# https://stackoverflow.com/questions/68992032/scrape-walmart-search-results-python helped me figure out how to make search request for Walmart
+# Prints all the products found on walmart.ca with a specified product name on the first page
+# Must install bs4 -> BeautifulSoup and requests to work
+from bs4 import BeautifulSoup # For parsing HTML
+import requests # For getting into Newegg and using its search function
+import json # For formatting the data so it is easy to read/extract info
+from urllib.parse import quote # Proper formatting of link
+
+STORE_NAME = 'New Egg Canada'
+WEB_ADDRESS = 'https://www.newegg.ca/'
+SEARCH_ARG = 'p/pl?d='
+PAGE_NUM = "&page="
+
+HTTP_HEADERS = {
+ 'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/123.0.0.0 Safari/537.36',
+ #'Accept-Language': 'en-US,en;q=0.9',
+ #'Accept-Encoding': 'gzip, deflate, br',
+ #'Connection': 'keep-alive',
+}
+
+def get_url(product_name, page):
+ return 'https://www.newegg.ca/p/pl?d=' + quote(product_name)
+
+def get_next_page(query_term: str, page_num: int):
+ query = query_term + PAGE_NUM + str(page_num)
+ return search_product(query)
+
+def print_products(items):
+ products = []
+ # Get only product blocks, format them
+ for item in items:
+ # Product Name
+ title_tag = item.select_one(".item-title")
+ title = title_tag.text.strip() if title_tag else None
+ link = title_tag.get("href") if title_tag else None
+
+ # Price
+ dollars_tag = item.select_one(".price-current strong")
+ cents_tag = item.select_one(".price-current sup")
+ price = None
+ if dollars_tag:
+ dollars = dollars_tag.text.strip()
+ cents = cents_tag.text.strip() if cents_tag else "00"
+ price = f"{dollars}{cents}"
+ price = float(price)
+
+ # Image
+ img_tag = item.select_one("img")
+ image = img_tag.get("src") if img_tag else None
+
+ # Shipping
+ shipping_tag = item.select_one(".price-ship")
+ shipping = shipping_tag.text.strip() if shipping_tag else None
+
+ if title and price: # Only add if title found (skip ads)
+ products.append({
+ "store": STORE_NAME,
+ "name": title,
+ "price": price,
+ "link": link,
+ "product_photo": image,
+ "shipping_info": shipping,
+ "description": "No description available",
+ })
+
+ # How many products that were on the first page
+ num_of_products = 0
+ if num_of_products > 0:
+ print("Number of products in stock: " + str(len(products)))
+ # Print out all products found on the first page
+ print("PRODUCTS IN STOCK:\n")
+ for p in products:
+ for attribute in p:
+ print(attribute + ": " + str(p[attribute]))
+ print()
+
+ return products
+
+def search_product(product_name: str):
+ product_list = []
+
+ try:
+ session = requests.Session()
+ session.headers.update(HTTP_HEADERS)
+
+ url = get_url(product_name, 1)
+
+ r = session.get(url) # Pretend to be browser, prevent Walmart from flagging us as a bot
+ soup = BeautifulSoup(r.text, 'html.parser') # No need to install lxml (html.parser), parse HTML
+
+ # Same method of extracting info as Staples
+ product_list = print_products(soup.select('.item-cell'))
+ # If you want more pages, just ask and add next page to url and redo this process with that page (ex. &page2)
+ except Exception as e:
+ print(e)
+
+ return json.dumps(product_list)
+
+
+# Search loop
+if __name__ == "__main__":
+ searching = 'y'
+ while searching == 'y':
+ product_desc = input("Enter the name of the product: ")
+ search_product(product_desc)
+
+ user_input = input("Perform another search? (y/n): ")
+ searching = user_input[0].lower()
+ while searching != 'y' and searching != 'n':
+ searching = input("Perform another search? (y/n): ")
+
+ print("Thank you for shopping at Walmart!")
diff --git a/website_modules/staples_ca_module.py b/website_modules/staples_ca_module.py
new file mode 100644
index 0000000..e3eb464
--- /dev/null
+++ b/website_modules/staples_ca_module.py
@@ -0,0 +1,111 @@
+import json
+import sys
+import time
+from selenium import webdriver
+from selenium.webdriver.common.by import By
+from selenium.webdriver.chrome.options import Options
+from bs4 import BeautifulSoup
+
+## CONSTANT VARIABLES
+STORE_NAME = 'Staples Canada'
+WEB_ADDRESS = 'https://www.staples.ca/'
+SEARCH_ARG = 'search?query='
+HTTP_HEADERS = {
+ 'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/123.0.0.0 Safari/537.36',
+ # 'Accept-Language': 'en-US,en;q=0.9',
+ #'Accept-Encoding': 'gzip, deflate, br',
+ #'Connection': 'keep-alive',
+}
+
+
+
+#def scrape_staples_selenium(product_name: str):
+def search_product(product_name: str):
+ # --- Chrome options ---
+ options = Options()
+ options.add_argument("--start-maximized")
+ options.add_argument("--disable-blink-features=AutomationControlled")
+ options.add_argument(f"user-agent={HTTP_HEADERS['User-Agent']}")
+ # run headless
+ options.add_argument("--headless=new")
+
+ driver = webdriver.Chrome(options=options)
+ search_url = f"{WEB_ADDRESS}{SEARCH_ARG}{product_name}"
+ driver.get(search_url)
+
+ # wait for the page to load and scripts to render
+ time.sleep(5)
+
+ # scroll to mimic human behavior (helps bypass blocks)
+ driver.execute_script("window.scrollTo(0, document.body.scrollHeight);")
+ time.sleep(2)
+
+ # get the rendered HTML
+ html = driver.page_source
+ driver.quit()
+
+ # --- Parse with BeautifulSoup ---
+ soup = BeautifulSoup(html, "html.parser")
+
+ results = []
+ for a_tag in soup.select("a.product-link"):
+ text = a_tag.get_text(separator=" ", strip=True)
+
+ # Clean up the title
+ if "Quick View" in text:
+ text = text.replace("Quick View", "").strip()
+
+ link = f"https://www.staples.ca{a_tag.get('href', '')}"
+
+ # Try to find the price near this link (look upward or in the same container)
+ card = a_tag.find_parent("div", class_="product-thumbnail")
+ price_el = card.select_one("span.money.pre-money") if card else None
+ price = price_el.get_text(strip=True)
+ if price_el:
+ price = float(price[1:].replace(",", ""))
+ else:
+ price = 0.0
+
+
+ # extract the img src
+ img_tag = card.find("img")
+ img_src = img_tag["src"] if img_tag and img_tag.has_attr("src") else None
+
+ if text:
+ results.append({
+ "store": STORE_NAME,
+ "name": text,
+ "price": price,
+ "product_photo": img_src,
+ "description": "No description available",
+ "link": link
+ })
+
+ return json.dumps(results)
+
+def main():
+ if len(sys.argv) > 1:
+ results = search_product(sys.argv[1])
+ print(results)
+ return
+
+ searching = 'y'
+ while searching == 'y':
+ product_desc = input("Enter the name of the product: ")
+ products = search_product("laptop")
+ for i, p in enumerate(products, 1):
+ print("Name: " + p['title'])
+ print("Price: " + p['price'])
+ print("Link: " + p['link'])
+ print()
+
+ user_input = input("Perform another search? (y/n): ")
+ searching = user_input[0].lower()
+ while searching != 'y' and searching != 'n':
+ searching = input("Perform another search? (y/n): ")
+
+ print("Thank you for shopping at Staples!")
+ # page%5D=2
+
+if __name__ == "__main__":
+ main()
\ No newline at end of file
diff --git a/website_modules/walmart_ca_module.py b/website_modules/walmart_ca_module.py
new file mode 100644
index 0000000..eb4ed5f
--- /dev/null
+++ b/website_modules/walmart_ca_module.py
@@ -0,0 +1,82 @@
+# module for walmart.ca/en/
+
+import requests
+from bs4 import BeautifulSoup
+import json
+import cloudscraper
+import time
+
+from selenium import webdriver
+from selenium.webdriver.common.by import By
+from selenium.webdriver.chrome.options import Options
+from selenium.webdriver.support import expected_conditions as EC
+import time
+
+## CONSTANT VARIABLES
+WEB_ADDRESS = 'https://www.walmart.ca/en/'
+SEARCH_ARG = 'search?q='
+SORT_ARG = '&sort='
+SORT_ARG_OPTIONS = ['price_low','price_high','best_match']
+FILTER_CATEGORY = '&catId=' ## integer value representing category
+## page numbering starts at 1 for first page
+PAGE_NUM = '&page=' ## defaults to being paired with: AFFINITY_OVERRIDE
+AFFINITY_OVERRIDE = '&affinityOverride=default'
+
+FILTER_BRAND = '&facet=brand%3A' ## brand%3a + string
+## for multiple brands concat with: %7C%7C
+## &facet=brand%3APentel%7C%7Cbrand%3ABIC
+
+HTTP_HEADERS = {
+ 'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/123.0.0.0 Safari/537.36',
+ 'Accept-Language': 'en-US,en;q=0.9',
+ 'Accept-Encoding': 'gzip, deflate, br',
+}
+
+# return list of constant variables and configurable options
+def get_config() -> dict:
+ return {
+ "web_address": WEB_ADDRESS,
+ "search_arg": SEARCH_ARG,
+ "page_num": PAGE_NUM,
+ "affinity_override": AFFINITY_OVERRIDE,
+ "sort_arg": SORT_ARG,
+ "sort_arg_options": SORT_ARG_OPTIONS, ## TODO: populate the valid search filters
+ "filter_category" :FILTER_CATEGORY,
+ "filter_brand": FILTER_BRAND,
+ "http_headers": HTTP_HEADERS,
+ }
+
+def search_product(search_term):
+
+ options = Options()
+ ##options.add_argument("--headless=new")
+ options.add_argument(f"user-agent={HTTP_HEADERS['User-Agent']}")
+ ##options.add_argument("--no-sandbox")
+ ##options.add_argument("--disable-dev-shm-usage")
+ ##options.add_argument("--disable-blink-features=AutomationControlled")
+ driver = webdriver.Chrome(options=options)
+
+ url = WEB_ADDRESS + SEARCH_ARG + search_term
+ try:
+ driver.get(url=url)
+
+ time.sleep(5)
+
+ html = driver.page_source
+ finally:
+ driver.quit()
+
+ soup = BeautifulSoup(html, 'html.parser')
+
+ return soup
+
+def parse_site_content(html_content) -> list:
+ return []
+
+# main function for use as a script
+if __name__ == "__main__":
+ print("Input serch term: ")
+ search_term = input()
+
+ return_vals = search_product(search_term)
+ print(return_vals)
\ No newline at end of file