From b89d180404b6843b9e1d66ef01282fe2e8cbead2 Mon Sep 17 00:00:00 2001 From: musabdogan Date: Mon, 29 Jun 2026 16:12:52 +0300 Subject: [PATCH 1/2] Add companion code for Vibe Coding Query Results Comparer Part 1. Introduces a Next.js side-by-side Elasticsearch query comparer with indexing scripts for the Amazon Reviews'23 Electronics catalog. --- supporting-blog-content/README.md | 1 + .../.env.example | 4 + .../.eslintrc.json | 3 + .../.gitignore | 46 + .../README.md | 132 + .../app/api/compare/route.js | 52 + .../app/globals.css | 883 ++ .../app/layout.js | 21 + .../app/page.jsx | 136 + .../app/providers.jsx | 7 + .../components/CompareColumns.jsx | 15 + .../components/IndexSettingsButton.jsx | 110 + .../components/ProductDetailModal.jsx | 162 + .../components/QueryPanel.jsx | 98 + .../components/QueryPreviewButton.jsx | 92 + .../components/ResultCard.jsx | 81 + .../components/SearchBar.jsx | 93 + .../components/SiteFooter.jsx | 11 + .../components/SiteHeader.jsx | 67 + .../data/index-mapping.json | 29 + .../data/popular-search-terms.js | 108 + .../data/raw/README.md | 29 + .../jsconfig.json | 7 + .../lib/elasticsearch.js | 28 + .../lib/queryProcessor.js | 34 + .../lib/rankDelta.js | 77 + .../lib/searchTotals.js | 20 + .../next.config.mjs | 6 + .../package-lock.json | 7542 +++++++++++++++++ .../package.json | 31 + .../public/icons/elastic-partner-banner.webp | Bin 0 -> 35184 bytes .../public/icons/iphone charger.png | Bin 0 -> 1544429 bytes .../public/icons/logo.png | Bin 0 -> 24569 bytes .../public/icons/searchali_logo_1.png | Bin 0 -> 121658 bytes .../queries/new-query.json | 16 + .../queries/old-query.json | 16 + .../scripts/amazon-meta-utils.mjs | 117 + .../scripts/build-amazon-catalog.mjs | 132 + .../scripts/build-preview-catalog.mjs | 31 + .../scripts/create-readonly-user.mjs | 93 + .../scripts/index-full-catalog.mjs | 175 + .../scripts/seed-index.mjs | 116 + 42 files changed, 10621 insertions(+) create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/.env.example create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/.eslintrc.json create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/.gitignore create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/README.md create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/api/compare/route.js create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/globals.css create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/layout.js create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/page.jsx create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/providers.jsx create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/CompareColumns.jsx create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/IndexSettingsButton.jsx create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/ProductDetailModal.jsx create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/QueryPanel.jsx create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/QueryPreviewButton.jsx create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/ResultCard.jsx create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/SearchBar.jsx create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/SiteFooter.jsx create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/SiteHeader.jsx create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/data/index-mapping.json create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/data/popular-search-terms.js create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/data/raw/README.md create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/jsconfig.json create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/lib/elasticsearch.js create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/lib/queryProcessor.js create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/lib/rankDelta.js create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/lib/searchTotals.js create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/next.config.mjs create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/package-lock.json create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/package.json create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/public/icons/elastic-partner-banner.webp create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/public/icons/iphone charger.png create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/public/icons/logo.png create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/public/icons/searchali_logo_1.png create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/queries/new-query.json create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/queries/old-query.json create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/scripts/amazon-meta-utils.mjs create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/scripts/build-amazon-catalog.mjs create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/scripts/build-preview-catalog.mjs create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/scripts/create-readonly-user.mjs create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/scripts/index-full-catalog.mjs create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/scripts/seed-index.mjs diff --git a/supporting-blog-content/README.md b/supporting-blog-content/README.md index 597b0e596..def7860e8 100644 --- a/supporting-blog-content/README.md +++ b/supporting-blog-content/README.md @@ -7,6 +7,7 @@ This directory contains supporting content for the blog posts on [Elastic.co Blo - [ElasticDocs GPT](./ElasticDocs_GPT/README.md). Combine Elasticsearch with the question answering power of ChatGPT. Use the ChatGPT API with your own UI. See how this was constructed in the associated [blog](https://www.elastic.co/search-labs/chatgpt-elasticsearch-openai-meets-private-data). - [ElasticGPT plugin](./ElasticGPT_Plugin/README.md). Implement a ChatGPT plugin and extend ChatGPT usage to any content indexed into Elasticsearch. This enables you to use the ChatGPT UI. See the associated [blog](https://www.elastic.co/search-labs/chatgpt-elasticsearch-plugin-elastic-data) for more details. - [Homecraft Vertex](./homecraft_vertex/README.md). A Python application designed for Retail industry simulating an e-commerce search bar. It integrates with Google's VertexAI and PALM2 model, BigQuery Datasets and Elastic Vector Search to answer questions around previous orders, suggested products available and company information. +- [Query Results Comparer (Part 1)](./vibe-coding-uis-for-relevance-management-part-1/README.md). Compare two Elasticsearch query strategies side by side using Next.js and Elastic EUI. Companion code for *Vibe Coding UIs for Relevance Management: A Query Results Comparer - Part 1*. Live demo: [query-comparer.searchali.com](https://query-comparer.searchali.com/). ### Notebooks diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/.env.example b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/.env.example new file mode 100644 index 000000000..c207e99cd --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/.env.example @@ -0,0 +1,4 @@ +ELASTICSEARCH_URL= +ELASTICSEARCH_USERNAME= +ELASTICSEARCH_PASSWORD= +ELASTICSEARCH_INDEX=amazon-electronics diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/.eslintrc.json b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/.eslintrc.json new file mode 100644 index 000000000..bffb357a7 --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/.eslintrc.json @@ -0,0 +1,3 @@ +{ + "extends": "next/core-web-vitals" +} diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/.gitignore b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/.gitignore new file mode 100644 index 000000000..58d4cb9b2 --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/.gitignore @@ -0,0 +1,46 @@ +# See https://help.github.com/articles/ignoring-files/ for more about ignoring files. + +# dependencies +/node_modules +/.pnp +.pnp.js +.yarn/install-state.gz + +# testing +/coverage + +# next.js +/.next/ +/out/ + +# production +/build + +# misc +.DS_Store +*.pem +.cache/ + +# large Amazon source files (user-provided) +meta_Electronics.jsonl +meta_*.jsonl +data/raw/*.jsonl +data/sample-products.ndjson +logs/ +*.pid + +# debug +npm-debug.log* +yarn-debug.log* +yarn-error.log* + +# local env files +.env +.env*.local + +# vercel +.vercel + +# typescript +*.tsbuildinfo +next-env.d.ts diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/README.md b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/README.md new file mode 100644 index 000000000..13cec815e --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/README.md @@ -0,0 +1,132 @@ +# SearchAli Query Comparer + +Part 1 companion app for the Search Labs article *Vibe Coding UIs for Relevance Management: A Query Results Comparer*. + +Compare two Elasticsearch query strategies side by side using the same search term, the same dataset, and the same moment. Old Query runs a baseline `multi_match` on name, description, category, and brand. New Query adds `name^2` and `brand^2` field boosts on the same fields. + +**Live demo:** [query-comparer.searchali.com](https://query-comparer.searchali.com/) + +![iphone charger — Old Query vs New Query](public/icons/iphone%20charger.png) + +## Prerequisites + +- Node.js 18+ +- Elasticsearch cluster (Elastic Cloud or self-hosted) +- Amazon Reviews'23 **Electronics item metadata** JSONL (see below) + +## Quick start + +```bash +npm install +cp .env.example .env.local +``` + +Set your Elasticsearch credentials in `.env.local`: + +``` +ELASTICSEARCH_URL=https://your-cluster.es.region.cloud.es.io +ELASTICSEARCH_USERNAME=your_username +ELASTICSEARCH_PASSWORD=your_password +ELASTICSEARCH_INDEX=amazon-electronics +``` + +### 1. Add Amazon metadata + +Download **item metadata** (not reviews) for Electronics from [Amazon Reviews'23](https://amazon-reviews-2023.github.io/): + +- Hugging Face file: `raw/meta_categories/meta_Electronics.jsonl` +- Place it at the project root: `meta_Electronics.jsonl` (or `data/raw/meta_Electronics.jsonl`) + +See [data/raw/README.md](data/raw/README.md). + +### 2. Build the bulk catalog (optional, 10K sample) + +```bash +npm run build:catalog +``` + +Reads the JSONL, keeps products with valid `image_url`, writes `data/sample-products.ndjson` (10,000 docs). This file is gitignored. + +Custom input path: + +```bash +npm run build:catalog -- --input /path/to/meta_Electronics.jsonl +``` + +**Preview only** (10 sample products for UI testing before meta arrives): + +```bash +npm run build:preview +``` + +### 3. Seed Elasticsearch + +**Small sample** (from `data/sample-products.ndjson`): + +```bash +npm run seed:recreate +``` + +**Full catalog** (~1.6M docs, streams from JSONL): + +```bash +npm run index:full +``` + +Both create the `amazon-electronics` index, apply `data/index-mapping.json`, and bulk-index products. + +### 4. Run locally + +```bash +npm run dev +``` + +Open [http://localhost:3000](http://localhost:3000). + +## Walkthrough queries + +Try these demo searches from the article: + +- `iphone charger` — name-focused intent; compare top-rank precision +- `mixer` — ambiguous intent; compare ranking balance across product types + +## Customize queries + +Edit the JSON templates in `queries/`: + +- `queries/old-query.json` — baseline strategy (Old Query) +- `queries/new-query.json` — candidate strategy (New Query) + +Use `{{term}}` as the placeholder for the user's search input. + +## Index mapping + +Fields: `id`, `name` (text), `description`, `category`, `brand`, `image_url` (display only, not indexed). + +See [data/index-mapping.json](data/index-mapping.json). + +## Dataset attribution + +Product data derived from [Amazon Reviews'23](https://amazon-reviews-2023.github.io/) (McAuley Lab), Electronics item metadata. Used for research and demo purposes. + +```bibtex +@article{hou2024bridging, + title={Bridging Language and Items for Retrieval and Recommendation}, + author={Hou, Yupeng and Li, Jiacheng and He, Zhankui and Yan, An and Chen, Xiusi and McAuley, Julian}, + journal={arXiv preprint arXiv:2403.03952}, + year={2024} +} +``` + +## Deploy to Vercel + +1. Push this repo to GitHub +2. Import the project in Vercel +3. Add environment variables from `.env.example` +4. Seed your cluster with `npm run seed:recreate` or `npm run index:full` + +## Article + +Companion code: [github.com/musabdogan/searchali-query-comparer](https://github.com/musabdogan/searchali-query-comparer) + +Musab Dogan · [SearchAli](https://searchali.com) diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/api/compare/route.js b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/api/compare/route.js new file mode 100644 index 000000000..449a0e405 --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/api/compare/route.js @@ -0,0 +1,52 @@ +import { getElasticsearchClient, getIndexName } from '@/lib/elasticsearch'; +import { buildQuery, loadQueryTemplate, sanitizeTerm } from '@/lib/queryProcessor'; +import { prepareCompareResults } from '@/lib/rankDelta'; +import { parseEsTotal } from '@/lib/searchTotals'; + +export async function POST(request) { + try { + const body = await request.json(); + const term = sanitizeTerm(body?.term); + + if (!term) { + return Response.json({ error: 'Search term is required' }, { status: 400 }); + } + + const client = getElasticsearchClient(); + const index = getIndexName(); + const oldTemplate = loadQueryTemplate('old-query.json'); + const newTemplate = loadQueryTemplate('new-query.json'); + const oldBody = buildQuery(oldTemplate, term); + const newBody = buildQuery(newTemplate, term); + + const [oldResponse, newResponse] = await Promise.all([ + client.search({ index, body: oldBody }), + client.search({ index, body: newBody }), + ]); + + const compared = prepareCompareResults( + oldResponse.hits.hits, + newResponse.hits.hits + ); + + return Response.json({ + term, + oldQuery: { + hits: compared.oldQuery.hits, + took: oldResponse.took, + total: parseEsTotal(oldResponse.hits.total), + }, + newQuery: { + hits: compared.newQuery.hits, + took: newResponse.took, + total: parseEsTotal(newResponse.hits.total), + }, + rankMeta: compared.rankMeta, + }); + } catch (error) { + console.error('Compare API error:', error); + const message = error.message || 'Search failed'; + const status = message.includes('required') ? 400 : 500; + return Response.json({ error: message }, { status }); + } +} diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/globals.css b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/globals.css new file mode 100644 index 000000000..427d6b327 --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/globals.css @@ -0,0 +1,883 @@ +:root { + --sa-bg: #f3f4f6; + --sa-surface: #ffffff; + --sa-primary: #1b2554; + --sa-primary-hover: #121e4e; + --sa-accent: #2563eb; + --sa-accent-hover: #1d4ed8; + --sa-text: #152150; + --sa-text-secondary: #374151; + --sa-text-muted: #6b7280; + --sa-border: #e5e7eb; + --sa-border-strong: #d1d5db; + --sa-old: #2563eb; + --sa-new: #059669; + --sa-success: #10b981; + --sa-danger: #ef4444; + --sa-warning-bg: #fef3c7; + --sa-shadow: 0 1px 3px rgba(27, 37, 84, 0.08); + --sa-shadow-md: 0 4px 12px rgba(27, 37, 84, 0.08); + --sa-radius: 10px; + --sa-radius-sm: 8px; + --sa-font-xs: 0.8125rem; + --sa-font-sm: 0.9375rem; + --sa-font-base: 1rem; + --sa-font-md: 1.0625rem; + --sa-font-lg: 1.25rem; + /* UI scale: 1 = 100%, 1.25 = 125%, 1.5 = 150% */ + --sa-ui-scale: 1.25; + --sa-header-scale: 0.75; + --sa-toolbar-scale: 0.96; + --sa-header-logo-height: calc(44px * var(--sa-header-scale)); +} + +* { + box-sizing: border-box; +} + +html, +body { + margin: 0; + padding: 0; + height: 100%; + overflow: hidden; +} + +body { + background: var(--sa-bg); + color: var(--sa-text); + font-family: Inter, 'Segoe UI', system-ui, -apple-system, sans-serif; + font-size: 16px; + line-height: 1.45; + -webkit-font-smoothing: antialiased; +} + +.visually-hidden { + position: absolute; + width: 1px; + height: 1px; + padding: 0; + margin: -1px; + overflow: hidden; + clip: rect(0, 0, 0, 0); + white-space: nowrap; + border: 0; +} + +/* Shell — scaled via --sa-ui-scale (matches browser zoom without Ctrl+/-) */ +.sa-shell { + height: calc(100dvh / var(--sa-ui-scale)); + max-height: calc(100dvh / var(--sa-ui-scale)); + width: calc(100vw / var(--sa-ui-scale)); + max-width: calc(100vw / var(--sa-ui-scale)); + zoom: var(--sa-ui-scale); + overflow: hidden; + display: flex; + flex-direction: column; +} + +.sa-main { + flex: 1; + min-height: 0; + width: 100%; + overflow: hidden; + display: flex; + flex-direction: column; + padding: 4px 8px 4px; +} + +.sa-main__toolbar { + flex-shrink: 0; +} + +.sa-error-inline { + margin: 0 0 4px; + padding: 8px 12px; + background: #fef2f2; + border: 1px solid #fecaca; + border-radius: var(--sa-radius-sm); + font-size: var(--sa-font-sm); + color: #b91c1c; +} + +/* Header */ +.sa-header { + position: sticky; + top: 0; + z-index: 100; + flex-shrink: 0; + background: var(--sa-surface); + border-bottom: 1px solid var(--sa-border); + box-shadow: var(--sa-shadow); +} + +.sa-header__top { + display: grid; + grid-template-columns: minmax(0, 1fr) auto minmax(0, 1fr); + align-items: center; + gap: calc(16px * var(--sa-header-scale)); + min-height: calc(64px * var(--sa-header-scale)); + padding: calc(8px * var(--sa-header-scale)) calc(20px * var(--sa-header-scale)); + border-bottom: 1px solid var(--sa-border); +} + +.sa-header__brand { + display: inline-flex; + align-items: center; + justify-self: start; + text-decoration: none; +} + +.sa-header__brand-logo, +.sa-header__partner-logo { + width: auto; + height: var(--sa-header-logo-height); + display: block; +} + +.sa-header__brand:hover .sa-header__brand-logo { + opacity: 0.9; +} + +.sa-header__title { + margin: 0; + font-size: calc(var(--sa-font-lg) * var(--sa-header-scale)); + font-weight: 700; + color: var(--sa-accent); + text-align: center; + letter-spacing: -0.02em; + white-space: nowrap; +} + +.sa-header__partner { + justify-self: end; + display: flex; + align-items: center; +} + +.sa-header__toolbar { + display: flex; + justify-content: center; + padding: calc(8px * var(--sa-toolbar-scale)) calc(16px * var(--sa-toolbar-scale)) calc(10px * var(--sa-toolbar-scale)); +} + +/* Search */ +.sa-search-row { + display: inline-flex; + align-items: center; + gap: calc(8px * var(--sa-toolbar-scale)); + flex-wrap: nowrap; + width: auto; + max-width: calc(100% - 24px); + padding: calc(8px * var(--sa-toolbar-scale)) calc(10px * var(--sa-toolbar-scale)); + background: var(--sa-surface); + border: 1px solid var(--sa-border); + border-radius: var(--sa-radius); + box-shadow: var(--sa-shadow-md); +} + +.sa-search-row:focus-within { + border-color: var(--sa-border); +} + +.sa-search__field { + display: flex; + align-items: center; + gap: calc(8px * var(--sa-toolbar-scale)); + width: calc(220px * var(--sa-toolbar-scale)); + flex: 0 0 auto; + min-width: 0; + margin: 0; + padding: 0 calc(4px * var(--sa-toolbar-scale)); + border: none; + background: transparent; + outline: none; + box-shadow: none; +} + +.sa-search__field:focus-within { + outline: none; + box-shadow: none; + border: none; +} + +.sa-search__icon { + flex-shrink: 0; + width: calc(18px * var(--sa-toolbar-scale)); + height: calc(18px * var(--sa-toolbar-scale)); + color: var(--sa-text-muted); + pointer-events: none; +} + +.sa-search__input { + flex: 1; + min-width: 0; + width: 100%; + height: calc(34px * var(--sa-toolbar-scale)); + margin: 0; + padding: 0; + border: 0 !important; + background: transparent; + font-size: calc(var(--sa-font-sm) * var(--sa-toolbar-scale)); + color: var(--sa-text); + appearance: none; + -webkit-appearance: none; + box-shadow: none !important; + border-radius: 0; + outline: none !important; + outline-offset: 0; + -webkit-focus-ring-color: transparent; + -webkit-tap-highlight-color: transparent; + field-sizing: fixed; +} + +.sa-search__input:focus, +.sa-search__input:focus-visible, +.sa-search__input:active, +.sa-search__input:-webkit-autofill, +.sa-search__input:-webkit-autofill:focus { + outline: none !important; + outline-width: 0 !important; + box-shadow: none !important; + -webkit-box-shadow: none !important; + border: 0 !important; + background-color: transparent; +} + +.sa-search__input::-webkit-search-decoration, +.sa-search__input::-webkit-search-cancel-button, +.sa-search__input::-webkit-search-results-button, +.sa-search__input::-webkit-search-results-decoration { + -webkit-appearance: none; + appearance: none; + display: none; +} + +.sa-search__input::-ms-clear, +.sa-search__input::-ms-reveal { + display: none; + width: 0; + height: 0; +} + +.sa-search__input::placeholder { + color: #9ca3af; +} + +.sa-btn { + height: calc(34px * var(--sa-toolbar-scale)); + padding: 0 calc(16px * var(--sa-toolbar-scale)); + border-radius: var(--sa-radius-sm); + font-size: calc(var(--sa-font-sm) * var(--sa-toolbar-scale)); + font-weight: 600; + cursor: pointer; + flex-shrink: 0; + white-space: nowrap; + transition: background 0.15s ease, border-color 0.15s ease, color 0.15s ease; +} + +.sa-btn--nav { + display: inline-flex; + align-items: center; + gap: calc(5px * var(--sa-toolbar-scale)); + padding: 0 calc(12px * var(--sa-toolbar-scale)); +} + +.sa-btn--nav svg { + width: calc(14px * var(--sa-toolbar-scale)); + height: calc(14px * var(--sa-toolbar-scale)); +} + +.sa-btn--primary { + border: none; + background: var(--sa-accent); + color: #fff; +} + +.sa-btn--primary:hover:not(:disabled) { + background: var(--sa-accent-hover); +} + +.sa-btn--secondary { + border: 1px solid var(--sa-border-strong); + background: var(--sa-surface); + color: var(--sa-text-secondary); +} + +.sa-btn--secondary:hover:not(:disabled) { + border-color: var(--sa-accent); + color: var(--sa-accent); + background: #eff6ff; +} + +.sa-btn:disabled { + opacity: 0.65; + cursor: wait; +} + +.index-settings-btn { + display: inline-flex; + align-items: center; + justify-content: center; + width: calc(34px * var(--sa-toolbar-scale)); + height: calc(34px * var(--sa-toolbar-scale)); + padding: 0; + border: 1px solid var(--sa-border-strong); + border-radius: var(--sa-radius-sm); + background: var(--sa-surface); + color: var(--sa-text-muted); + cursor: pointer; + flex-shrink: 0; + transition: color 0.15s ease, border-color 0.15s ease, background 0.15s ease; +} + +.index-settings-btn:hover { + color: var(--sa-accent); + border-color: var(--sa-accent); + background: #eff6ff; +} + +.index-settings-btn svg { + width: calc(16px * var(--sa-toolbar-scale)); + height: calc(16px * var(--sa-toolbar-scale)); +} + +.sa-spinner { + display: inline-block; + width: calc(16px * var(--sa-toolbar-scale)); + height: calc(16px * var(--sa-toolbar-scale)); + border: 2px solid rgba(255, 255, 255, 0.35); + border-top-color: #fff; + border-radius: 50%; + animation: sa-spin 0.7s linear infinite; +} + +@keyframes sa-spin { + to { + transform: rotate(360deg); + } +} + +/* Footer */ +.sa-footer { + flex-shrink: 0; + display: flex; + align-items: center; + justify-content: center; + gap: 8px; + min-height: 28px; + padding: 4px 12px; + background: var(--sa-surface); + border-top: 1px solid var(--sa-border); + color: var(--sa-text-muted); + font-size: var(--sa-font-xs); +} + +.sa-footer__sep { + color: var(--sa-border-strong); +} + +/* Compare layout */ +.compare-shell { + flex: 1; + min-height: 0; + width: 100%; + overflow: hidden; + display: flex; + flex-direction: column; +} + +.compare-columns { + flex: 1; + min-height: 0; + height: 100%; + display: grid; + grid-template-columns: minmax(0, 1fr) minmax(0, 1fr); + gap: 8px; + overflow: hidden; +} + +.compare-column { + min-width: 0; + min-height: 0; + height: 100%; + overflow: hidden; + display: flex; + flex-direction: column; +} + +/* Query panels */ +.query-panel { + flex: 1; + height: 100%; + min-height: 0; + display: flex; + flex-direction: column; + overflow: hidden; + background: var(--sa-surface); + border: 1px solid var(--sa-border); + border-radius: var(--sa-radius); + box-shadow: var(--sa-shadow-md); + padding: 8px 10px; +} + +.query-panel--old { + border-top: 3px solid var(--sa-old); +} + +.query-panel--new { + border-top: 3px solid var(--sa-new); +} + +.query-panel__head { + flex-shrink: 0; + margin-bottom: 4px; + padding-bottom: 4px; + border-bottom: 1px solid var(--sa-border); +} + +.query-panel__title-row { + display: flex; + align-items: flex-start; + justify-content: space-between; + gap: 10px; +} + +.query-panel__head-right { + display: flex; + flex-direction: column; + align-items: flex-end; + gap: 4px; + flex-shrink: 0; +} + +.query-panel__stats { + display: flex; + flex-direction: column; + align-items: flex-end; + gap: 2px; +} + +.query-panel__stat { + font-size: var(--sa-font-xs); + color: var(--sa-text-muted); + white-space: nowrap; +} + +.query-panel__stat strong { + color: var(--sa-text-secondary); + font-weight: 600; +} + +.query-panel__title-group { + display: flex; + align-items: center; + gap: 6px; + min-width: 0; +} + +.query-preview-btn { + display: inline-flex; + align-items: center; + justify-content: center; + width: 26px; + height: 26px; + padding: 0; + border: 1px solid var(--sa-border-strong); + border-radius: 6px; + background: var(--sa-bg); + color: var(--sa-text-muted); + cursor: pointer; + flex-shrink: 0; + transition: color 0.15s ease, border-color 0.15s ease, background 0.15s ease; +} + +.query-preview-btn:hover { + color: var(--sa-accent); + border-color: var(--sa-accent); + background: #eff6ff; +} + +.query-preview-modal { + position: fixed; + inset: 0; + z-index: 1000; + display: flex; + align-items: center; + justify-content: center; + padding: 16px; + background: rgba(21, 33, 80, 0.45); +} + +.query-preview-modal__dialog { + width: min(640px, 100%); + max-height: min(80vh, 720px); + display: flex; + flex-direction: column; + background: var(--sa-surface); + border: 1px solid var(--sa-border); + border-radius: var(--sa-radius); + box-shadow: var(--sa-shadow-md); + overflow: hidden; +} + +.query-preview-modal__head { + display: flex; + align-items: flex-start; + justify-content: space-between; + gap: 12px; + padding: 14px 16px; + border-bottom: 1px solid var(--sa-border); +} + +.query-preview-modal__head h3 { + margin: 0; + font-size: 1rem; + font-weight: 700; + color: var(--sa-text); +} + +.query-preview-modal__file { + margin: 4px 0 0; + font-size: 0.75rem; + color: var(--sa-text-muted); + font-family: ui-monospace, SFMono-Regular, Menlo, Monaco, Consolas, monospace; +} + +.query-preview-modal__close { + border: none; + background: transparent; + color: var(--sa-text-muted); + font-size: 1.5rem; + line-height: 1; + cursor: pointer; + padding: 0 4px; +} + +.query-preview-modal__close:hover { + color: var(--sa-text); +} + +.query-preview-modal__tabs { + display: flex; + gap: 6px; + padding: 10px 16px 0; +} + +.query-preview-modal__tab { + border: 1px solid var(--sa-border); + border-bottom: none; + border-radius: 6px 6px 0 0; + background: var(--sa-bg); + color: var(--sa-text-muted); + font-size: 0.75rem; + font-weight: 600; + padding: 6px 10px; + cursor: pointer; +} + +.query-preview-modal__tab.is-active { + background: var(--sa-surface); + color: var(--sa-accent); + border-color: var(--sa-border-strong); +} + +.query-preview-modal__code { + margin: 0; + padding: 14px 16px 16px; + overflow: auto; + flex: 1; + min-height: 0; + background: #f8fafc; + border-top: 1px solid var(--sa-border); + font-size: 0.75rem; + line-height: 1.5; + color: var(--sa-text-secondary); +} + +.query-preview-modal__code code { + font-family: ui-monospace, SFMono-Regular, Menlo, Monaco, Consolas, monospace; + white-space: pre; +} + +/* Product detail modal */ +.product-detail-modal__dialog { + width: min(760px, 100%); + max-height: min(85vh, 800px); +} + +.product-detail-modal__body { + padding: 16px; + overflow: auto; + flex: 1; + min-height: 0; +} + +.product-detail-modal__hero { + display: flex; + align-items: flex-start; + gap: 16px; + margin-bottom: 16px; + padding-bottom: 16px; + border-bottom: 1px solid var(--sa-border); +} + +.product-detail-modal__image { + width: 120px; + height: 120px; + object-fit: contain; + border-radius: var(--sa-radius-sm); + border: 1px solid var(--sa-border); + background: #fff; + flex-shrink: 0; +} + +.product-detail-modal__image--placeholder { + background: var(--sa-bg); +} + +.product-detail-modal__fields { + display: grid; + gap: 12px; + margin: 0; +} + +.product-detail-modal__fields--all { + margin-top: 4px; +} + +.product-detail-modal__field dt { + margin: 0; + font-size: var(--sa-font-xs); + font-weight: 600; + color: var(--sa-text-muted); + text-transform: uppercase; + letter-spacing: 0.04em; +} + +.product-detail-modal__field dd { + margin: 4px 0 0; + font-size: var(--sa-font-sm); + color: var(--sa-text); + line-height: 1.45; + word-break: break-word; +} + +.product-detail-modal__link { + color: var(--sa-accent); + text-decoration: none; +} + +.product-detail-modal__link:hover { + text-decoration: underline; +} + +.query-panel__head h2 { + margin: 0; + font-size: var(--sa-font-md); + font-weight: 700; + color: var(--sa-text); +} + +.query-panel__results { + flex: 1; + min-height: 0; + overflow: hidden; + display: flex; + flex-direction: column; +} + +.query-panel__results--filled { + display: grid; + grid-template-columns: minmax(0, 1fr) minmax(0, 1fr); + gap: 6px; + min-height: 0; + flex: 1; +} + +.query-panel__results-col { + display: grid; + grid-template-rows: repeat(5, minmax(0, 1fr)); + gap: 5px; + min-height: 0; + height: 100%; +} + +.query-panel__result-row { + min-height: 0; + overflow: hidden; +} + +.query-panel__centered { + flex: 1; + min-height: 0; + display: flex; + align-items: center; + justify-content: center; +} + +.query-panel__placeholder { + color: var(--sa-text-muted); + font-size: var(--sa-font-base); +} + +.query-panel__placeholder p { + margin: 0; +} + +/* Result cards */ +.result-card { + height: 100%; + display: flex; + align-items: center; + gap: 10px; + padding: 10px 12px; + background: var(--sa-surface); + border: 1px solid var(--sa-border); + border-radius: var(--sa-radius-sm); + overflow: hidden; + box-shadow: var(--sa-shadow); + transition: border-color 0.15s ease, box-shadow 0.15s ease; +} + +.result-card:hover { + border-color: var(--sa-border-strong); + box-shadow: 0 2px 6px rgba(27, 37, 84, 0.1); +} + +.result-card--clickable { + cursor: pointer; +} + +.result-card--clickable:hover { + border-color: var(--sa-accent); + box-shadow: 0 2px 8px rgba(37, 99, 235, 0.12); +} + +.result-card--clickable:focus-visible { + outline: 2px solid var(--sa-accent); + outline-offset: 2px; +} + +.result-card__image { + width: 56px; + height: 56px; + object-fit: contain; + border-radius: 4px; + background: #fff; + border: 1px solid var(--sa-border); + flex-shrink: 0; +} + +.result-card__image--placeholder { + background: var(--sa-bg); +} + +.result-card__content { + flex: 1; + min-width: 0; + min-height: 0; + overflow: hidden; + display: flex; + flex-direction: column; + justify-content: center; + gap: 2px; +} + +.result-card__rank-line { + display: flex; + align-items: center; + flex-wrap: wrap; + gap: 6px; + margin: 0; + font-size: var(--sa-font-xs); + color: var(--sa-text-muted); + line-height: 1.35; +} + +.result-card__rank { + font-weight: 600; + color: #64748b; +} + +.result-card__title { + margin: 0; + font-size: var(--sa-font-sm); + font-weight: 700; + color: var(--sa-text); + line-height: 1.35; + display: -webkit-box; + -webkit-line-clamp: 2; + -webkit-box-orient: vertical; + overflow: hidden; +} + +.result-card__sub { + margin: 0; + font-size: var(--sa-font-xs); + color: #475569; + line-height: 1.35; + white-space: nowrap; + overflow: hidden; + text-overflow: ellipsis; +} + +.result-card__sub + .result-card__sub { + margin-top: 0; +} + +.result-badge { + display: inline-block; + font-size: var(--sa-font-xs); + font-weight: 700; + padding: 3px 8px; + border-radius: 999px; + white-space: nowrap; +} + +.result-badge--new { + background: #ecfdf5; + color: #047857; +} + +.result-badge--up { + background: #ecfdf5; + color: #047857; +} + +.result-badge--down { + background: #fef2f2; + color: #b91c1c; +} + +.result-badge--same { + color: var(--sa-text-muted); + font-weight: 500; + padding: 0; +} + +@media (max-width: 1100px) { + .sa-btn--nav .sa-btn__label { + display: none; + } +} + +@media (max-width: 900px) { + .sa-header__top { + grid-template-columns: 1fr; + text-align: center; + gap: 8px; + min-height: auto; + padding: 10px 16px; + } + + .sa-header__brand, + .sa-header__partner { + justify-self: center; + } + + .sa-header__title { + font-size: var(--sa-font-md); + white-space: normal; + } +} diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/layout.js b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/layout.js new file mode 100644 index 000000000..404b4349e --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/layout.js @@ -0,0 +1,21 @@ +import './globals.css'; +import Providers from './providers'; + +export const metadata = { + title: 'SearchAli Query Comparer', + description: 'Compare Elasticsearch query strategies side by side for relevance tuning', + icons: { + icon: '/icons/searchali_logo_1.png', + apple: '/icons/searchali_logo_1.png', + }, +}; + +export default function RootLayout({ children }) { + return ( + + + {children} + + + ); +} diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/page.jsx b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/page.jsx new file mode 100644 index 000000000..8bacc1d03 --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/page.jsx @@ -0,0 +1,136 @@ +'use client'; + +import { useState, useCallback, useMemo } from 'react'; +import SiteHeader from '@/components/SiteHeader'; +import SiteFooter from '@/components/SiteFooter'; +import QueryPanel, { PAGE_SIZE } from '@/components/QueryPanel'; +import CompareColumns from '@/components/CompareColumns'; +import { pickRandomSearchTerm } from '@/data/popular-search-terms'; + +export default function HomePage() { + const [term, setTerm] = useState(''); + const [isLoading, setIsLoading] = useState(false); + const [hasSearched, setHasSearched] = useState(false); + const [error, setError] = useState(null); + const [oldHits, setOldHits] = useState([]); + const [newHits, setNewHits] = useState([]); + const [oldTook, setOldTook] = useState(null); + const [newTook, setNewTook] = useState(null); + const [oldTotal, setOldTotal] = useState(null); + const [newTotal, setNewTotal] = useState(null); + const [resultsPage, setResultsPage] = useState(1); + + const totalPages = useMemo(() => { + const maxHits = Math.max(oldHits.length, newHits.length); + return Math.ceil(maxHits / PAGE_SIZE) || 1; + }, [oldHits.length, newHits.length]); + + const runSearchWithTerm = useCallback(async (searchTerm) => { + const query = searchTerm.trim(); + if (!query) { + setError('Enter a search term.'); + return; + } + + setTerm(query); + setIsLoading(true); + setError(null); + setResultsPage(1); + + try { + const response = await fetch('/api/compare', { + method: 'POST', + headers: { 'Content-Type': 'application/json' }, + body: JSON.stringify({ term: query }), + }); + + const data = await response.json(); + if (!response.ok) { + throw new Error(data.error || 'Search failed'); + } + + setOldHits(data.oldQuery.hits); + setNewHits(data.newQuery.hits); + setOldTook(data.oldQuery.took); + setNewTook(data.newQuery.took); + setOldTotal(data.oldQuery.total ?? null); + setNewTotal(data.newQuery.total ?? null); + setHasSearched(true); + } catch (err) { + setError(err.message); + setOldHits([]); + setNewHits([]); + setOldTotal(null); + setNewTotal(null); + setHasSearched(false); + } finally { + setIsLoading(false); + } + }, []); + + const runSearch = useCallback(() => { + runSearchWithTerm(term); + }, [term, runSearchWithTerm]); + + const runRandomSearch = useCallback(() => { + runSearchWithTerm(pickRandomSearchTerm()); + }, [runSearchWithTerm]); + + const goToPreviousPage = useCallback(() => { + setResultsPage((page) => Math.max(1, page - 1)); + }, []); + + const goToNextPage = useCallback(() => { + setResultsPage((page) => Math.min(totalPages, page + 1)); + }, [totalPages]); + + return ( +
+ 1} + isFirstPage={resultsPage <= 1} + isLastPage={resultsPage >= totalPages} + /> + +
+ {error && ( +

{error}

+ )} + + + } + newPanel={ + + } + /> +
+ + +
+ ); +} diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/providers.jsx b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/providers.jsx new file mode 100644 index 000000000..615690a68 --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/providers.jsx @@ -0,0 +1,7 @@ +'use client'; + +import { EuiProvider } from '@elastic/eui'; + +export default function Providers({ children }) { + return {children}; +} diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/CompareColumns.jsx b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/CompareColumns.jsx new file mode 100644 index 000000000..12ea59507 --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/CompareColumns.jsx @@ -0,0 +1,15 @@ +'use client'; + +export default function CompareColumns({ + oldPanel, + newPanel, +}) { + return ( +
+
+
{oldPanel}
+
{newPanel}
+
+
+ ); +} diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/IndexSettingsButton.jsx b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/IndexSettingsButton.jsx new file mode 100644 index 000000000..808cf7b1f --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/IndexSettingsButton.jsx @@ -0,0 +1,110 @@ +'use client'; + +import { useState, useCallback, useEffect } from 'react'; +import indexDefinition from '@/data/index-mapping.json'; + +const INDEX_NAME = process.env.NEXT_PUBLIC_ELASTICSEARCH_INDEX || 'amazon-electronics'; +const MAPPING_FILE = 'data/index-mapping.json'; + +const TABS = { + settings: { + label: 'Settings', + content: indexDefinition.settings, + }, + mappings: { + label: 'Mappings', + content: indexDefinition.mappings, + }, +}; + +export default function IndexSettingsButton() { + const [open, setOpen] = useState(false); + const [activeTab, setActiveTab] = useState('settings'); + + const close = useCallback(() => { + setOpen(false); + setActiveTab('settings'); + }, []); + + useEffect(() => { + if (!open) { + return undefined; + } + + const onKeyDown = (event) => { + if (event.key === 'Escape') { + close(); + } + }; + + window.addEventListener('keydown', onKeyDown); + return () => window.removeEventListener('keydown', onKeyDown); + }, [open, close]); + + const tab = TABS[activeTab] || TABS.settings; + + return ( + <> + + + {open && ( +
+
e.stopPropagation()} + > +
+
+

Index configuration

+

+ {INDEX_NAME} · {MAPPING_FILE} +

+
+ +
+ +
+ {Object.entries(TABS).map(([key, { label }]) => ( + + ))} +
+ + 
+              {JSON.stringify(tab.content, null, 2)}
+
+
+
+ )} + + ); +} diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/ProductDetailModal.jsx b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/ProductDetailModal.jsx new file mode 100644 index 000000000..1dfd552c5 --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/ProductDetailModal.jsx @@ -0,0 +1,162 @@ +'use client'; + +import { useCallback, useEffect } from 'react'; + +const FIELD_LABELS = { + id: 'Product ID', + name: 'Name', + description: 'Description', + category: 'Category', + brand: 'Brand', + image_url: 'Image URL', +}; + +const SEARCH_META_KEYS = new Set(['rank', 'score', 'delta', 'isNew']); + +function labelForField(key) { + return FIELD_LABELS[key] || key.replace(/_/g, ' ').replace(/\b\w/g, (c) => c.toUpperCase()); +} + +function formatFieldValue(key, value) { + if (value == null || value === '') { + return null; + } + + if (key === 'image_url') { + return ( + + {value} + + ); + } + + if (typeof value === 'number' && key === 'score') { + return value.toFixed(2); + } + + return String(value); +} + +function formatRankChange(hit) { + if (hit.isNew) { + return 'New in this query'; + } + + if (!hit.delta) { + return '—'; + } + + if (hit.delta.direction === 'same') { + return 'Rank unchanged'; + } + + return hit.delta.label; +} + +function getProductFields(hit) { + return Object.entries(hit) + .filter(([key, value]) => !SEARCH_META_KEYS.has(key) && value != null && value !== '') + .sort(([a], [b]) => { + const order = ['id', 'name', 'category', 'brand', 'description', 'image_url']; + const ai = order.indexOf(a); + const bi = order.indexOf(b); + return (ai === -1 ? 999 : ai) - (bi === -1 ? 999 : bi); + }); +} + +function ProductImage({ imageUrl, name }) { + if (!imageUrl) { + return
; + } + + return ( + // eslint-disable-next-line @next/next/no-img-element -- external Amazon CDN URLs + {name} + ); +} + +export default function ProductDetailModal({ hit, onClose }) { + const close = useCallback(() => { + onClose(); + }, [onClose]); + + useEffect(() => { + const onKeyDown = (event) => { + if (event.key === 'Escape') { + close(); + } + }; + + window.addEventListener('keydown', onKeyDown); + return () => window.removeEventListener('keydown', onKeyDown); + }, [close]); + + if (!hit) { + return null; + } + + const productFields = getProductFields(hit); + + return ( +
+
e.stopPropagation()} + > +
+
+

{hit.name || 'Product details'}

+ {hit.id &&

{hit.id}

} +
+ +
+ +
+
+ +
+
+
Rank
+
#{hit.rank}
+
+
+
Relevance score
+
{hit.score?.toFixed(2)}
+
+
+
Rank change
+
{formatRankChange(hit)}
+
+
+
+ +
+ {productFields.map(([key, value]) => { + const formatted = formatFieldValue(key, value); + if (formatted == null) { + return null; + } + + return ( +
+
{labelForField(key)}
+
{formatted}
+
+ ); + })} +
+
+
+
+ ); +} diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/QueryPanel.jsx b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/QueryPanel.jsx new file mode 100644 index 000000000..847b730fb --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/QueryPanel.jsx @@ -0,0 +1,98 @@ +'use client'; + +import { EuiLoadingSpinner } from '@elastic/eui'; +import ResultCard from './ResultCard'; +import QueryPreviewButton from './QueryPreviewButton'; +import { formatEsTotal } from '@/lib/searchTotals'; + +export const PAGE_SIZE = 10; +const COL_SIZE = 5; + +const VARIANTS = { + old: { + label: 'Old Query', + accentClass: 'query-panel--old', + }, + new: { + label: 'New Query', + accentClass: 'query-panel--new', + }, +}; + +export default function QueryPanel({ + variant = 'old', + title, + hits, + total, + took, + page, + isLoading, + hasSearched, +}) { + const config = VARIANTS[variant] || VARIANTS.old; + const panelTitle = title || config.label; + const resultTotalLabel = total != null ? formatEsTotal(total) : null; + const pageHits = hits.slice((page - 1) * PAGE_SIZE, page * PAGE_SIZE); + const leftHits = pageHits.slice(0, COL_SIZE); + const rightHits = pageHits.slice(COL_SIZE, PAGE_SIZE); + + return ( +
+
+
+
+

{panelTitle}

+ +
+
+ {took != null && resultTotalLabel != null && ( +
+ + Total Results: {resultTotalLabel} + + + Query Time: {took}ms + +
+ )} +
+
+
+ +
0 ? ' query-panel__results--filled' : ''}`} + > + {isLoading ? ( +
+ +
+ ) : !hasSearched ? ( +
+

Enter a search term above

+
+ ) : pageHits.length === 0 ? ( +
+

No results in top 100

+
+ ) : ( + <> +
+ {leftHits.map((hit) => ( +
+ +
+ ))} +
+
+ {rightHits.map((hit) => ( +
+ +
+ ))} +
+ + )} +
+
+ ); +} diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/QueryPreviewButton.jsx b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/QueryPreviewButton.jsx new file mode 100644 index 000000000..b4929e508 --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/QueryPreviewButton.jsx @@ -0,0 +1,92 @@ +'use client'; + +import { useState, useCallback, useEffect } from 'react'; +import oldQueryTemplate from '@/queries/old-query.json'; +import newQueryTemplate from '@/queries/new-query.json'; + +const TEMPLATES = { + old: { + label: 'Old Query', + filename: 'queries/old-query.json', + template: oldQueryTemplate, + }, + new: { + label: 'New Query', + filename: 'queries/new-query.json', + template: newQueryTemplate, + }, +}; + +export default function QueryPreviewButton({ variant }) { + const [open, setOpen] = useState(false); + const config = TEMPLATES[variant] || TEMPLATES.old; + + const close = useCallback(() => { + setOpen(false); + }, []); + + useEffect(() => { + if (!open) { + return undefined; + } + + const onKeyDown = (event) => { + if (event.key === 'Escape') { + close(); + } + }; + + window.addEventListener('keydown', onKeyDown); + return () => window.removeEventListener('keydown', onKeyDown); + }, [open, close]); + + return ( + <> + + + {open && ( +
+
e.stopPropagation()} + > +
+
+

{config.label}

+

{config.filename}

+
+ +
+ + 
+              {JSON.stringify(config.template, null, 2)}
+
+
+
+ )} + + ); +} diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/ResultCard.jsx b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/ResultCard.jsx new file mode 100644 index 000000000..ef69875e6 --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/ResultCard.jsx @@ -0,0 +1,81 @@ +'use client'; + +import { useState } from 'react'; +import ProductDetailModal from './ProductDetailModal'; + +function DeltaBadge({ delta, isNew }) { + if (isNew) { + return New; + } + + if (!delta) { + return null; + } + + if (delta.direction === 'same') { + return Rank unchanged; + } + + const className = delta.direction === 'up' + ? 'result-badge result-badge--up' + : 'result-badge result-badge--down'; + + return {delta.label}; +} + +function ProductImage({ imageUrl, name }) { + const [hasError, setHasError] = useState(false); + + if (!imageUrl || hasError) { + return
; + } + + return ( + // eslint-disable-next-line @next/next/no-img-element -- external Amazon CDN URLs + {name} setHasError(true)} + className="result-card__image" + /> + ); +} + +export default function ResultCard({ hit }) { + const [detailOpen, setDetailOpen] = useState(false); + + const openDetails = () => setDetailOpen(true); + const closeDetails = () => setDetailOpen(false); + + return ( + <> +
{ + if (event.key === 'Enter' || event.key === ' ') { + event.preventDefault(); + openDetails(); + } + }} + > + +
+

+ #{hit.rank}: + +

+

{hit.name}

+

{hit.category} · {hit.brand}

+

score {hit.score.toFixed(2)}

+
+
+ + {detailOpen && } + + ); +} diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/SearchBar.jsx b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/SearchBar.jsx new file mode 100644 index 000000000..870bff14e --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/SearchBar.jsx @@ -0,0 +1,93 @@ +'use client'; + +import IndexSettingsButton from './IndexSettingsButton'; + +export default function SearchBar({ + value, + onChange, + onSearch, + onRandom, + onPreviousPage, + onNextPage, + isLoading, + canPaginate = false, + isFirstPage = true, + isLastPage = true, +}) { + return ( +
+
+ + onChange(e.target.value)} + onKeyDown={(e) => { + if (e.key === 'Enter') { + onSearch(); + } + }} + aria-label="Search term" + disabled={isLoading} + autoComplete="off" + autoCorrect="off" + autoCapitalize="off" + spellCheck={false} + data-1p-ignore + data-lpignore="true" + /> +
+ + + + + + + + + + +
+ ); +} diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/SiteFooter.jsx b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/SiteFooter.jsx new file mode 100644 index 000000000..1fe105154 --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/SiteFooter.jsx @@ -0,0 +1,11 @@ +'use client'; + +export default function SiteFooter() { + return ( +
+ SearchAli Query Comparer + · + Elasticsearch relevance tuning demo +
+ ); +} diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/SiteHeader.jsx b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/SiteHeader.jsx new file mode 100644 index 000000000..032a08081 --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/SiteHeader.jsx @@ -0,0 +1,67 @@ +'use client'; + +import Image from 'next/image'; +import SearchBar from './SearchBar'; + +export default function SiteHeader({ + value, + onChange, + onSearch, + onRandom, + onPreviousPage, + onNextPage, + isLoading, + canPaginate, + isFirstPage, + isLastPage, +}) { + return ( +
+
+ + searchali.com + + +

Elasticsearch Query Comparer

+ +
+ Elastic Partner +
+
+ +
+ +
+
+ ); +} diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/data/index-mapping.json b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/data/index-mapping.json new file mode 100644 index 000000000..cb9a0279a --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/data/index-mapping.json @@ -0,0 +1,29 @@ +{ + "settings": { + "number_of_shards": 1, + "number_of_replicas": 0 + }, + "mappings": { + "dynamic": "strict", + "properties": { + "id": { "type": "keyword" }, + "name": { + "type": "text", + "analyzer": "english", + "fields": { + "keyword": { + "type": "keyword", + "ignore_above": 256 + } + } + }, + "description": { + "type": "text", + "analyzer": "english" + }, + "category": { "type": "keyword" }, + "brand": { "type": "keyword" }, + "image_url": { "type": "keyword", "index": false } + } + } +} diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/data/popular-search-terms.js b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/data/popular-search-terms.js new file mode 100644 index 000000000..999008843 --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/data/popular-search-terms.js @@ -0,0 +1,108 @@ +/** Top 100 popular electronics search terms (single- and multi-word). */ +export const POPULAR_SEARCH_TERMS = [ + 'laptop', + 'wireless earbuds', + 'iphone charger', + 'tv', + 'headphones', + 'gaming mouse', + 'mechanical keyboard', + 'usb c cable', + 'power bank', + 'bluetooth speaker', + 'smart watch', + 'tablet', + 'monitor', + 'webcam', + 'router', + 'ssd', + 'graphics card', + 'gaming chair', + 'airpods', + 'iphone case', + 'samsung galaxy', + 'macbook', + 'kindle', + 'echo dot', + 'fire stick', + 'ring doorbell', + 'security camera', + 'smart tv', + '4k tv', + 'oled tv', + 'soundbar', + 'microphone', + 'streaming camera', + 'hdmi cable', + 'ethernet cable', + 'wifi extender', + 'mesh wifi', + 'nvme ssd', + 'external hard drive', + 'ram ddr5', + 'cpu cooler', + 'pc case', + 'power supply', + 'motherboard', + 'gaming headset', + 'xbox controller', + 'ps5 controller', + 'nintendo switch', + 'vr headset', + 'drone', + 'gopro', + 'camera lens', + 'tripod', + 'ring light', + 'portable monitor', + 'docking station', + 'usb hub', + 'laptop stand', + 'wireless charger', + 'car charger', + 'fast charger', + 'surge protector', + 'uninterruptible power supply', + 'smart plug', + 'smart bulb', + 'robot vacuum', + 'air purifier', + 'portable projector', + 'blu ray player', + 'record player', + 'turntable', + 'electric shaver', + 'hair dryer', + 'electric toothbrush', + 'fitness tracker', + 'blood pressure monitor', + 'digital scale', + 'baby monitor', + 'gps tracker', + 'dash cam', + 'car stereo', + 'backup camera', + 'wireless mouse', + 'trackpad', + 'drawing tablet', + 'label printer', + 'document scanner', + 'noise cancelling headphones', + 'open ear headphones', + 'portable bluetooth speaker', + 'smart home hub', + 'video doorbell', + 'motion sensor', + 'smart thermostat', + 'gaming laptop', + 'chromebook', + 'mini pc', + 'raspberry pi', + 'arduino kit', + 'soldering iron', +]; + +export function pickRandomSearchTerm() { + const index = Math.floor(Math.random() * POPULAR_SEARCH_TERMS.length); + return POPULAR_SEARCH_TERMS[index]; +} diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/data/raw/README.md b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/data/raw/README.md new file mode 100644 index 000000000..05571df5e --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/data/raw/README.md @@ -0,0 +1,29 @@ +# Raw Amazon metadata + +Place the Amazon Reviews'23 **Electronics item metadata** JSONL here: + +``` +meta_Electronics.jsonl +``` + +You can also place the same file at the project root (`./meta_Electronics.jsonl`). + +Expected Hugging Face path: + +`McAuley-Lab/Amazon-Reviews-2023` → `raw/meta_categories/meta_Electronics.jsonl` + +Then build the bulk catalog: + +```bash +npm run build:catalog +``` + +This writes `data/sample-products.ndjson` (10,000 products with `image_url`). Generated files are gitignored. + +For the full dataset (~1.6M docs), index directly from JSONL: + +```bash +npm run index:full +``` + +Large source files are gitignored. diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/jsconfig.json b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/jsconfig.json new file mode 100644 index 000000000..2a2e4b3bf --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/jsconfig.json @@ -0,0 +1,7 @@ +{ + "compilerOptions": { + "paths": { + "@/*": ["./*"] + } + } +} diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/lib/elasticsearch.js b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/lib/elasticsearch.js new file mode 100644 index 000000000..8d1632027 --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/lib/elasticsearch.js @@ -0,0 +1,28 @@ +import { Client } from '@elastic/elasticsearch'; + +let client; + +export function getElasticsearchClient() { + if (client) { + return client; + } + + const node = process.env.ELASTICSEARCH_URL; + const username = process.env.ELASTICSEARCH_USERNAME; + const password = process.env.ELASTICSEARCH_PASSWORD; + + if (!node || !username || !password) { + throw new Error('Elasticsearch environment variables are not configured'); + } + + client = new Client({ + node, + auth: { username, password }, + }); + + return client; +} + +export function getIndexName() { + return process.env.ELASTICSEARCH_INDEX || 'amazon-electronics'; +} diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/lib/queryProcessor.js b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/lib/queryProcessor.js new file mode 100644 index 000000000..c77373159 --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/lib/queryProcessor.js @@ -0,0 +1,34 @@ +import { readFileSync } from 'fs'; +import path from 'path'; + +const MAX_TERM_LENGTH = 200; + +export function sanitizeTerm(term) { + if (typeof term !== 'string') { + return null; + } + + const trimmed = term.trim(); + if (!trimmed) { + return null; + } + + return trimmed.slice(0, MAX_TERM_LENGTH); +} + +export function loadQueryTemplate(filename) { + const filePath = path.join(process.cwd(), 'queries', filename); + const raw = readFileSync(filePath, 'utf8'); + return JSON.parse(raw); +} + +export function buildQuery(template, term) { + const safeTerm = sanitizeTerm(term); + if (!safeTerm) { + throw new Error('Search term is required'); + } + + const json = JSON.stringify(template).replaceAll('{{term}}', safeTerm.replace(/\\/g, '\\\\').replace(/"/g, '\\"')); + const query = JSON.parse(json); + return { ...query, track_total_hits: true }; +} diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/lib/rankDelta.js b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/lib/rankDelta.js new file mode 100644 index 000000000..287863a77 --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/lib/rankDelta.js @@ -0,0 +1,77 @@ +export function buildRankMap(hits) { + const rankById = {}; + + hits.forEach((hit, index) => { + const id = hit.id || hit._source?.id; + if (id) { + rankById[id] = index + 1; + } + }); + + return rankById; +} + +export function formatHit(hit) { + const source = hit._source || {}; + + return { + ...source, + id: source.id || hit._id, + name: source.name || '', + description: source.description || '', + category: source.category || '', + brand: source.brand || '', + image_url: source.image_url || '', + score: hit._score ?? 0, + }; +} + +export function computeDelta(currentRank, otherRank) { + if (otherRank == null) { + return null; + } + + const delta = otherRank - currentRank; + if (delta === 0) { + return { direction: 'same', value: 0, label: '—' }; + } + + if (delta > 0) { + return { direction: 'up', value: delta, label: `↑${delta}` }; + } + + return { direction: 'down', value: Math.abs(delta), label: `↓${Math.abs(delta)}` }; +} + +export function enrichHits(hits, thisRankById, otherRankById, panel) { + return hits.map((hit) => { + const id = hit.id; + const currentRank = thisRankById[id]; + const otherRank = otherRankById[id]; + const isNew = panel === 'new' && currentRank != null && otherRank == null; + + return { + ...hit, + rank: currentRank, + delta: computeDelta(currentRank, otherRank), + isNew, + }; + }); +} + +export function prepareCompareResults(oldHits, newHits) { + const oldFormatted = oldHits.map(formatHit); + const newFormatted = newHits.map(formatHit); + const oldRankById = buildRankMap(oldFormatted); + const newRankById = buildRankMap(newFormatted); + + return { + oldQuery: { + hits: enrichHits(oldFormatted, oldRankById, newRankById, 'old'), + }, + newQuery: { + hits: enrichHits(newFormatted, newRankById, oldRankById, 'new'), + }, + rankMeta: { oldRankById, newRankById }, + }; +} diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/lib/searchTotals.js b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/lib/searchTotals.js new file mode 100644 index 000000000..998119eb4 --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/lib/searchTotals.js @@ -0,0 +1,20 @@ +export function parseEsTotal(total) { + if (total == null) { + return { value: 0, relation: 'eq' }; + } + + if (typeof total === 'number') { + return { value: total, relation: 'eq' }; + } + + return { + value: total.value ?? 0, + relation: total.relation ?? 'eq', + }; +} + +export function formatEsTotal(total) { + const { value, relation } = parseEsTotal(total); + const formatted = Number(value).toLocaleString(); + return relation === 'gte' ? `${formatted}+` : formatted; +} diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/next.config.mjs b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/next.config.mjs new file mode 100644 index 000000000..15c477f19 --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/next.config.mjs @@ -0,0 +1,6 @@ +/** @type {import('next').NextConfig} */ +const nextConfig = { + transpilePackages: ['@elastic/eui'], +}; + +export default nextConfig; diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/package-lock.json b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/package-lock.json new file mode 100644 index 000000000..c1b977bb9 --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/package-lock.json @@ -0,0 +1,7542 @@ +{ + "name": "searchali-query-comparer", + "version": "0.1.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "searchali-query-comparer", + "version": "0.1.0", + "dependencies": { + "@elastic/elasticsearch": "^9.4.2", + "@elastic/eui": "^116.4.0", + "@emotion/css": "^11.13.5", + "@emotion/react": "^11.14.0", + "moment": "^2.30.1", + "next": "14.2.35", + "react": "^18", + "react-dom": "^18" + }, + "devDependencies": { + "eslint": "^8", + "eslint-config-next": "14.2.35" + } + }, + "node_modules/@babel/code-frame": { + "version": "7.29.7", + "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.29.7.tgz", + "integrity": "sha512-Aup7aUOfpbAUg2ROOJN6Iw5f9DMBlzu0mIkm/malLQFN/YQgO48wCj0Kxa3sEHJvPVFg7siR+qRInwXd2qhQKw==", + "license": "MIT", + "dependencies": { + "@babel/helper-validator-identifier": "^7.29.7", + "js-tokens": "^4.0.0", 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z#L(Yvu;a=c=3$S!r}ewqJH|wIo}puU=&bTkSL-}F2Lq^v1pomZG3hVl1Wmqsz;eTP zX#(7yzEwq`hqGzem{=mKs3Mxe(!0a{AX4KmyvOqiNF`rI;V)4aVn7Av)OddGwB7tPSgAtMq}l^a zMP;7s#W3>qEjQKVq!PPE$-DcRqYhb!liSZC%6u@@uzx3uPftDDz14}Aqj1Xu6)13EMnSh6RycVj2I{n+`%gr@T($t8m>euLw> zwA$=+^7kL_7?O46_sF;9ex-U11onu(_%h4~#C1H0mSapjEv29FhJX_{vrX5A-!92PlWp z&E?N|JG-h~ftXHkWDbIAcLLi6)%HY#2qS;33^u;&=&E9s6YI?N%V)4gQ|5Xz8b={> z19HR@N{c&N&H-TgdnP{YLGM2eCX@+_{x)htpmdFiPsHHE`r@C$`$OJfJpo$3C+QN4 z?q7v#Xt!80r_l zv~A9PBKZH+If&Tih 0) { + return row.categories[row.categories.length - 1]; + } + + if (row.main_category) { + return row.main_category.replace(/_/g, ' '); + } + + return 'Electronics'; +} + +export function parseDescription(row) { + const parts = []; + + if (Array.isArray(row.description)) { + parts.push(...row.description.filter(Boolean)); + } else if (typeof row.description === 'string' && row.description) { + parts.push(row.description); + } + + if (Array.isArray(row.features)) { + parts.push(...row.features.filter(Boolean)); + } + + const text = parts.join(' ').trim(); + return text || row.title || ''; +} + +export function mapAmazonRow(row) { + const imageUrl = extractImageUrl(row.images); + if (!row.parent_asin || !row.title || !imageUrl) { + return null; + } + + return { + id: row.parent_asin, + name: row.title.trim(), + description: parseDescription(row), + category: parseCategory(row), + brand: parseBrand(row), + image_url: imageUrl, + }; +} + +export function writeNdjsonLine(stream, index, product) { + stream.write(`${JSON.stringify({ index: { _index: index, _id: product.id } })}\n`); + stream.write(`${JSON.stringify(product)}\n`); +} diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/scripts/build-amazon-catalog.mjs b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/scripts/build-amazon-catalog.mjs new file mode 100644 index 000000000..c71b1e584 --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/scripts/build-amazon-catalog.mjs @@ -0,0 +1,132 @@ +import { createReadStream, createWriteStream, existsSync } from 'fs'; +import { createInterface } from 'readline'; +import { fileURLToPath } from 'url'; +import path from 'path'; +import { + INDEX_NAME, + TARGET_COUNT, + mapAmazonRow, + writeNdjsonLine, +} from './amazon-meta-utils.mjs'; + +const __dirname = path.dirname(fileURLToPath(import.meta.url)); +const ROOT = path.join(__dirname, '..'); + +const args = process.argv.slice(2); +const inputArgIndex = args.indexOf('--input'); +const inputPath = inputArgIndex >= 0 + ? args[inputArgIndex + 1] + : path.join(ROOT, 'meta_Electronics.jsonl'); + +const outputPath = path.join(ROOT, 'data/sample-products.ndjson'); +const indexName = process.env.ELASTICSEARCH_INDEX || INDEX_NAME; + +const WALKTHROUGH_HINTS = [ + { hint: 'wireless earbuds', label: 'name-focused walkthrough' }, + { hint: 'laptop', label: 'ambiguous walkthrough' }, +]; + +async function collectProducts() { + if (!existsSync(inputPath)) { + console.error(`Input file not found: ${inputPath}`); + console.error('Place Amazon Reviews\'23 Electronics meta JSONL at data/raw/meta_Electronics.jsonl'); + console.error('Or pass a custom path: npm run build:catalog -- --input /path/to/meta_Electronics.jsonl'); + process.exit(1); + } + + const pinned = []; + const pinnedIds = new Set(); + const general = []; + + const rl = createInterface({ + input: createReadStream(inputPath, { encoding: 'utf8' }), + crlfDelay: Infinity, + }); + + let lineNumber = 0; + + for await (const line of rl) { + lineNumber += 1; + if (!line.trim()) { + continue; + } + + let row; + try { + row = JSON.parse(line); + } catch { + continue; + } + + const product = mapAmazonRow(row); + if (!product) { + continue; + } + + const titleLower = product.name.toLowerCase(); + const matchedHint = WALKTHROUGH_HINTS.find(({ hint }) => titleLower.includes(hint)); + + if (matchedHint && !pinnedIds.has(product.id) && pinned.length < 40) { + pinned.push(product); + pinnedIds.add(product.id); + continue; + } + + if (pinnedIds.has(product.id)) { + continue; + } + + general.push(product); + + if (pinned.length + general.length >= TARGET_COUNT * 3) { + break; + } + + if (lineNumber % 100000 === 0) { + console.log(`Scanned ${lineNumber.toLocaleString()} lines…`); + } + } + + const selected = [...pinned]; + for (const product of general) { + if (selected.length >= TARGET_COUNT) { + break; + } + selected.push(product); + } + + return selected; +} + +async function main() { + console.log(`Reading Amazon meta: ${inputPath}`); + const products = await collectProducts(); + + if (products.length === 0) { + console.error('No products with valid image URLs were found.'); + process.exit(1); + } + + if (products.length < TARGET_COUNT) { + console.warn(`Warning: only ${products.length} products matched filters (target ${TARGET_COUNT}).`); + } + + const stream = createWriteStream(outputPath, { encoding: 'utf8' }); + for (const product of products.slice(0, TARGET_COUNT)) { + writeNdjsonLine(stream, indexName, product); + } + stream.end(); + + await new Promise((resolve, reject) => { + stream.on('finish', resolve); + stream.on('error', reject); + }); + + console.log(`Wrote ${Math.min(products.length, TARGET_COUNT)} products -> ${outputPath}`); + console.log(`Bulk index name: ${indexName}`); +} + +main().catch((error) => { + console.error(error.message); + process.exit(1); +}); diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/scripts/build-preview-catalog.mjs b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/scripts/build-preview-catalog.mjs new file mode 100644 index 000000000..a6832daf9 --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/scripts/build-preview-catalog.mjs @@ -0,0 +1,31 @@ +import { createWriteStream } from 'fs'; +import { fileURLToPath } from 'url'; +import path from 'path'; +import { INDEX_NAME, writeNdjsonLine } from './amazon-meta-utils.mjs'; + +const __dirname = path.dirname(fileURLToPath(import.meta.url)); +const outputPath = path.join(__dirname, '../data/sample-products.ndjson'); + +const IMAGE = 'https://m.media-amazon.com/images/I/41MK4AX6QDL._SL500_.jpg'; + +const PREVIEW_PRODUCTS = [ + { id: 'PREVIEW001', name: 'Wireless Earbuds Bluetooth 5.3 Noise Cancelling', description: 'In-ear wireless earbuds with charging case and active noise cancellation for travel and workouts.', category: 'Headphones', brand: 'SoundPro', image_url: IMAGE }, + { id: 'PREVIEW002', name: 'Premium Wireless Earbuds with Dolby Audio', description: 'True wireless earbuds with immersive sound and 32-hour battery life.', category: 'Headphones', brand: 'AudioMax', image_url: IMAGE }, + { id: 'PREVIEW003', name: '15.6 inch Laptop Intel Core i7 16GB RAM 512GB SSD', description: 'Thin and light laptop for productivity, streaming, and everyday computing.', category: 'Computers', brand: 'TechBook', image_url: IMAGE }, + { id: 'PREVIEW004', name: 'Gaming Laptop 17 inch RTX Graphics 1TB SSD', description: 'High performance gaming laptop with dedicated graphics and fast refresh display.', category: 'Computers', brand: 'GameCore', image_url: IMAGE }, + { id: 'PREVIEW005', name: 'USB C Laptop Charger 65W GaN Fast Charging', description: 'Compact universal USB-C power adapter for laptops, tablets, and phones.', category: 'Accessories', brand: 'ChargePlus', image_url: IMAGE }, + { id: 'PREVIEW006', name: 'Mechanical Keyboard RGB Wireless', description: 'Low profile mechanical keyboard with hot-swappable switches and Bluetooth.', category: 'Accessories', brand: 'KeyLab', image_url: IMAGE }, + { id: 'PREVIEW007', name: '4K Webcam with Microphone for Laptop Streaming', description: 'Ultra HD webcam with auto-focus and dual noise-reducing microphones.', category: 'Cameras', brand: 'StreamCam', image_url: IMAGE }, + { id: 'PREVIEW008', name: 'Portable Bluetooth Speaker Waterproof', description: 'Outdoor speaker with 24-hour playtime and deep bass.', category: 'Speakers', brand: 'BeatWave', image_url: IMAGE }, + { id: 'PREVIEW009', name: 'Smart Watch Fitness Tracker Heart Rate Monitor', description: 'Smartwatch with GPS, sleep tracking, and smartphone notifications.', category: 'Wearables', brand: 'FitPulse', image_url: IMAGE }, + { id: 'PREVIEW010', name: '27 inch 4K Monitor IPS USB-C Hub', description: 'Ultra-slim 4K display with HDR and built-in USB-C docking.', category: 'Monitors', brand: 'ViewOne', image_url: IMAGE }, +]; + +const stream = createWriteStream(outputPath, { encoding: 'utf8' }); +for (const product of PREVIEW_PRODUCTS) { + writeNdjsonLine(stream, INDEX_NAME, product); +} +stream.end(); + +console.log(`Wrote ${PREVIEW_PRODUCTS.length} preview products -> ${outputPath}`); +console.log('Replace with full catalog: npm run build:catalog'); diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/scripts/create-readonly-user.mjs b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/scripts/create-readonly-user.mjs new file mode 100644 index 000000000..640516f31 --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/scripts/create-readonly-user.mjs @@ -0,0 +1,93 @@ +import { readFileSync } from 'fs'; +import { randomBytes } from 'crypto'; +import { fileURLToPath } from 'url'; +import path from 'path'; + +const __dirname = path.dirname(fileURLToPath(import.meta.url)); +const ROOT = path.join(__dirname, '..'); + +function loadEnvFile(relativePath) { + const filePath = path.join(ROOT, relativePath); + try { + const text = readFileSync(filePath, 'utf8'); + return Object.fromEntries( + text + .split('\n') + .filter((line) => line && !line.startsWith('#') && line.includes('=')) + .map((line) => { + const idx = line.indexOf('='); + return [line.slice(0, idx).trim(), line.slice(idx + 1).trim()]; + }) + ); + } catch { + return {}; + } +} + +const env = { ...loadEnvFile('.env.example'), ...loadEnvFile('.env.local'), ...process.env }; + +const url = env.ELASTICSEARCH_URL; +const username = env.ELASTICSEARCH_USERNAME; +const password = env.ELASTICSEARCH_PASSWORD; +const index = env.ELASTICSEARCH_INDEX || 'amazon-electronics'; + +const args = process.argv.slice(2); +const userArgIndex = args.indexOf('--user'); +const passArgIndex = args.indexOf('--password'); +const ROLE = 'amazon_electronics_reader'; +const USER = userArgIndex >= 0 ? args[userArgIndex + 1] : 'amazon_electronics_readonly'; +const USER_PASSWORD = passArgIndex >= 0 ? args[passArgIndex + 1] : randomBytes(18).toString('base64url'); + +if (!url || !username || !password) { + console.error('Set ELASTICSEARCH_URL, ELASTICSEARCH_USERNAME, ELASTICSEARCH_PASSWORD in .env.local'); + process.exit(1); +} + +const baseUrl = url.replace(/\/$/, ''); +const auth = Buffer.from(`${username}:${password}`).toString('base64'); +const headers = { + 'Content-Type': 'application/json', + Authorization: `Basic ${auth}`, +}; + +async function es(method, endpoint, body) { + const response = await fetch(`${baseUrl}${endpoint}`, { + method, + headers, + body: body !== undefined ? JSON.stringify(body) : undefined, + }); + + const text = await response.text(); + if (!response.ok) { + throw new Error(`${method} ${endpoint} failed (${response.status}): ${text}`); + } + + return text ? JSON.parse(text) : {}; +} + +await es('PUT', `/_security/role/${ROLE}`, { + cluster: [], + indices: [ + { + names: [index], + privileges: ['read'], + }, + ], +}); + +await es('PUT', `/_security/user/${USER}`, { + password: USER_PASSWORD, + roles: [ROLE], + full_name: 'Amazon Electronics Read-only', + metadata: { + purpose: `Read-only search access to ${index}`, + }, +}); + +console.log(JSON.stringify({ + role: ROLE, + username: USER, + password: USER_PASSWORD, + index, + privileges: ['read'], +}, null, 2)); diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/scripts/index-full-catalog.mjs b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/scripts/index-full-catalog.mjs new file mode 100644 index 000000000..38ae6882f --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/scripts/index-full-catalog.mjs @@ -0,0 +1,175 @@ +import { createReadStream, readFileSync, mkdirSync } from 'fs'; +import { createInterface } from 'readline'; +import { fileURLToPath } from 'url'; +import path from 'path'; +import { mapAmazonRow } from './amazon-meta-utils.mjs'; + +const __dirname = path.dirname(fileURLToPath(import.meta.url)); +const ROOT = path.join(__dirname, '..'); + +const args = process.argv.slice(2); +const recreate = args.includes('--recreate'); +const inputArgIndex = args.indexOf('--input'); +const inputPath = inputArgIndex >= 0 + ? args[inputArgIndex + 1] + : path.join(ROOT, 'meta_Electronics.jsonl'); + +const url = process.env.ELASTICSEARCH_URL; +const username = process.env.ELASTICSEARCH_USERNAME; +const password = process.env.ELASTICSEARCH_PASSWORD; +const index = process.env.ELASTICSEARCH_INDEX || 'amazon-electronics'; + +const BATCH_DOCS = 500; +const LOG_EVERY = 10000; + +if (!url || !username || !password) { + console.error('Missing ELASTICSEARCH_URL, ELASTICSEARCH_USERNAME, or ELASTICSEARCH_PASSWORD'); + process.exit(1); +} + +const auth = Buffer.from(`${username}:${password}`).toString('base64'); +const baseUrl = url.replace(/\/$/, ''); + +function log(message) { + const line = `[${new Date().toISOString()}] ${message}`; + console.log(line); +} + +async function esRequest(method, endpoint, body) { + const response = await fetch(`${baseUrl}${endpoint}`, { + method, + headers: { + 'Content-Type': 'application/json', + Authorization: `Basic ${auth}`, + }, + body: body !== undefined ? JSON.stringify(body) : undefined, + }); + + const text = await response.text(); + if (!response.ok) { + throw new Error(`${method} ${endpoint} failed (${response.status}): ${text}`); + } + + return text ? JSON.parse(text) : {}; +} + +async function deleteIndexIfExists() { + const check = await fetch(`${baseUrl}/${index}`, { + method: 'HEAD', + headers: { Authorization: `Basic ${auth}` }, + }); + + if (check.status === 200) { + log(`Deleting index "${index}"...`); + await esRequest('DELETE', `/${index}`); + } +} + +async function createIndex() { + const mapping = JSON.parse( + readFileSync(path.join(ROOT, 'data/index-mapping.json'), 'utf8') + ); + log(`Creating index "${index}"...`); + await esRequest('PUT', `/${index}`, mapping); +} + +async function sendBulk(body) { + const response = await fetch(`${baseUrl}/_bulk`, { + method: 'POST', + headers: { + Authorization: `Basic ${auth}`, + 'Content-Type': 'application/x-ndjson', + }, + body, + }); + + const result = await response.json(); + if (!response.ok || result.errors) { + const firstError = result.items?.find((item) => item.index?.error); + throw new Error(`Bulk failed: ${JSON.stringify(firstError?.index?.error || result)}`); + } +} + +async function streamAndIndex() { + log(`Streaming ${inputPath} -> ${index}`); + + const rl = createInterface({ + input: createReadStream(inputPath, { encoding: 'utf8' }), + crlfDelay: Infinity, + }); + + let batchLines = []; + let batchDocs = 0; + let indexed = 0; + let scanned = 0; + let skipped = 0; + + async function flushBatch() { + if (batchDocs === 0) { + return; + } + + await sendBulk(`${batchLines.join('\n')}\n`); + indexed += batchDocs; + batchLines = []; + batchDocs = 0; + + if (indexed % LOG_EVERY < BATCH_DOCS) { + log(`Indexed ${indexed.toLocaleString()} (scanned ${scanned.toLocaleString()}, skipped ${skipped.toLocaleString()})`); + } + } + + for await (const line of rl) { + if (!line.trim()) { + continue; + } + + scanned += 1; + + let row; + try { + row = JSON.parse(line); + } catch { + skipped += 1; + continue; + } + + const product = mapAmazonRow(row); + if (!product) { + skipped += 1; + continue; + } + + batchLines.push(JSON.stringify({ index: { _index: index, _id: product.id } })); + batchLines.push(JSON.stringify(product)); + batchDocs += 1; + + if (batchDocs >= BATCH_DOCS) { + await flushBatch(); + } + } + + await flushBatch(); + await esRequest('POST', `/${index}/_refresh`); + const count = await esRequest('GET', `/${index}/_count`); + + log(`Done. Indexed ${indexed.toLocaleString()} documents into "${index}".`); + log(`Cluster count: ${count.count}`); + log(`Scanned ${scanned.toLocaleString()} lines, skipped ${skipped.toLocaleString()}.`); +} + +async function main() { + mkdirSync(path.join(ROOT, 'logs'), { recursive: true }); + log(`Full catalog index job started (index: ${index})`); + + if (recreate) { + await deleteIndexIfExists(); + } + await createIndex(); + await streamAndIndex(); +} + +main().catch((err) => { + log(`ERROR: ${err.message}`); + process.exit(1); +}); diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/scripts/seed-index.mjs b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/scripts/seed-index.mjs new file mode 100644 index 000000000..d7ac527c8 --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/scripts/seed-index.mjs @@ -0,0 +1,116 @@ +import { readFileSync } from 'fs'; +import { fileURLToPath } from 'url'; +import path from 'path'; + +const __dirname = path.dirname(fileURLToPath(import.meta.url)); +const ROOT = path.join(__dirname, '..'); + +const args = process.argv.slice(2); +const recreate = args.includes('--recreate'); + +const url = process.env.ELASTICSEARCH_URL; +const username = process.env.ELASTICSEARCH_USERNAME; +const password = process.env.ELASTICSEARCH_PASSWORD; +const index = process.env.ELASTICSEARCH_INDEX || 'amazon-electronics'; + +if (!url || !username || !password) { + console.error('Missing ELASTICSEARCH_URL, ELASTICSEARCH_USERNAME, or ELASTICSEARCH_PASSWORD'); + process.exit(1); +} + +const auth = Buffer.from(`${username}:${password}`).toString('base64'); +const headers = { + 'Content-Type': 'application/json', + Authorization: `Basic ${auth}`, +}; + +async function esRequest(method, endpoint, body) { + const response = await fetch(`${url.replace(/\/$/, '')}${endpoint}`, { + method, + headers, + body: body !== undefined ? (typeof body === 'string' ? body : JSON.stringify(body)) : undefined, + }); + + const text = await response.text(); + let data = {}; + try { + data = text ? JSON.parse(text) : {}; + } catch { + data = { raw: text }; + } + + if (!response.ok) { + throw new Error(`${method} ${endpoint} failed (${response.status}): ${text}`); + } + + return data; +} + +async function deleteIndexIfExists() { + const check = await fetch(`${url.replace(/\/$/, '')}/${index}`, { + method: 'HEAD', + headers: { Authorization: `Basic ${auth}` }, + }); + + if (check.status === 200) { + console.log(`Deleting index "${index}"...`); + await esRequest('DELETE', `/${index}`); + } +} + +async function createIndex() { + const mapping = JSON.parse( + readFileSync(path.join(ROOT, 'data/index-mapping.json'), 'utf8') + ); + console.log(`Creating index "${index}"...`); + await esRequest('PUT', `/${index}`, mapping); +} + +async function bulkIndex() { + const ndjson = readFileSync(path.join(ROOT, 'data/sample-products.ndjson'), 'utf8'); + const lines = ndjson.trim().split('\n'); + const batchSize = 1000; + let indexed = 0; + + for (let i = 0; i < lines.length; i += batchSize) { + const chunk = lines.slice(i, i + batchSize).join('\n') + '\n'; + const response = await fetch(`${url.replace(/\/$/, '')}/_bulk`, { + method: 'POST', + headers: { + Authorization: `Basic ${auth}`, + 'Content-Type': 'application/x-ndjson', + }, + body: chunk, + }); + + const result = await response.json(); + if (!response.ok || result.errors) { + const firstError = result.items?.find((item) => item.index?.error); + throw new Error(`Bulk index failed: ${JSON.stringify(firstError?.index?.error || result)}`); + } + + indexed += chunk.split('\n').filter(Boolean).length / 2; + console.log(`Indexed batch: ${indexed} documents so far`); + } +} + +async function refreshAndCount() { + await esRequest('POST', `/${index}/_refresh`); + const count = await esRequest('GET', `/${index}/_count`); + console.log(`Index "${index}" contains ${count.count} documents`); +} + +async function main() { + if (recreate) { + await deleteIndexIfExists(); + } + await createIndex(); + await bulkIndex(); + await refreshAndCount(); + console.log('Seed complete.'); +} + +main().catch((err) => { + console.error(err.message); + process.exit(1); +}); From a2e1ed109f27b2a64a2ca16c7596ec579e2b9215 Mon Sep 17 00:00:00 2001 From: musabdogan Date: Mon, 20 Jul 2026 14:28:51 +0300 Subject: [PATCH 2/2] Update Query Comparer companion for Elastic brand compliance. Sync latest app changes, add Apache-2.0 license, Elastic header branding, neutral README title, subtle SearchAli author attribution in footer, and remove partner banner plus unused logo assets. --- .../LICENSE | 203 ++++++++++++++++++ .../README.md | 8 +- .../app/globals.css | 15 ++ .../app/layout.js | 2 +- .../app/page.jsx | 2 +- .../components/QueryPanel.jsx | 2 +- .../components/SiteFooter.jsx | 7 +- .../components/SiteHeader.jsx | 24 +-- .../package-lock.json | 4 +- .../package.json | 3 +- .../public/icons/elastic-logo.svg | 1 + .../public/icons/elastic-partner-banner.webp | Bin 35184 -> 0 bytes .../public/icons/logo.png | Bin 24569 -> 0 bytes 13 files changed, 245 insertions(+), 26 deletions(-) create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/LICENSE create mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/public/icons/elastic-logo.svg delete mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/public/icons/elastic-partner-banner.webp delete mode 100644 supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/public/icons/logo.png diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/LICENSE b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/LICENSE new file mode 100644 index 000000000..2df0f83d2 --- /dev/null +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/LICENSE @@ -0,0 +1,203 @@ +Copyright 2026 Musab Dogan + + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. Definitions. + + "License" shall mean the terms and conditions for use, reproduction, + and distribution as defined by Sections 1 through 9 of this document. + + "Licensor" shall mean the copyright owner or entity authorized by + the copyright owner that is granting the License. + + "Legal Entity" shall mean the union of the acting entity and all + other entities that control, are controlled by, or are under common + control with that entity. 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We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright [yyyy] [name of copyright owner] + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/README.md b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/README.md index 13cec815e..0637b8bce 100644 --- a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/README.md +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/README.md @@ -1,10 +1,10 @@ -# SearchAli Query Comparer +# Elasticsearch Query Comparer Part 1 companion app for the Search Labs article *Vibe Coding UIs for Relevance Management: A Query Results Comparer*. Compare two Elasticsearch query strategies side by side using the same search term, the same dataset, and the same moment. Old Query runs a baseline `multi_match` on name, description, category, and brand. New Query adds `name^2` and `brand^2` field boosts on the same fields. -**Live demo:** [query-comparer.searchali.com](https://query-comparer.searchali.com/) +**Author-hosted demo:** [query-comparer.searchali.com](https://query-comparer.searchali.com/) ![iphone charger — Old Query vs New Query](public/icons/iphone%20charger.png) @@ -130,3 +130,7 @@ Product data derived from [Amazon Reviews'23](https://amazon-reviews-2023.github Companion code: [github.com/musabdogan/searchali-query-comparer](https://github.com/musabdogan/searchali-query-comparer) Musab Dogan · [SearchAli](https://searchali.com) + +## License + +This project is licensed under the [Apache License 2.0](LICENSE). diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/globals.css b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/globals.css index 427d6b327..067374d6e 100644 --- a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/globals.css +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/globals.css @@ -135,6 +135,11 @@ body { display: block; } +.sa-header__brand-logo--elastic { + height: calc(var(--sa-header-logo-height) * 0.85); + max-width: min(160px, 28vw); +} + .sa-header__brand:hover .sa-header__brand-logo { opacity: 0.9; } @@ -377,6 +382,16 @@ body { color: var(--sa-border-strong); } +.sa-footer a { + color: inherit; + text-decoration: none; +} + +.sa-footer a:hover { + color: var(--sa-accent); + text-decoration: underline; +} + /* Compare layout */ .compare-shell { flex: 1; diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/layout.js b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/layout.js index 404b4349e..ce4145da9 100644 --- a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/layout.js +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/layout.js @@ -2,7 +2,7 @@ import './globals.css'; import Providers from './providers'; export const metadata = { - title: 'SearchAli Query Comparer', + title: 'Elasticsearch Query Comparer', description: 'Compare Elasticsearch query strategies side by side for relevance tuning', icons: { icon: '/icons/searchali_logo_1.png', diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/page.jsx b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/page.jsx index 8bacc1d03..80602b768 100644 --- a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/page.jsx +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/app/page.jsx @@ -28,7 +28,7 @@ export default function HomePage() { const runSearchWithTerm = useCallback(async (searchTerm) => { const query = searchTerm.trim(); if (!query) { - setError('Enter a search term.'); + setError('Enter a search term or press Random button.'); return; } diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/QueryPanel.jsx b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/QueryPanel.jsx index 847b730fb..141bdcf2e 100644 --- a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/QueryPanel.jsx +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/QueryPanel.jsx @@ -68,7 +68,7 @@ export default function QueryPanel({

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diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/SiteFooter.jsx b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/SiteFooter.jsx index 1fe105154..1c0bbc09d 100644 --- a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/SiteFooter.jsx +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/SiteFooter.jsx @@ -3,7 +3,12 @@ export default function SiteFooter() { return ( diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/SiteHeader.jsx b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/SiteHeader.jsx index 032a08081..a662c5228 100644 --- a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/SiteHeader.jsx +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/components/SiteHeader.jsx @@ -19,33 +19,23 @@ export default function SiteHeader({
searchali.com

Elasticsearch Query Comparer

- -
- Elastic Partner -
diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/package-lock.json b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/package-lock.json index c1b977bb9..89a7c772d 100644 --- a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/package-lock.json +++ b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/package-lock.json @@ -1,11 +1,11 @@ { - "name": "searchali-query-comparer", + "name": "elasticsearch-query-comparer", "version": "0.1.0", "lockfileVersion": 3, "requires": true, "packages": { "": { - "name": "searchali-query-comparer", + "name": "elasticsearch-query-comparer", "version": "0.1.0", "dependencies": { "@elastic/elasticsearch": "^9.4.2", diff --git a/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/package.json b/supporting-blog-content/vibe-coding-uis-for-relevance-management-part-1/package.json index 4703d6fe9..695f785b9 100644 --- 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