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@babblebey babblebey commented Sep 21, 2025

Description

This pull request introduces a new "Search with ✨jAI" feature to the word search experience; before this, whenever a word was searched and it didn't exist in the dictionary, we'd get a No Result Found feedback, but now we get this options replacing the no found with search for the word with ✨jAI.

This feature enable us route to a page where the meaning to that word is generated on the fly using ✨jAI.

Notable Changes

1. AI-powered word definitions and prompt improvements

  • Added a new dedicated prompt template (SEARCH_WORD) in jai-prompts.js for generating structured, SEO-friendly definitions, and moved the original personality prompt to this file. (apps/jai/lib/jai-prompts.js, apps/jai/lib/jai-prompt.js removed, apps/jai/index.js, apps/jai/README.md) [1] [2] [3] [4]
  • Updated documentation to describe the new AI-powered word definition feature and explain the structure and style of generated definitions. (apps/jai/README.md) [1] [2]

2. New React UI components for ✨jAI integration

  • Added logo.jsx, a reusable SVG React component for ✨jAI branding. (apps/jai/components/logo.jsx)
  • Added word-search.jsx, a React component for generating and displaying AI-powered word definitions, including error handling, loading states, and a trigger component for UI integration. (apps/jai/components/word-search.jsx)
  • Integrated the JAIWordSearchTrigger into the main search UI for easy access to AI-powered definitions. (src/components/islands/search.jsx)

3. Documentation and architecture updates

  • Expanded the README.md to clarify the module structure, document new components, and explain the updated integration flow, including the new /api/jai/search endpoint. (apps/jai/README.md) [1] [2] [3]

4. Model selection and configuration

  • Changed the default OpenAI chat model to gpt-4.1-mini for both local development (.env.example) and documentation, and added detailed notes about model selection strategy for different ✨jAI features. (.env.example, apps/jai/lib/model.js, apps/jai/README.md) [1] [2] [3]

5. Minor cleanups

  • Removed unused or problematic files from .prettierignore to reduce noise in formatting tools. (.prettierignore)

These changes collectively enhance the user experience, developer clarity, and the overall flexibility of the apps/jai module for future features and scaling.

Related Issue

Fixes jargonsdev/roadmap#8

Screenshots/Screencasts

screen-capture.5.webm

Search for word that a not technical term or not related to software, programming ec. fields

image

Notes to Reviewer

  • Confirm presence of the ✨jAI related environmental variables for this to work in production

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Project Deployment Preview Comments Updated (UTC)
jargons-dev Ready Ready Preview Comment Sep 24, 2025 0:19am

@babblebey babblebey requested a review from Copilot September 21, 2025 19:38
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Pull Request Overview

This PR introduces a "Search with ✨jAI" feature that enhances the word search experience by providing AI-powered definitions when words are not found in the dictionary, replacing the previous "No Result Found" message.

  • Adds jAI search integration with new UI components and keyboard navigation support
  • Refactors jAI prompt system to support both general personality and specialized word definition prompts
  • Creates new API endpoint and page for handling jAI-powered word searches

Reviewed Changes

Copilot reviewed 9 out of 10 changed files in this pull request and generated 3 comments.

Show a summary per file
File Description
src/pages/browse/with-jai/index.astro New page for displaying jAI-generated word definitions
src/pages/api/jai/search.js New API endpoint for handling jAI search requests
src/components/islands/search.jsx Enhanced search component with jAI integration and improved keyboard navigation
src/components/islands/jai-word-search.jsx New React component for querying jAI and displaying markdown responses
src/components/islands/jai-logo.jsx New React component for the jAI logo
src/components/jai-logo.astro New Astro component for the jAI logo
apps/jai/lib/jai-prompt.js Refactored prompt system to support multiple prompt types
src/components/jargonsdev-logo.astro Code formatting improvements
.prettierignore Removed entry for jargonsdev-logo.astro

Tip: Customize your code reviews with copilot-instructions.md. Create the file or learn how to get started.

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
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Pull Request Overview

Copilot reviewed 14 out of 16 changed files in this pull request and generated 2 comments.


Tip: Customize your code reviews with copilot-instructions.md. Create the file or learn how to get started.

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
@babblebey babblebey merged commit ba805bb into main Sep 24, 2025
5 checks passed
@babblebey babblebey deleted the feat/ask-jai-404-word branch September 24, 2025 00:22
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AI Generated Response for Words Not Found in the Dictionary with ✨jAI

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