merge: update everything to v5 by galagyy · Pull Request #21 · SoraCreationKit/Aspira

galagyy · 2025-10-24T20:04:57Z

Update backend, ai, and frontend to V5.

- Updated model to use a better dataset. - Removed unneeded __init__.py files. Co-Authored-By: Om-Kasar <188000396+Om-Kasar@users.noreply.github.com>

- Removed unneeded endpoints. - Kept the health and generation endpoints. - Updated to a newer, more concise model. - Reduced dataset size for more accurate results. Co-Authored-By: Om-Kasar <188000396+Om-Kasar@users.noreply.github.com>

- Updated Python documentation. - Removed unneeded Python files (test_recommend.py) - Updated code version. Co-Authored-By: Om-Kasar <188000396+Om-Kasar@users.noreply.github.com>

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

Co-Authored-By: Om-Kasar <188000396+Om-Kasar@users.noreply.github.com>

- Fixed inputted keys. - Fixed documentation. - Fixed n_estimator. Co-Authored-By: Om-Kasar <188000396+Om-Kasar@users.noreply.github.com>

- Updated endpoint version. - Change recommendation endpoint to POST. Co-Authored-By: Om-Kasar <188000396+Om-Kasar@users.noreply.github.com>

- Updated career_routes to follow the PEP8 standard.

- Updated all code to follow all PEP8 standards; fixed W293, E501, W291, and E128.

- Added all AI changes, including optimization, documentation, and model resizing.

- Updated DTOs to match the Python endpoint. - Updated all important classes to contain a class description. - Removed older unused methods for code cleanliness.

- Removed unused methods to make code more concise. - Added more helper methods to assist with code.

- Implemented college recommendation service to recommend colleges, degrees, strategies, and more. - Added career-data.json to store college related career data. - Added documentation to every class. - Added swagger documentation to every class. - Sorted imports for every class.

- Added scripts to properly manage the database version.

- Added updated backend with better code, etc.

- Added questionnaire variable. - Changed AI endpoint

- Fixed the request requiring the wrong type of header.

- Rewired questionnaire progression.

- Added proper documentation and styling to the frontend. - Made all code conform to the Google Typescript Style Guide. - Added more logging into the Java backend.

- Added more refined dataset - Retrained random forest model

- Updated code to use the response from the API. - Reformatted code style.

Copilot

Pull Request Overview

This PR updates the entire Aspira platform to version 5, encompassing backend, AI, and frontend components. The update includes a major overhaul of the AI recommendation system, introduction of new data models and endpoints, enhanced type safety in the frontend, and comprehensive documentation improvements.

Key Changes:

Upgraded AI career recommendation system from v2 to v4 with improved model architecture, probability calibration, and confidence scoring
Added new backend endpoints for college recommendations, degree programs, salary expectations, and success strategies
Enhanced frontend with comprehensive TypeScript typing, improved error handling, and questionnaire completion tracking
Added database migration scripts and updated Docker configuration for production deployment

Reviewed Changes

Copilot reviewed 45 out of 52 changed files in this pull request and generated 4 comments.

Show a summary per file

File	Description
`scripts/db-version.sh`	New script to refresh PostgreSQL collation version
`scripts/db-version.bat`	Windows equivalent for database version refresh
`frontend/lib/api.ts`	Added comprehensive JSDoc comments and improved error handling for career recommendations
`frontend/app/signup/page.tsx`	Enhanced with TypeScript types, cookie management, and improved form validation
`frontend/app/questionnaire/page.tsx`	Refactored to use new unified recommendation endpoint with better state management
`frontend/app/page.tsx`	Updated team member information and added interface definitions
`frontend/app/login/page.tsx`	Added questionnaire completion check and conditional routing logic
`frontend/app/dashboard/page.tsx`	Complete rewrite with new data transformation functions and empty state handling
`frontend/app/blogs/page.tsx`	Added TypeScript interfaces and comprehensive JSDoc documentation
`backend/src/main/resources/application-prod.properties`	Updated AI backend port from 5000 to 8001
`backend/src/main/java/com/sck/aspira/util/BlogDataLoader.java`	Added JavaDoc header documentation
`backend/src/main/java/com/sck/aspira/service/UserService.java`	Added skills management, questionnaire tracking, and updated recommendation flow
`backend/src/main/java/com/sck/aspira/service/UserDetailsServiceImpl.java`	Added JavaDoc header documentation
`backend/src/main/java/com/sck/aspira/service/CollegeRecommendationService.java`	New service for college, degree, salary, and strategy recommendations
`backend/src/main/java/com/sck/aspira/service/CareerRecommendationService.java`	Simplified to single recommendation method with new endpoint structure
`backend/src/main/java/com/sck/aspira/security/*.java`	Added comprehensive JavaDoc documentation
`backend/src/main/java/com/sck/aspira/repository/*.java`	Added JavaDoc header documentation
`backend/src/main/java/com/sck/aspira/model/User.java`	Added skills collection and questionnaire completion flag
`backend/src/main/java/com/sck/aspira/model/*.java`	Added JavaDoc header documentation
`backend/src/main/java/com/sck/aspira/dto/*.java`	Updated CareerResponseDto structure and added documentation
`backend/src/main/java/com/sck/aspira/controller/UserController.java`	Major refactor with new recommendation endpoint and college/degree/salary endpoints
`backend/src/main/java/com/sck/aspira/controller/*.java`	Added Swagger annotations and JavaDoc documentation
`backend/src/main/java/com/sck/aspira/config/*.java`	Added JavaDoc header documentation
`ai/careers/test_recommend.py`	Removed deprecated test file
`ai/careers/run.py`	Updated version and improved code formatting
`ai/careers/examples.py`	Removed deprecated examples file
`ai/careers/app/services/career_recommender.py`	Major upgrade with probability calibration, confidence boosting, and memory optimization
`ai/careers/app/main.py`	Updated version and improved error handling
`ai/careers/app/config.py`	Enhanced configuration with better validation and formatting

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backend/src/main/java/com/sck/aspira/dto/CareerResponseDto.java

backend/src/main/java/com/sck/aspira/service/UserService.java

frontend/app/dashboard/page.tsx

ai/careers/app/services/career_recommender.py

- Updated backend methods to have proper naming. - Refactored backend method usage. - Updated AI to remove "magic numbers".

galagyy and others added 24 commits October 23, 2025 21:19

feat(ai): update dataset & cleanliness

6c41c89

- Updated model to use a better dataset. - Removed unneeded __init__.py files. Co-Authored-By: Om-Kasar <188000396+Om-Kasar@users.noreply.github.com>

feat(ai): clean endpoints

4cab101

- Removed unneeded endpoints. - Kept the health and generation endpoints. - Updated to a newer, more concise model. - Reduced dataset size for more accurate results. Co-Authored-By: Om-Kasar <188000396+Om-Kasar@users.noreply.github.com>

feat(ai): update documentation

b8eb86f

- Updated Python documentation. - Removed unneeded Python files (test_recommend.py) - Updated code version. Co-Authored-By: Om-Kasar <188000396+Om-Kasar@users.noreply.github.com>

fix(ai): update model version

78d7bd4

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

fix(ai): remove hard coded path

934cc7a

Co-Authored-By: Om-Kasar <188000396+Om-Kasar@users.noreply.github.com>

fix(ai): keys & documentation

b664bf8

- Fixed inputted keys. - Fixed documentation. - Fixed n_estimator. Co-Authored-By: Om-Kasar <188000396+Om-Kasar@users.noreply.github.com>

fix(ai): change endpoint from GET to POST

183a2f8

- Updated endpoint version. - Change recommendation endpoint to POST. Co-Authored-By: Om-Kasar <188000396+Om-Kasar@users.noreply.github.com>

fix(ai): update career_routes for PEP8

4d92b22

- Updated career_routes to follow the PEP8 standard.

fix(ai): update files to PEP8 standard

9b7c5c7

- Updated all code to follow all PEP8 standards; fixed W293, E501, W291, and E128.

fix(ai): fix small convention issues

35da1a4

merge: add AI changes

f6c11af

- Added all AI changes, including optimization, documentation, and model resizing.

feat(backend): add class descriptions & update DTos

4c90d33

- Updated DTOs to match the Python endpoint. - Updated all important classes to contain a class description. - Removed older unused methods for code cleanliness.

feat(backend): remove unused methods

117ab22

- Removed unused methods to make code more concise. - Added more helper methods to assist with code.

misc: add database version scripts

47c1dca

- Added scripts to properly manage the database version.

merge: updated backend

c24dcaa

- Added updated backend with better code, etc.

feat(backend): updated python endpoints

b83c138

- Added questionnaire variable. - Changed AI endpoint

fix(ai): fixed request header

6dcc5ec

- Fixed the request requiring the wrong type of header.

fix(frontend): rewire questionnaire

5a961c1

- Rewired questionnaire progression.

fix(backend): switch questionnaire flag

68a1be2

fix(frontend): token verification

fbbcb79

feat(frontend): add proper documentation & styling

96f517f

- Added proper documentation and styling to the frontend. - Made all code conform to the Google Typescript Style Guide. - Added more logging into the Java backend.

fix(ai): retrained random forest model

5b47a69

- Added more refined dataset - Retrained random forest model

feat(frontend): update code to use response

01fad13

- Updated code to use the response from the API. - Reformatted code style.

galagyy requested a review from Copilot October 24, 2025 20:05

Copilot AI reviewed Oct 24, 2025

View reviewed changes

chore: nitpick backend & ai errors

148b7fa

- Updated backend methods to have proper naming. - Refactored backend method usage. - Updated AI to remove "magic numbers".

galagyy merged commit f8a51dd into main Oct 24, 2025
1 check passed

galagyy deleted the v5 branch October 25, 2025 01:16

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merge: update everything to v5#21

merge: update everything to v5#21
galagyy merged 25 commits intomainfrom
v5

galagyy commented Oct 24, 2025

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galagyy commented Oct 24, 2025

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Pull Request Overview

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