Files
myAi/Apis/cv-matcher-api/CLAUDE.md
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claude e95ed36647 refactor: restructure solution into -models/-data/-api project taxonomy
Phases 1-10 of the planned refactoring:

Phase 1: rename shared-models -> common
  - namespace Shared.Models -> Common throughout
  - remove stale AspNetCore.Http.Features 5.0 reference

Phase 2: create shared-data with abstract BaseEntity
  - BaseEntity: required string Id { get; init; } + DateTime CreatedAt { get; init; }

Phase 3: rename myai-models -> myai-data
  - namespace MyAi.Models -> MyAi.Data
  - MigrationsAssembly("myai-data")

Phase 4: rename cv-search-models -> cv-search-data
  - namespace CvSearch.Models -> CvSearch.Data
  - move JobSearchSettings to cv-matcher-api-models
  - JobSearch*Entity now inherits BaseEntity

Phase 5: extract rag-data from rag-api
  - new project: Apis/rag-data with RagDbContext + entities + migrations
  - RagDocumentEntity inherits BaseEntity; cache entities use CacheKey PK
  - fix duplicate AddHttpClient<RagAiClient>/AddScoped registrations in rag-api
  - MigrationsAssembly("rag-data")

Phase 6: extract cv-matcher-data from cv-matcher-api
  - new project: Apis/cv-matcher-data with CvMatcherDbContext + entities + migrations
  - CvMatchResultEntity inherits BaseEntity; CvMatcherChatCacheEntity uses CacheKey PK
  - MigrationsAssembly("cv-matcher-data")

Phase 7: create empty cv-cleanup-job-models and cv-search-job-models

Phase 8: update all 5 Dockerfiles for renamed/new projects

Phase 9: reorganise .sln virtual folders (Apis/Jobs/Models/Data/Helpers)
  - update root CLAUDE.md with new project taxonomy and migration commands
  - update cv-matcher-api/CLAUDE.md and cv-search-job/CLAUDE.md

Phase 10: add Directory.Packages.props for centralised NuGet versions
  - remove Version= from all PackageReference elements in active .csproj files

No database changes. No runtime behaviour changes.
All MigrationId strings in __EFMigrationsHistory are unaffected.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-05-27 15:26:03 +03:00

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2.7 KiB
Markdown

# cv-matcher-api — Internal CV Match Engine
Internal port 8082. Only reachable from `api` and `cv-search-job` via `X-Internal-Api-Key`.
## Responsibilities
- Indexes CV PDFs into the RAG system via `rag-api`
- Matches a CV against a job posting URL (scrapes job HTML, scores pair with LLM)
- Manages job search tokens and sessions for the one-click job search feature
- Owns two EF DbContexts: `CvMatcherDbContext` (schema `cvMatcher`) and `CvSearchDbContext` (schema `cvSearch`)
- Runs EF migrations for both contexts on startup
## Key routes
| Method | Route | Description |
|--------|-------|-------------|
| POST | `/api/cv/upload` | Index CV PDF into RAG |
| POST | `/api/cv/match-job` | Score CV against a job URL (LLM call) |
| POST | `/api/cv/find-jobs` | Find matching jobs from the RAG index |
| POST | `/api/cv/job-search/token` | Create a job search token (called by api after a match) |
| POST | `/api/cv/job-search/token/{tokenId}/start` | Validate token, create Pending session (called by api on link click) |
| GET | `/api/health` | Health check |
## Core services
- `CvMatcherService` — orchestrates upload + match; calls `IRagApiClient` and `IMatcherAiClient`
- `JobTextExtractor` — fetches a job page URL and extracts plain text
- `JobTokenService` — creates tokens; validates + starts job search sessions; extracts CV keywords using simple heuristics (first 5 meaningful non-empty lines of CV text, split into words)
## AI providers
Configured under `Ai:Provider` (`OpenAI` or `Ollama`). Both providers implement `IMatcherAiClient`.
Default model: `gpt-4o-mini`. Timeout: 90 s.
## Database contexts
Both contexts use the same SQL Server connection string (from `Database:*` settings).
- `CvMatcherDbContext` — schema `cvMatcher`; migrations in `cv-matcher-data` assembly (`Apis/cv-matcher-data/`)
- `CvSearchDbContext` — schema `cvSearch`; migrations in `cv-search-data` assembly (`Apis/cv-search-data/`)
## Keyword extraction (JobTokenService.ExtractKeywords)
No LLM call. Takes the first 5 non-empty lines of CV text that are:
- Longer than 5 characters
- Not purely numeric or contact-line patterns
Splits into words, strips punctuation, deduplicates, returns up to 10 comma-separated keywords.
These keywords are stored in `JobSearchSessionEntity.Keywords` and used by `cv-search-job` for scraping.
## Settings
| Section | Notes |
|---------|-------|
| `Database` | Shared SQL Server connection |
| `RagApi` | BaseUrl + InternalApiKey for rag-api |
| `Ai` | Provider, model, timeout |
| `Matcher` | TopK, DeepScoreTopN, MaxJobTextChars |
| `JobSearch` | TokenExpiryDays, providers list (stored in session JSON) |
| `InternalApi` | ApiKey used by UseInternalApiKeyProtection middleware |