# 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-api` assembly
- `CvSearchDbContext` — schema `cvSearch`; migrations in `cv-search-models` assembly (MigrationsAssembly = "cv-search-models")

## 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 |