# Project Search Service

## Deskripsi

Natural language search untuk file project di NAS via Ollama (LLM) dan PostgreSQL vector index.

**Status:** Diimplementasi sebagian. Endpoint tersedia tapi index NAS belum aktif di production.

## Dependency

- Ollama: `http://10.100.1.26:11434` (VM aiopr)
- Model chat: `qwen2.5:7b`
- Model embed: `nomic-embed-text`
- PostgreSQL Project Search: `geonet_project_search` (10.100.1.25)

## Endpoint

| Method | Path | Scope | Deskripsi |
|--------|------|-------|-----------|
| GET | `/project-search/sources` | `project-search:read` | Daftar sumber data |
| GET | `/project-search/index/status` | `project-search:read` | Status indeks per source |
| POST | `/project-search/ask` | `project-search:read` | Query natural language |

## Rate Limit

`POST /project-search/ask`: 20 request / menit

## Contoh Request

```bash
# Query
curl -s -X POST https://console.gisportal.id/api/v1/project-search/ask \
  -H "Authorization: Bearer <token_dengan_scope_project-search:read>" \
  -H "Content-Type: application/json" \
  -d '{"query": "Laporan survey jalan tol 2025", "sources": ["project"]}'
```

## Changelog

| Tanggal | Perubahan |
|---------|-----------|
| 2026-06-23 | README dibuat |