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feat(ai): ADR-032 Typhoon OCR integration - models, processors, cache, VRAM monitor, sandbox UI
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2026-05-30 22:18:51 +07:00
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ARCHITECTURE.md
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---
**title:** 'LCBP3-DMS Architecture Documentation'
**version:** 1.9.7
**version:** 1.9.8
**status:** active
**owner:** Nattanin Peancharoen
**last_updated:** 2026-05-25
**last_updated:** 2026-05-30
**related:**
- specs/02-Architecture/02-01-system-context.md
@@ -519,24 +519,26 @@ graph TB
### 6.1 Key ADRs Implemented
| ADR | Title | Status | Description |
| ------------ | ------------------------------- | --------- | --------------------------------------------------------------------- |
| **ADR-001** | Unified Workflow Engine | ✅ Active | DSL-based workflow implementation |
| **ADR-002** | Document Numbering Strategy | ✅ Active | Document number generation + locking |
| **ADR-007** | Error Handling Strategy | ✅ Active | Layered error classification |
| **ADR-008** | Email Notification Strategy | ✅ Active | BullMQ + multi-channel notification |
| **ADR-009** | Database Migration Strategy | ✅ Active | Schema changes — edit SQL directly |
| **ADR-016** | Security Authentication | ✅ Active | Auth, RBAC, file upload security |
| **ADR-019** | Hybrid Identifier Strategy | ✅ Active | INT PK + UUIDv7 Public API |
| **ADR-021** | Workflow Context | ✅ Active | Integrated workflow & step attachments |
| **ADR-023** | Unified AI Architecture | ✅ Active | AI boundaries and pipeline |
| **ADR-023A** | AI Model Revision | ✅ Active | 2-Model stack with BullMQ queues |
| **ADR-024** | Intent Classification Strategy | ✅ Active | Hybrid Pattern → LLM Fallback intent routing |
| **ADR-025** | AI Tool Layer Architecture | ✅ Active | Server-side Tool dispatch, CASL-guarded bridge |
| **ADR-026** | Document Chat UI Pattern | ✅ Active | Side-panel document chat UI |
| **ADR-027** | AI Admin Console & Dynamic Ctrl | ✅ Active | AI Admin Panel + dynamic model/prompt control |
| **ADR-028** | Migration Architecture Refactor | ✅ Active | Staging Queue & post-migration cleanup |
| **ADR-029** | Dynamic Prompt Management | ✅ Active | Prompt templates in DB (`ai_prompts`), Redis cache TTL 60s, versioned |
| ADR | Title | Status | Description |
| ------------ | ------------------------------- | --------- | -------------------------------------------------------------------------------------- |
| **ADR-001** | Unified Workflow Engine | ✅ Active | DSL-based workflow implementation |
| **ADR-002** | Document Numbering Strategy | ✅ Active | Document number generation + locking |
| **ADR-007** | Error Handling Strategy | ✅ Active | Layered error classification |
| **ADR-008** | Email Notification Strategy | ✅ Active | BullMQ + multi-channel notification |
| **ADR-009** | Database Migration Strategy | ✅ Active | Schema changes — edit SQL directly |
| **ADR-016** | Security Authentication | ✅ Active | Auth, RBAC, file upload security |
| **ADR-019** | Hybrid Identifier Strategy | ✅ Active | INT PK + UUIDv7 Public API |
| **ADR-021** | Workflow Context | ✅ Active | Integrated workflow & step attachments |
| **ADR-023** | Unified AI Architecture | ✅ Active | AI boundaries and pipeline |
| **ADR-023A** | AI Model Revision | ✅ Active | 2-Model stack with BullMQ queues |
| **ADR-024** | Intent Classification Strategy | ✅ Active | Hybrid Pattern → LLM Fallback intent routing |
| **ADR-025** | AI Tool Layer Architecture | ✅ Active | Server-side Tool dispatch, CASL-guarded bridge |
| **ADR-026** | Document Chat UI Pattern | ✅ Active | Side-panel document chat UI |
| **ADR-027** | AI Admin Console & Dynamic Ctrl | ✅ Active | AI Admin Panel + dynamic model/prompt control |
| **ADR-028** | Migration Architecture Refactor | ✅ Active | Staging Queue & post-migration cleanup |
| **ADR-029** | Dynamic Prompt Management | ✅ Active | Prompt templates in DB (`ai_prompts`), Redis cache TTL 60s, versioned |
| **ADR-031** | Hermes Agent & Telegram Bridge | 📝 Draft | Optional DevOps Agent with Telegram commands, read-only diagnostics |
| **ADR-032** | Typhoon OCR Integration | 📝 Draft | Typhoon OCR-3B + typhoon2.1-gemma3-4b on Admin Desktop, VRAM monitoring, Redis caching |
### 6.2 ADR References