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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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# NAP-DMS Project Context & Rules
- For: Windsurf Cascade (and compatible: Codex CLI, opencode, Amp, Antigravity, AGENTS.md tools)
- Version: 1.9.7 | Last synced from repo: 2026-05-25
- Version: 1.9.8 | Last synced from repo: 2026-05-30
- Repo: [https://git.np-dms.work/np-dms/lcbp3](https://git.np-dms.work/np-dms/lcbp3)
- Skill pack: `.agents/skills/` (v1.9.0, 21 skills) — see [`skills/README.md`](./.agents/skills/README.md) + [`skills/_LCBP3-CONTEXT.md`](./.agents/skills/_LCBP3-CONTEXT.md)
@@ -120,38 +120,40 @@ Best practice — follow when possible:
Spec priority: **`06-Decision-Records`** > **`05-Engineering-Guidelines`** > others
| Document | Path | Status | Use When |
| ------------------------------ | --------------------------------------------------------------------------- | --------- | --------------------------------------------------------------------------------- |
| **Glossary** | `specs/00-overview/00-02-glossary.md` | — | Verify domain terminology |
| **Schema Tables** | `specs/03-Data-and-Storage/lcbp3-v1.9.0-schema-02-tables.sql` | — | Before writing any query |
| **Data Dictionary** | `specs/03-Data-and-Storage/03-01-data-dictionary.md` | — | Field meanings + business rules |
| **RBAC Matrix** | `specs/01-requirements/01-02-business-rules/01-02-01-rbac-matrix.md` | — | Permission levels + roles |
| **Edge Cases** | `specs/01-Requirements/01-06-edge-cases-and-rules.md` | — | Prevent bugs in flows |
| **ADR-001 Workflow Engine** | `specs/06-Decision-Records/ADR-001-unified-workflow-engine.md` | ✅ Active | DSL-based workflow implementation |
| **ADR-002 Doc Numbering** | `specs/06-Decision-Records/ADR-002-document-numbering-strategy.md` | ✅ Active | Document number generation + locking |
| **ADR-007 Error Handling** | `specs/06-Decision-Records/ADR-007-error-handling-strategy.md` | ✅ Active | Error patterns & recovery |
| **ADR-008 Notifications** | `specs/06-Decision-Records/ADR-008-email-notification-strategy.md` | ✅ Active | BullMQ + multi-channel notification |
| **ADR-009 DB Migration** | `specs/06-Decision-Records/ADR-009-database-migration-strategy.md` | ✅ Active | Schema changes — edit SQL directly |
| **ADR-016 Security** | `specs/06-Decision-Records/ADR-016-security-authentication.md` | ✅ Active | Auth, RBAC, file upload security |
| **ADR-015 Release Strategy** | `specs/06-Decision-Records/ADR-015-deployment-infrastructure.md` | ✅ Active | Blue-Green deployment + release gates |
| **ADR-019 UUID** | `specs/06-Decision-Records/ADR-019-hybrid-identifier-strategy.md` | ✅ Active | UUID-related work |
| **ADR-021 Workflow Context** | `specs/06-Decision-Records/ADR-021-workflow-context.md` | ✅ Active | Integrated workflow & step attachments |
| **ADR-023 AI Architecture** | `specs/06-Decision-Records/ADR-023-unified-ai-architecture.md` | ✅ Active | Unified AI boundaries and pipeline (base architecture) |
| **ADR-023A AI Model Rev.** | `specs/06-Decision-Records/ADR-023A-unified-ai-architecture.md` | ✅ Active | 2-Model stack (gemma4:e4b Q8_0), BullMQ 2-queue, RAG embed scope, OCR auto-detect |
| **ADR-024 Intent Class.** | `specs/06-Decision-Records/ADR-024-intent-classification-strategy.md` | ✅ Active | Hybrid Pattern→LLM Fallback; ai_intent_patterns DB; Redis cache 5 min |
| **ADR-025 AI Tool Layer** | `specs/06-Decision-Records/ADR-025-ai-tool-layer-architecture.md` | ✅ Active | Server-side Tool dispatch; CASL-guarded bridge; ToolResult uses publicId only |
| **ADR-026 Chat UI** | `specs/06-Decision-Records/ADR-026-document-chat-ui-pattern.md` | ✅ Active | Side-panel Document Chat UI; useAiChat() hook; streaming response support |
| **ADR-027 AI Admin Console** | `specs/06-Decision-Records/ADR-027-ai-admin-console-and-dynamic-control.md` | ✅ Active | Admin Panel + dynamic model/prompt/intent control without redeploy |
| **ADR-028 Migration Refactor** | `specs/06-Decision-Records/ADR-028-migration-architecture-refactor.md` | ✅ Active | Staging Queue & post-migration cleanup |
| **ADR-029 Dynamic Prompts** | `specs/06-Decision-Records/ADR-029-dynamic-prompt-management.md` | ✅ Active | Prompt templates in DB (`ai_prompts`); Redis cache TTL 60s; versioned |
| **Backend Guidelines** | `specs/05-Engineering-Guidelines/05-02-backend-guidelines.md` | — | NestJS patterns |
| **Frontend Guidelines** | `specs/05-Engineering-Guidelines/05-03-frontend-guidelines.md` | — | Next.js patterns |
| **Testing Strategy** | `specs/05-Engineering-Guidelines/05-04-testing-strategy.md` | — | Coverage goals |
| **Git Conventions** | `specs/05-Engineering-Guidelines/05-05-git-conventions.md` | — | Commit/branch naming |
| **Code Snippets** | `specs/05-Engineering-Guidelines/05-06-code-snippets.md` | — | Reusable patterns |
| **i18n Guidelines** | `specs/05-Engineering-Guidelines/05-08-i18n-guidelines.md` | — | Localization rules |
| **Release Policy** | `specs/04-Infrastructure-OPS/04-08-release-management-policy.md` | — | Before deploy/hotfix |
| **UAT Criteria** | `specs/01-Requirements/01-05-acceptance-criteria.md` | — | Feature completeness |
| Document | Path | Status | Use When |
| ------------------------------ | --------------------------------------------------------------------------- | --------- | -------------------------------------------------------------------------------------- |
| **Glossary** | `specs/00-overview/00-02-glossary.md` | — | Verify domain terminology |
| **Schema Tables** | `specs/03-Data-and-Storage/lcbp3-v1.9.0-schema-02-tables.sql` | — | Before writing any query |
| **Data Dictionary** | `specs/03-Data-and-Storage/03-01-data-dictionary.md` | — | Field meanings + business rules |
| **RBAC Matrix** | `specs/01-requirements/01-02-business-rules/01-02-01-rbac-matrix.md` | — | Permission levels + roles |
| **Edge Cases** | `specs/01-Requirements/01-06-edge-cases-and-rules.md` | — | Prevent bugs in flows |
| **ADR-001 Workflow Engine** | `specs/06-Decision-Records/ADR-001-unified-workflow-engine.md` | ✅ Active | DSL-based workflow implementation |
| **ADR-002 Doc Numbering** | `specs/06-Decision-Records/ADR-002-document-numbering-strategy.md` | ✅ Active | Document number generation + locking |
| **ADR-007 Error Handling** | `specs/06-Decision-Records/ADR-007-error-handling-strategy.md` | ✅ Active | Error patterns & recovery |
| **ADR-008 Notifications** | `specs/06-Decision-Records/ADR-008-email-notification-strategy.md` | ✅ Active | BullMQ + multi-channel notification |
| **ADR-009 DB Migration** | `specs/06-Decision-Records/ADR-009-database-migration-strategy.md` | ✅ Active | Schema changes — edit SQL directly |
| **ADR-016 Security** | `specs/06-Decision-Records/ADR-016-security-authentication.md` | ✅ Active | Auth, RBAC, file upload security |
| **ADR-015 Release Strategy** | `specs/06-Decision-Records/ADR-015-deployment-infrastructure.md` | ✅ Active | Blue-Green deployment + release gates |
| **ADR-019 UUID** | `specs/06-Decision-Records/ADR-019-hybrid-identifier-strategy.md` | ✅ Active | UUID-related work |
| **ADR-021 Workflow Context** | `specs/06-Decision-Records/ADR-021-workflow-context.md` | ✅ Active | Integrated workflow & step attachments |
| **ADR-023 AI Architecture** | `specs/06-Decision-Records/ADR-023-unified-ai-architecture.md` | ✅ Active | Unified AI boundaries and pipeline (base architecture) |
| **ADR-023A AI Model Rev.** | `specs/06-Decision-Records/ADR-023A-unified-ai-architecture.md` | ✅ Active | 2-Model stack (gemma4:e4b Q8_0), BullMQ 2-queue, RAG embed scope, OCR auto-detect |
| **ADR-024 Intent Class.** | `specs/06-Decision-Records/ADR-024-intent-classification-strategy.md` | ✅ Active | Hybrid Pattern→LLM Fallback; ai_intent_patterns DB; Redis cache 5 min |
| **ADR-025 AI Tool Layer** | `specs/06-Decision-Records/ADR-025-ai-tool-layer-architecture.md` | ✅ Active | Server-side Tool dispatch; CASL-guarded bridge; ToolResult uses publicId only |
| **ADR-026 Chat UI** | `specs/06-Decision-Records/ADR-026-document-chat-ui-pattern.md` | ✅ Active | Side-panel Document Chat UI; useAiChat() hook; streaming response support |
| **ADR-027 AI Admin Console** | `specs/06-Decision-Records/ADR-027-ai-admin-console-and-dynamic-control.md` | ✅ Active | Admin Panel + dynamic model/prompt/intent control without redeploy |
| **ADR-028 Migration Refactor** | `specs/06-Decision-Records/ADR-028-migration-architecture-refactor.md` | ✅ Active | Staging Queue & post-migration cleanup |
| **ADR-029 Dynamic Prompts** | `specs/06-Decision-Records/ADR-029-dynamic-prompt-management.md` | ✅ Active | Prompt templates in DB (`ai_prompts`); Redis cache TTL 60s; versioned |
| **ADR-031 Hermes Agent** | `specs/06-Decision-Records/ADR-031-hermes-agent-telegram-devops-bridge.md` | 📝 Draft | Optional DevOps Agent with Telegram commands, read-only diagnostics |
| **ADR-032 Typhoon OCR** | `specs/06-Decision-Records/ADR-032-typhoon-ocr-integration.md` | 📝 Draft | Typhoon OCR-3B + typhoon2.1-gemma3-4b on Admin Desktop, VRAM monitoring, Redis caching |
| **Backend Guidelines** | `specs/05-Engineering-Guidelines/05-02-backend-guidelines.md` | — | NestJS patterns |
| **Frontend Guidelines** | `specs/05-Engineering-Guidelines/05-03-frontend-guidelines.md` | — | Next.js patterns |
| **Testing Strategy** | `specs/05-Engineering-Guidelines/05-04-testing-strategy.md` | — | Coverage goals |
| **Git Conventions** | `specs/05-Engineering-Guidelines/05-05-git-conventions.md` | — | Commit/branch naming |
| **Code Snippets** | `specs/05-Engineering-Guidelines/05-06-code-snippets.md` | — | Reusable patterns |
| **i18n Guidelines** | `specs/05-Engineering-Guidelines/05-08-i18n-guidelines.md` | — | Localization rules |
| **Release Policy** | `specs/04-Infrastructure-OPS/04-08-release-management-policy.md` | — | Before deploy/hotfix |
| **UAT Criteria** | `specs/01-Requirements/01-05-acceptance-criteria.md` | — | Feature completeness |
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