Ho Ngoc Hai
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cb00b12d7b
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feat(mcp): add MCP Server Integration — Property Search, Analytics, Valuation
Implement 3 MCP servers in libs/mcp-servers/ using @modelcontextprotocol/sdk:
- Property Search: NL search via Typesense, property comparison, detail lookup
- Market Analytics: market reports, price trends, district comparison
- Valuation: AVM integration with Python AI service, feature extraction, batch valuation
Includes NestJS integration module with SSE transport for in-process hosting.
Co-Authored-By: Paperclip <noreply@paperclip.ing>
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2026-04-08 03:22:27 +07:00 |
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Ho Ngoc Hai
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d99dfbafbc
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feat(monitoring): add Prometheus metrics endpoint and Grafana dashboards
Add observability stack with @willsoto/nestjs-prometheus for /metrics endpoint,
Prometheus scraping config, and 4 auto-provisioned Grafana dashboards
(API overview, database, search, business metrics).
Co-Authored-By: Paperclip <noreply@paperclip.ing>
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2026-04-08 03:08:54 +07:00 |
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Ho Ngoc Hai
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b392bc3570
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feat(ai-services): add Python FastAPI AI/ML services container
Create libs/ai-services/ with FastAPI app providing:
- POST /avm/predict — XGBoost-backed property price prediction (heuristic fallback)
- POST /avm/extract-features — Vietnamese NLP feature extraction from listing text
- POST /moderation/check — content moderation with rule-based flagging
- GET /health — health check endpoint
Includes Dockerfile (Python 3.12), docker-compose integration, Pydantic models,
and 9 passing tests covering all endpoints.
Co-Authored-By: Paperclip <noreply@paperclip.ing>
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2026-04-08 03:08:39 +07:00 |
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