Turning the conceptual framework into an operational system with academic rigor
| Component | Academic Term | Implementation |
|---|---|---|
| Source Code | Implementation Artifact | Python, Node.js |
| Environment | Execution Context | Docker / venv |
| Data Layer | Persistent Storage | SQLite / Redis / FAISS |
| Interface | Human-Machine Interface | Flask / React |
| Governance | Control Module | CSVA / ISO 27001 |
| Compute | Execution Platform | Local GPU / Cloud VM |
clarity_system/ ├── clarity_core/ ├── clarity_ui/ ├── clarity_search/ └── clarity_audit/
flask==3.0.2 openai==1.12.0 faiss-cpu==1.7.4 elasticsearch==8.13.2 redis==5.0.1 python-dotenv==1.0.1 gunicorn==21.2.0 numpy==1.26.4 pandas==2.2.1 requests==2.31.0 click==8.1.7 jinja2==3.1.3 itsdangerous==2.1.2 werkzeug==3.0.1
version: "3.9"
services:
clarity_core:
build: ./clarity_core
ports: ["5000:5000"]
environment:
- MODEL_PATH=/models
depends_on:
- clarity_search
- clarity_audit
clarity_ui:
build: ./clarity_ui
ports: ["8080:80"]
depends_on:
- clarity_core
clarity_search:
image: docker.elastic.co/elasticsearch/elasticsearch:8.13.2
environment:
- discovery.type=single-node
ports: ["9200:9200"]
clarity_audit:
build: ./clarity_audit
ports: ["5601:5601"]
docker compose up --build
| Requirement | Standard | Validation Action |
|---|---|---|
| Reliability | ISO 25010 §4.3 | Continuous uptime test |
| Security | ISO 27001 §6-8 | Verify encryption, audit logs |
| Ethics | IEEE 7000 | Human-centric intent |
| Maintenance | ISO 12207 §6.4.5 | Version control, change logs |