Project plan

[GabrielEValenzuela]

Project Plan: Knowledge Graph Similarity Detection API

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1. Project Initialization (Week 1)

• Objective: Define scope, set up the development environment, and prepare documentation.
• Tasks:
  • Define and confirm requirements and scope.
  • Set up project repository (e.g., GitHub).
  • Create initial project documentation (requirements, SRS).
• Milestone: Project requirements and repository setup completed.

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2. API Structure and Authentication (Week 2)

• Objective: Design API structure, implement basic authentication, and validate client access with API keys.
• Tasks:
  • Design API endpoints and response structures.
  • Implement API key-based authentication.
  • Set up API key management for FREEMIUM and PREMIUM users.
• Milestone: Basic API endpoints and authentication working.

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3. Rate Limiting (Week 2-3)

• Objective: Implement rate-limiting logic according to user type (5 RPM for FREEMIUM, 50 RPM for PREMIUM).
• Tasks:
  • Define rate-limiting rules and thresholds.
  • Implement rate limiting with Redis (or similar tool).
  • Handle responses for rate limit exceedance (HTTP 429).
• Milestone: Rate-limiting functionality fully integrated and tested.

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4. Model Integration (Weeks 4-5)

• Objective: Load and integrate the neural network model for similarity detection.
• Tasks:
  • Configure model for API service (loading and inference function).
  • Develop the service endpoint for model-based scoring.
  • Format response JSON with similarity score and duplicate status.
• Milestone: Neural network model integrated with API, basic endpoint functional.

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5. Database and Logging Setup (Weeks 4-5)

• Objective: Set up database for API keys, accounts, and request logging.
• Tasks:
  • Implement secure API key storage (e.g., encrypted).
  • Log request details (client, timestamp, result) for monitoring and security.
• Milestone: Database and logging system functional.

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6. Error Handling and Response Validation (Week 2-3)

• Objective: Implement error handling and response validation for robustness.
• Tasks:
  • Add custom error messages for common issues (401, 429, 400, 500).
  • Implement data validation checks for incoming requests.
  • Test response formats and error handling.
• Milestone: Error handling and validation procedures complete.

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7. Testing (Weeks 7-8)

• Objective: Ensure robust functionality through unit, integration, and load testing.
• Tasks:
  • Unit testing of core functions (authentication, rate limiting, model scoring).
  • Integration testing of endpoints and API key validation.
  • Load testing under FREEMIUM and PREMIUM limits.
  • Security testing (e.g., API key security, input validation).
• Milestone: Testing completed, API ready for production.

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8. Deployment Preparation (Week 8)

• Objective: Prepare the API for deployment, including security and CI/CD setup.
• Tasks:
  • Set up Docker for containerized deployment.
  • Configure HTTPS for secure API access.
  • Handle the docker deployment with Traefik for example if possible
• Milestone: Deployment pipeline and security measures in place.

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9. Documentation and Handover (Week 1-8)

• Objective: Finalize documentation and prepare API for client integration.
• Tasks:
  • Complete API documentation for client usage.
  • Finalize developer documentation (codebase overview, deployment guide).
  • Conduct final review and hand over the API to platform team.
• Milestone: Documentation completed, project handover.

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