| # KGraph-MCP Task List | |
| ## Project Overview | |
| Building a Knowledge Graph-powered Multi-Agent Collaboration Platform for intelligent task orchestration and tool discovery. | |
| ## Milestones | |
| ### Milestone 0: Project Foundation (Sprint 0) ✅ | |
| Complete project setup with optimal development environment. | |
| ### Milestone 1: Core Infrastructure | |
| Set up the foundational services and data models. | |
| ### Milestone 2: Knowledge Graph Integration | |
| Implement KG storage, querying, and embedding services. | |
| ### Milestone 3: Agent Framework | |
| Build the agent orchestration and tool discovery system. | |
| ### Milestone 4: UI & API | |
| Create Gradio interface and FastAPI endpoints. | |
| ### Milestone 5: Testing & Documentation | |
| Comprehensive testing and documentation. | |
| ## Detailed Task List | |
| ### Sprint 0: Foundation Tasks (Partially Complete) | |
| #### Task 0.1: Repository Structure ✅ | |
| - **Status**: Done | |
| - **Description**: Create directory structure and initialize packages | |
| - **Acceptance Criteria**: | |
| - All directories created | |
| - Python packages have __init__.py files | |
| #### Task 0.2: Configuration Files 🔄 | |
| - **Status**: In Progress | |
| - **Description**: Complete .gitignore, LICENSE, and other config files | |
| - **Dependencies**: None | |
| - **Acceptance Criteria**: | |
| - .gitignore covers all necessary patterns | |
| - LICENSE file is complete | |
| - All config files in place | |
| #### Task 0.3: Python Environment ✅ | |
| - **Status**: Done | |
| - **Description**: Set up Python 3.11.8 with uv | |
| - **Acceptance Criteria**: | |
| - Python installed via uv | |
| - Virtual environment created | |
| - Dependencies installed | |
| #### Task 0.4: Dependency Management ✅ | |
| - **Status**: Done | |
| - **Description**: Create and lock dependencies | |
| - **Acceptance Criteria**: | |
| - requirements.txt and requirements-dev.txt created | |
| - requirements.lock generated | |
| - All dependencies installable | |
| #### Task 0.5: Task Automation ✅ | |
| - **Status**: Done | |
| - **Description**: Create justfile with common tasks | |
| - **Acceptance Criteria**: | |
| - justfile created with all necessary commands | |
| - Commands work correctly | |
| #### Task 0.6: Code Quality Tools 📋 | |
| - **Status**: Todo | |
| - **Description**: Complete pyproject.toml configuration | |
| - **Dependencies**: [0.4] | |
| - **Acceptance Criteria**: | |
| - Ruff configured | |
| - Black configured | |
| - Mypy configured | |
| - Pytest configured | |
| #### Task 0.7: Testing Setup ✅ | |
| - **Status**: Done | |
| - **Description**: Set up pytest and create example tests | |
| - **Acceptance Criteria**: | |
| - Pytest runs successfully | |
| - Example test passes | |
| #### Task 0.8: Cursor Rules ✅ | |
| - **Status**: Done | |
| - **Description**: Create .cursor/rules files | |
| - **Acceptance Criteria**: | |
| - Python/Gradio rules created | |
| - Project management rules created | |
| - Placeholder rules for ontology and KG | |
| #### Task 0.9: CI Pipeline 📋 | |
| - **Status**: Todo | |
| - **Description**: Complete GitHub Actions CI setup | |
| - **Dependencies**: [0.6] | |
| - **Acceptance Criteria**: | |
| - CI runs on push/PR | |
| - All checks pass | |
| - Coverage reported | |
| #### Task 0.10: CD Pipeline 📋 | |
| - **Status**: Todo | |
| - **Description**: Set up Hugging Face deployment | |
| - **Dependencies**: [0.9] | |
| - **Acceptance Criteria**: | |
| - Auto-deploy on main branch | |
| - Secrets configured | |
| - Deployment successful | |
| ### Milestone 1: Core Infrastructure Tasks | |
| #### Task 1.1: FastAPI Application Structure 📋 | |
| - **Status**: Todo | |
| - **Description**: Set up FastAPI app with proper structure | |
| - **Dependencies**: [0.6] | |
| - **Acceptance Criteria**: | |
| - FastAPI app initialized | |
| - Router structure defined | |
| - Middleware configured | |
| - CORS settings applied | |
| #### Task 1.2: Database Models 📋 | |
| - **Status**: Todo | |
| - **Description**: Create SQLAlchemy models for core entities | |
| - **Dependencies**: [1.1] | |
| - **Acceptance Criteria**: | |
| - User model created | |
| - Task model created | |
| - Agent model created | |
| - Tool model created | |
| - All models have proper relationships | |
| #### Task 1.3: Pydantic Schemas 📋 | |
| - **Status**: Todo | |
| - **Description**: Create Pydantic v2 schemas for API | |
| - **Dependencies**: [1.2] | |
| - **Acceptance Criteria**: | |
| - Request/response schemas defined | |
| - Validation rules implemented | |
| - ConfigDict properly used | |
| #### Task 1.4: Database Migration System 📋 | |
| - **Status**: Todo | |
| - **Description**: Set up Alembic for database migrations | |
| - **Dependencies**: [1.2] | |
| - **Acceptance Criteria**: | |
| - Alembic configured | |
| - Initial migration created | |
| - Migration commands in justfile | |
| #### Task 1.5: Configuration Management 📋 | |
| - **Status**: Todo | |
| - **Description**: Implement settings with Pydantic | |
| - **Dependencies**: [1.1] | |
| - **Acceptance Criteria**: | |
| - Settings class created | |
| - Environment variables loaded | |
| - Validation implemented | |
| #### Task 1.6: Logging System 📋 | |
| - **Status**: Todo | |
| - **Description**: Set up structured logging | |
| - **Dependencies**: [1.5] | |
| - **Acceptance Criteria**: | |
| - JSON logging configured | |
| - Log levels properly set | |
| - Request ID tracking | |
| ### Milestone 2: Knowledge Graph Tasks | |
| #### Task 2.1: KG Client Interface 📋 | |
| - **Status**: Todo | |
| - **Description**: Create abstract interface for KG operations | |
| - **Dependencies**: [1.3] | |
| - **Acceptance Criteria**: | |
| - Interface defined | |
| - CRUD operations specified | |
| - Query methods defined | |
| #### Task 2.2: Neo4j Integration 📋 | |
| - **Status**: Todo | |
| - **Description**: Implement Neo4j client | |
| - **Dependencies**: [2.1] | |
| - **Acceptance Criteria**: | |
| - Connection management | |
| - Query execution | |
| - Transaction support | |
| #### Task 2.3: Embedding Service 📋 | |
| - **Status**: Todo | |
| - **Description**: Implement embedding generation service | |
| - **Dependencies**: [1.5] | |
| - **Acceptance Criteria**: | |
| - Sentence transformer integration | |
| - Batch processing support | |
| - Caching mechanism | |
| #### Task 2.4: Vector Search 📋 | |
| - **Status**: Todo | |
| - **Description**: Implement FAISS vector search | |
| - **Dependencies**: [2.3] | |
| - **Acceptance Criteria**: | |
| - Index creation | |
| - Similarity search | |
| - Index persistence | |
| #### Task 2.5: Ontology Schema 📋 | |
| - **Status**: Todo | |
| - **Description**: Define JSON schemas for ontology | |
| - **Dependencies**: [1.3] | |
| - **Acceptance Criteria**: | |
| - Entity schemas defined | |
| - Relationship schemas defined | |
| - Validation working | |
| ### Milestone 3: Agent Framework Tasks | |
| #### Task 3.1: Base Agent Class 📋 | |
| - **Status**: Todo | |
| - **Description**: Create abstract base agent | |
| - **Dependencies**: [1.3] | |
| - **Acceptance Criteria**: | |
| - Interface defined | |
| - State management | |
| - Tool integration hooks | |
| #### Task 3.2: Tool Registry 📋 | |
| - **Status**: Todo | |
| - **Description**: Implement tool discovery and registration | |
| - **Dependencies**: [3.1, 2.4] | |
| - **Acceptance Criteria**: | |
| - Tool registration API | |
| - Tool discovery via KG | |
| - Tool validation | |
| #### Task 3.3: Task Orchestrator 📋 | |
| - **Status**: Todo | |
| - **Description**: Build task routing and orchestration | |
| - **Dependencies**: [3.1, 3.2] | |
| - **Acceptance Criteria**: | |
| - Task queue implementation | |
| - Agent assignment logic | |
| - Progress tracking | |
| #### Task 3.4: Agent Communication 📋 | |
| - **Status**: Todo | |
| - **Description**: Implement inter-agent messaging | |
| - **Dependencies**: [3.1] | |
| - **Acceptance Criteria**: | |
| - Message protocol defined | |
| - Async communication | |
| - Error handling | |
| ### Milestone 4: UI & API Tasks | |
| #### Task 4.1: Gradio Interface Layout 📋 | |
| - **Status**: Todo | |
| - **Description**: Create main Gradio UI structure | |
| - **Dependencies**: [3.3] | |
| - **Acceptance Criteria**: | |
| - Layout implemented | |
| - Components defined | |
| - State management | |
| #### Task 4.2: API Endpoints 📋 | |
| - **Status**: Todo | |
| - **Description**: Implement REST API endpoints | |
| - **Dependencies**: [3.3] | |
| - **Acceptance Criteria**: | |
| - CRUD endpoints | |
| - WebSocket support | |
| - OpenAPI docs | |
| #### Task 4.3: Real-time Updates 📋 | |
| - **Status**: Todo | |
| - **Description**: Implement WebSocket for live updates | |
| - **Dependencies**: [4.2] | |
| - **Acceptance Criteria**: | |
| - WebSocket server | |
| - Client integration | |
| - Event streaming | |
| #### Task 4.4: Authentication 📋 | |
| - **Status**: Todo | |
| - **Description**: Implement JWT authentication | |
| - **Dependencies**: [1.2, 4.2] | |
| - **Acceptance Criteria**: | |
| - Login endpoint | |
| - Token validation | |
| - Protected routes | |
| ### Milestone 5: Testing & Documentation Tasks | |
| #### Task 5.1: Unit Tests 📋 | |
| - **Status**: Todo | |
| - **Description**: Write comprehensive unit tests | |
| - **Dependencies**: [All implementation tasks] | |
| - **Acceptance Criteria**: | |
| - 80% coverage minimum | |
| - All edge cases covered | |
| - Mocks properly used | |
| #### Task 5.2: Integration Tests 📋 | |
| - **Status**: Todo | |
| - **Description**: Write API integration tests | |
| - **Dependencies**: [5.1] | |
| - **Acceptance Criteria**: | |
| - Full API coverage | |
| - Database rollback | |
| - External service mocks | |
| #### Task 5.3: Performance Tests 📋 | |
| - **Status**: Todo | |
| - **Description**: Implement load and performance tests | |
| - **Dependencies**: [5.2] | |
| - **Acceptance Criteria**: | |
| - Load test scenarios | |
| - Performance benchmarks | |
| - Bottleneck identification | |
| #### Task 5.4: Documentation 📋 | |
| - **Status**: Todo | |
| - **Description**: Complete project documentation | |
| - **Dependencies**: [5.1] | |
| - **Acceptance Criteria**: | |
| - API documentation | |
| - Architecture docs | |
| - Deployment guide | |
| - User guide | |
| ## Task Prioritization | |
| ### Critical Path (Must Have for MVP): | |
| 1. Complete Sprint 0 setup (Tasks 0.6, 0.9) | |
| 2. Core Infrastructure (Tasks 1.1-1.5) | |
| 3. Basic KG Integration (Tasks 2.1, 2.3) | |
| 4. Simple Agent Framework (Tasks 3.1, 3.2) | |
| 5. Basic UI (Task 4.1) | |
| 6. Essential Tests (Task 5.1 partial) | |
| ### Nice to Have: | |
| - Advanced KG features (Tasks 2.2, 2.4, 2.5) | |
| - Full agent orchestration (Tasks 3.3, 3.4) | |
| - Complete API (Tasks 4.2-4.4) | |
| - Comprehensive testing (Tasks 5.2-5.4) | |
| ## Notes | |
| - Tasks marked with 📋 are Todo | |
| - Tasks marked with 🔄 are In Progress | |
| - Tasks marked with ✅ are Done | |
| - Dependencies must be completed before starting dependent tasks | |
| - Each task should result in a PR with tests |