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A newer version of the Gradio SDK is available: 6.1.0

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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