# Build and run all services
docker-compose up --build

# For detached mode (background)
docker-compose up --build -d

# View logs
docker-compose logs -f adaptive-graph-of-thoughts

Individual Docker Container:

# Build the image
docker build -t adaptive-graph-of-thoughts:latest .

# Run the container
docker run -p 8000:8000 -v $(pwd)/config:/app/config adaptive-graph-of-thoughts:latest

Production Deployment:

# Use production compose file
docker-compose -f docker-compose.prod.yml up --build -d

Notes on Specific Deployment Platforms

Smithery.ai: Deployment to the Smithery.ai platform typically involves using the provided Docker image directly.
- Consult Smithery.ai's specific documentation for instructions on deploying custom Docker images.
- Port Configuration: Ensure that the platform is configured to expose port 8000 (or the port configured via APP_PORT if overridden) for the Adaptive Graph of Thoughts container, as this is the default port used by the FastAPI application.
- Health Checks: Smithery.ai may use health checks to monitor container status. The Adaptive Graph of Thoughts Docker image includes a HEALTHCHECK instruction that verifies the /health endpoint (e.g., http://localhost:8000/health). Ensure Smithery.ai is configured to use this endpoint if it requires a specific health check path.
- The provided Dockerfile and docker-compose.prod.yml serve as a baseline for understanding the container setup. Adapt as per Smithery.ai's requirements.

Access the Services:
- API Documentation: http://localhost:8000/docs
- Health Check: http://localhost:8000/health
- MCP Endpoint: http://localhost:8000/mcp

🔌 API Endpoints

The primary API endpoints exposed by Adaptive Graph of Thoughts are:

MCP Protocol Endpoint: POST /mcp

This endpoint is used for communication with MCP clients like Claude Desktop.

Example Request for the asr_got.query method:

{
  "jsonrpc": "2.0",
  "method": "asr_got.query",
  "params": {
    "query": "Analyze the relationship between microbiome diversity and cancer progression.",
    "parameters": {
      "include_reasoning_trace": true,
      "include_graph_state": false
    }
  },
  "id": "123"
}

Other supported MCP methods include initialize and shutdown.

Health Check Endpoint: GET /health
- Provides a simple health status of the application.
- Example Response:
```
{
  "status": "healthy",
  "version": "0.1.0" 
}
```
  (Note: The timestamp field shown previously is not part of the current health check response.)

The advanced API endpoints previously listed (e.g., /api/v1/graph/query) are not implemented in the current version and are reserved for potential future development.

Session Handling (`session_id`)

Currently, the session_id parameter available in API requests (e.g., for asr_got.query

Categories

Current Category: graph-algorithms

Adaptive-Graph-of-Thoughts-MCP-server