Spaces:
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debug sub-module adding
Browse files- Dockerfile +6 -0
- app.py +120 -63
Dockerfile
CHANGED
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@@ -33,6 +33,12 @@ ENV WEAVE_SILENT=True
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ENV MCP_TRANSPORT=http
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ENV HOST=0.0.0.0
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# Expose port for HTTP transport
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EXPOSE 7860
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ENV MCP_TRANSPORT=http
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ENV HOST=0.0.0.0
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# Set W&B cache directories to writable locations
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ENV WANDB_CACHE_DIR=/tmp/.wandb_cache
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ENV WANDB_CONFIG_DIR=/tmp/.wandb_config
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ENV WANDB_DATA_DIR=/tmp/.wandb_data
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ENV HOME=/tmp
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# Expose port for HTTP transport
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EXPOSE 7860
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app.py
CHANGED
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@@ -2,7 +2,7 @@
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"""
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HuggingFace Spaces entry point for the Weights & Biases MCP Server.
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"""
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import os
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@@ -13,42 +13,77 @@ from pathlib import Path
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# Add the src directory to Python path
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sys.path.insert(0, str(Path(__file__).parent / "src"))
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from fastapi.responses import HTMLResponse
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from fastapi.middleware.cors import CORSMiddleware
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-
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# Import and configure the MCP server components
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from wandb_mcp_server.server import (
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validate_and_get_api_key,
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setup_wandb_login,
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configure_wandb_logging,
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initialize_weave_tracing,
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register_tools,
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ServerMCPArgs
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)
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from wandb_mcp_server.utils import get_rich_logger
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# Configure logging
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logging.basicConfig(
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level=logging.INFO,
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format='%(asctime)s - %(name)s - %(levelname)s - %(message)s'
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)
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logger = get_rich_logger("huggingface-spaces-app")
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# Read the index.html file content
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INDEX_HTML_PATH = Path(__file__).parent / "index.html"
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with open(INDEX_HTML_PATH, "r") as f:
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INDEX_HTML_CONTENT = f.read()
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#
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configure_wandb_logging()
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# Create minimal args for HF Spaces (always use HTTP transport)
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args = ServerMCPArgs(
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transport="http",
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host="0.0.0.0",
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@@ -56,60 +91,82 @@ def main():
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wandb_api_key=os.environ.get("WANDB_API_KEY")
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)
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# Validate and get API key
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try:
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api_key = validate_and_get_api_key(args)
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# Perform W&B login
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setup_wandb_login(api_key)
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# Initialize Weave tracing for MCP tool calls
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weave_initialized = initialize_weave_tracing()
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logger.info("W&B API configured successfully")
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logger.info(f"Weave tracing: {'Enabled' if weave_initialized else 'Disabled'}")
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except ValueError as e:
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logger.warning(f"W&B API key not configured: {e}")
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logger.warning("
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logger.warning("Please set WANDB_API_KEY in the Space's environment variables")
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# Create
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-
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#
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"""Serve the landing page."""
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return HTMLResponse(content=INDEX_HTML_CONTENT)
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@
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async def
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"""
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}
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logger.info("
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logger.info("
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logger.info("
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logger.info(
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if __name__ == "__main__":
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main()
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"""
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HuggingFace Spaces entry point for the Weights & Biases MCP Server.
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+
Simplified approach for HF Spaces deployment.
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"""
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import os
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# Add the src directory to Python path
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sys.path.insert(0, str(Path(__file__).parent / "src"))
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# Configure W&B directories for HF Spaces (must be done before importing wandb)
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os.environ["WANDB_CACHE_DIR"] = "/tmp/.wandb_cache"
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os.environ["WANDB_CONFIG_DIR"] = "/tmp/.wandb_config"
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os.environ["WANDB_DATA_DIR"] = "/tmp/.wandb_data"
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os.environ["HOME"] = "/tmp"
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os.environ["WANDB_SILENT"] = "True"
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os.environ["WEAVE_SILENT"] = "True"
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from fastapi import FastAPI
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from fastapi.responses import HTMLResponse
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from fastapi.middleware.cors import CORSMiddleware
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import uvicorn
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# Configure logging
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logging.basicConfig(
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level=logging.INFO,
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format='%(asctime)s - %(name)s - %(levelname)s - %(message)s'
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)
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logger = logging.getLogger("huggingface-spaces-app")
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# Read the index.html file content
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INDEX_HTML_PATH = Path(__file__).parent / "index.html"
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with open(INDEX_HTML_PATH, "r") as f:
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INDEX_HTML_CONTENT = f.read()
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# Create FastAPI app
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app = FastAPI(
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title="Weights & Biases MCP Server",
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description="Model Context Protocol server for querying W&B data",
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version="0.1.0"
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)
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# Add CORS middleware
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app.add_middleware(
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CORSMiddleware,
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allow_origins=["*"],
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allow_credentials=True,
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allow_methods=["*"],
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allow_headers=["*"],
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)
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@app.get("/", response_class=HTMLResponse)
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async def index():
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"""Serve the landing page."""
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return INDEX_HTML_CONTENT
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@app.get("/health")
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async def health():
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"""Health check endpoint."""
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wandb_configured = bool(os.environ.get("WANDB_API_KEY"))
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return {
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"status": "healthy",
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"service": "wandb-mcp-server",
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"wandb_configured": wandb_configured
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}
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# Import and setup MCP functionality after basic app setup
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try:
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from wandb_mcp_server.server import (
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validate_and_get_api_key,
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setup_wandb_login,
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configure_wandb_logging,
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initialize_weave_tracing,
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create_mcp_server,
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ServerMCPArgs
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)
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# Setup W&B on import
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logger.info("Initializing W&B configuration...")
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configure_wandb_logging()
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args = ServerMCPArgs(
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transport="http",
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host="0.0.0.0",
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wandb_api_key=os.environ.get("WANDB_API_KEY")
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)
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try:
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api_key = validate_and_get_api_key(args)
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setup_wandb_login(api_key)
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logger.info("W&B API configured successfully")
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except ValueError as e:
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logger.warning(f"W&B API key not configured: {e}")
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logger.warning("Server will start but W&B operations will fail")
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# Create MCP server instance
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mcp_server = create_mcp_server("http", "0.0.0.0", 7860)
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# Try to extract the FastAPI app from FastMCP and mount it
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if hasattr(mcp_server, 'app'):
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# Mount MCP app routes under /mcp
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from fastapi import APIRouter
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mcp_router = APIRouter(prefix="/mcp")
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# Copy routes from MCP app to our router
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if hasattr(mcp_server.app, 'routes'):
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for route in mcp_server.app.routes:
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if hasattr(route, 'endpoint') and hasattr(route, 'path'):
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mcp_router.add_api_route(
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path=route.path,
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endpoint=route.endpoint,
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methods=route.methods if hasattr(route, 'methods') else ["POST", "GET"],
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)
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app.include_router(mcp_router)
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logger.info("MCP routes mounted at /mcp")
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else:
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# Fallback: Create simple MCP endpoint
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@app.post("/mcp")
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async def mcp_endpoint():
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return {"message": "MCP server is running", "status": "ready"}
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@app.get("/mcp")
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async def mcp_sse():
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from fastapi.responses import StreamingResponse
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import json
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async def event_stream():
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yield f"data: {json.dumps({'status': 'connected'})}\n\n"
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return StreamingResponse(event_stream(), media_type="text/event-stream")
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logger.warning("Using fallback MCP endpoints")
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except Exception as e:
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logger.error(f"Error setting up MCP server: {e}")
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# Provide fallback endpoints even if MCP setup fails
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@app.post("/mcp")
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async def mcp_fallback():
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return {"error": "MCP server initialization failed", "details": str(e)}
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@app.get("/mcp")
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async def mcp_sse_fallback():
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return {"error": "MCP SSE not available", "details": str(e)}
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def main():
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"""Main entry point for HuggingFace Spaces."""
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port = 7860
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host = "0.0.0.0"
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logger.info(f"Starting server on {host}:{port}")
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logger.info("Landing page: /")
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logger.info("Health check: /health")
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logger.info("MCP endpoint: /mcp")
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uvicorn.run(
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app,
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host=host,
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port=port,
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log_level="info",
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reload=False
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)
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if __name__ == "__main__":
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main()
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