from fastapi import FastAPI, HTTPException, status from pydantic import BaseModel, Field, field_validator from typing import List, Optional, Union, Dict, Any, Tuple from contextlib import asynccontextmanager import os # Global model instance model = None app = FastAPI( title="GLiNER Inference Server", description="Named Entity Recognition, Relation Extraction, and Summarization API", version="1.0.0", ) @app.get("/health") async def health_check(): """Health check endpoint""" return {"status": "healthy", "model_loaded": model is not None} @app.post("/general") async def general_extraction(request): """Named Entity Recognition endpoint""" pass @app.post("/relation-extraction") async def relation_extraction(request): """Relation Extraction endpoint""" pass @app.post("/summarization") async def summarization(request): """Summarization endpoint""" pass if __name__ == "__main__": import uvicorn port = int(os.getenv("PORT", "8000")) uvicorn.run(app, host="0.0.0.0", port=port)