import logging import uvicorn from elasticapm.contrib.starlette import make_apm_client, ElasticAPM from fastapi import FastAPI, HTTPException from starlette.middleware.cors import CORSMiddleware from rest_api.config import APM_SERVER, APM_SERVICE_NAME from rest_api.controller.errors.http_error import http_error_handler from rest_api.controller.router import router as api_router logging.basicConfig(format="%(asctime)s %(message)s", datefmt="%m/%d/%Y %I:%M:%S %p") logger = logging.getLogger(__name__) logging.getLogger("elasticsearch").setLevel(logging.WARNING) def get_application() -> FastAPI: application = FastAPI(title="Haystack-API", debug=True, version="0.1") application.add_middleware( CORSMiddleware, allow_origins=["*"], allow_credentials=True, allow_methods=["*"], allow_headers=["*"], ) if APM_SERVER: apm_config = {"SERVICE_NAME": APM_SERVICE_NAME, "SERVER_URL": APM_SERVER, "CAPTURE_BODY": "all"} elasticapm = make_apm_client(apm_config) application.add_middleware(ElasticAPM, client=elasticapm) application.add_exception_handler(HTTPException, http_error_handler) application.include_router(api_router) return application app = get_application() logger.info("Open http://127.0.0.1:8000/docs to see Swagger API Documentation.") logger.info( """ Or just try it out directly: curl --request POST --url 'http://127.0.0.1:8000/models/1/doc-qa' --data '{"questions": ["What is the capital of Germany?"]}' """ ) if __name__ == "__main__": uvicorn.run(app, host="0.0.0.0", port=8000)