File size: 1,130 Bytes
56567e7 dceefee 56567e7 dceefee 56567e7 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 | from fastapi import FastAPI, HTTPException
from fastapi.middleware.cors import CORSMiddleware
from pydantic import BaseModel
from search import find_company_items
app = FastAPI(
title="Master Dataset Semantic Search API",
description="Semantic Search using Sentence Transformers + FAISS",
version="1.0.0"
)
# CORS
app.add_middleware(
CORSMiddleware,
allow_origins=["*"],
allow_credentials=True,
allow_methods=["*"],
allow_headers=["*"],
)
# Request Model
class SearchRequest(BaseModel):
query: str
threshold: float = 0.50
@app.get("/")
def home():
return {
"status": "running",
"message": "Master Dataset Semantic Search API",
"docs": "/docs"
}
@app.post("/search")
def search(request: SearchRequest):
try:
results = find_company_items(
request.query,
threshold=request.threshold
)
return {
"query": request.query,
"total_results": len(results),
"results": results
}
except Exception as e:
raise HTTPException(status_code=500, detail=str(e)) |