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19dc325 | 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 52 53 | from fastapi import APIRouter, HTTPException, Depends, UploadFile, File, Form
from typing import Optional
from sqlalchemy.orm import Session
from app.api.deps import get_db
from app.services.similarity_service import SimilarityService
from app.services.jd_parser import JDParser
router = APIRouter()
similarity_service = SimilarityService()
@router.post("/match")
async def match_job_description(
resume_id: str = Form(...),
jd_text: Optional[str] = Form(None),
jd_url: Optional[str] = Form(None),
jd_file: Optional[UploadFile] = File(None),
top_k: int = Form(3),
db: Session = Depends(get_db)
):
try:
# Extract JD text
job_description = ""
if jd_text and jd_text.strip():
job_description = JDParser.extract_from_text(jd_text)
elif jd_url and jd_url.strip():
job_description = JDParser.extract_from_url(jd_url)
elif jd_file:
content = await jd_file.read()
if jd_file.filename.lower().endswith('.pdf'):
job_description = JDParser.extract_from_pdf(content)
elif jd_file.filename.lower().endswith(('.png', '.jpg', '.jpeg')):
job_description = JDParser.extract_from_image(content)
else:
raise HTTPException(status_code=400, detail="Unsupported file type")
else:
raise HTTPException(status_code=400, detail="No job description provided (text, url, or file required)")
if not job_description or not job_description.strip():
raise HTTPException(status_code=400, detail="Could not extract text from the provided job description input")
results = similarity_service.find_similar_resumes(
job_description,
k=top_k,
resume_id=resume_id,
db=db
)
return results
except HTTPException as he:
raise he
except Exception as e:
raise HTTPException(status_code=500, detail=str(e))
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