changes

app.py

@@ -7,6 +7,7 @@ import json
 import psycopg2
 import pandas as pd
 import numpy as np
+from sentence_transformers import SentenceTransformer
 import spacy
 from sklearn.metrics.pairwise import cosine_similarity
 from spacy.matcher import PhraseMatcher
@@ -25,6 +26,7 @@ from SkillExtract import SkillExtractorDetails
 from ExtractContentsFromFile import ExtractContentFromFile
 from RemoveSkills import RemoveSkill
 from AddSkillDetails import AddSkill
+from SkillMatcher import SkillMatch
 import ClassModals
 import os
 os.environ['HF_HOME'] = '/hug/cache/'
@@ -34,6 +36,7 @@ app = FastAPI()
 nlp = spacy.load("en_core_web_lg")
     # init skill extractor
 skill_extractor = SkillExtractor(nlp, SKILL_DB, PhraseMatcher)
+model = SentenceTransformer('all-MiniLM-L6-v2')
 
 @app.get("/")
 async def root():
@@ -104,5 +107,11 @@ def UploadProfile(file: bytes =  File(...), FileName: str = "sample.pdf"):
     df = pd.DataFrame(data)
     return parse_csv(df) 
 
+@app.get("/GetMatchProfileByJobId/")
+def RemoveSkills(JobId : int):    
+    
+    return SkillMatch.SkillMatcher(model,db_params,JobId)
+
+
 #return JSONResponse(content={"message": "Here's your interdimensional portal." , "mes1":"data2"})
 #https://vaibhav84-resumeapi.hf.space/docs