Update main.py

main.py

@@ -7,10 +7,6 @@ import uvicorn
 from fastapi.middleware.cors import CORSMiddleware
 from utils import read_file, fetch_job_description, optimize_resume_api
 import logging
-from fastapi_cache import FastAPICache
-from fastapi_cache.backends.inmemory import InMemoryBackend
-from fastapi_cache.decorator import cache
-import hashlib
 
 # Set up logging
 logging.basicConfig(level=logging.DEBUG)
@@ -35,12 +31,7 @@ def verify_token(credentials: HTTPAuthorizationCredentials = Depends(security)):
         raise HTTPException(status_code=401, detail="Invalid authentication token")
     return token
 
-def generate_cache_key(resume_content: str, job_description_content: str) -> str:
-    combined = resume_content + job_description_content
-    return hashlib.md5(combined.encode()).hexdigest()
-
 @app.post("/api/optimize-resume", response_model=OptimizationResponse, responses={400: {"model": ErrorResponse}, 401: {"model": ErrorResponse}, 500: {"model": ErrorResponse}})
-@cache(expire=36000000)  # Cache for n seconds
 async def optimize_resume(
     resume: Optional[UploadFile] = File(None),
     resumeText: Optional[str] = Form(None),
@@ -67,31 +58,17 @@ async def optimize_resume(
         else:
             job_description_content = fetch_job_description(jobDescriptionUrl)
 
-        # Generate cache key
-        cache_key = generate_cache_key(resume_content, job_description_content)
-
-        # Check cache
-        cached_result = await FastAPICache.get(cache_key)
-        if cached_result:
-            return OptimizationResponse(**cached_result)
-
         # Perform optimization
         optimized_resume = optimize_resume_api(resume_content, job_description_content)
 
         metadata = {
-            "original_resume": resume_content,
-            "original_jd": job_description_content
-        }
+            "original_resume":resume_content,
+            "original_jd": job_description_content}
 
-        result = OptimizationResponse(
+        return OptimizationResponse(
             optimizedResume=optimized_resume,
             metadata=metadata
         )
-
-        # Cache the result
-        await FastAPICache.set(cache_key, result.dict(), expire=36000000)
-
-        return result
     except ValueError as ve:
         logger.error(f"ValueError occurred: {str(ve)}", exc_info=True)
         raise HTTPException(status_code=400, detail=str(ve))
@@ -103,9 +80,5 @@ async def optimize_resume(
 async def http_exception_handler(request: Request, exc: HTTPException):
     return JSONResponse(status_code=exc.status_code, content={"detail": exc.detail})
 
-@app.on_event("startup")
-async def startup():
-    FastAPICache.init(InMemoryBackend(), prefix="fastapi-cache")
-
 if __name__ == "__main__":
     uvicorn.run(app, host="0.0.0.0", port=8000, debug=True)