Search Route

@app.route('/api/v1/search', methods=['GET']) def search(): query = request.args.get('query') cached_result = redis.get(query) if cached_result: return cached_result # Simulate database query time.sleep…

# Handle user logout and invalidate authentication tokens return {"message": "Logged out successfully"} @app.post("/api/v1/auth/register") def register(): # Handle user registration return {"message": "User registered succe…

vector = decrypt(encrypted_vector) return vector # Define a function to perform vector search def search_vectors(query_vector, required_roles): token = request.headers.get('Authorization').split(' ')[1] check_roles(token, r…

from prometheus_client import start_http_server, Summary, Counter app = FastAPI() # Prometheus metrics REQUEST_TIME = Summary('request_processing_seconds', 'Time spent processing request') TOTAL_REQUESTS = Counter('total_requests', 'Total…

return response.json() except requests.exceptions.HTTPError as e: raise HTTPException(status_code=response.status_code, detail=str(e)) except requests.exceptions.ConnectionError as e: raise HTT…

return JSONResponse(content={"error_code": e.status_code, "message": e.detail}, status_code=e.status_code) try: dense_results = call_dense_retrieval(query) except HTTPException as e: de…

except requests.exceptions.Timeout as e: client.put_log_events( logGroupName='your-log-group', logStreamName='your-log-stream', logEvents=[ { …