Reranking back

app/main.py

@@ -2,7 +2,7 @@
 from fastapi import FastAPI
 from fastapi.middleware.cors import CORSMiddleware
 from app.config import settings
-from app.routes import ingest_routes, ask_routes, metrics_routes
+from app.routes import ingest_routes, ask_routes, metrics_routes, debug_routes
 from app.services.vector_store import vector_store
 from app.utils.logger import setup_logger
 
@@ -27,7 +27,7 @@ app.add_middleware(
 app.include_router(ingest_routes.router, prefix="/api", tags=["Ingestion"])
 app.include_router(ask_routes.router, prefix="/api", tags=["Query"])
 app.include_router(metrics_routes.router, prefix="/api", tags=["Metrics"])
-#app.include_router(debug_routes.router, prefix="/api", tags=["Debug"])
+app.include_router(debug_routes.router, prefix="/api", tags=["Debug"])
 
 logger.info("✅ Routers initialized ::")
 for route in app.routes:

app/routes/ask_routes.py

@@ -4,7 +4,7 @@ from fastapi import APIRouter, HTTPException
 from app.models.jira_schema import QueryRequest, QueryResponse
 from app.services.retriever import retriever
 from app.services.generator import generator
-#from app.services.reranker import reranker
+from app.services.reranker import reranker
 from app.utils.response_builder import build_query_response, extract_chart_intent
 from app.utils.logger import setup_logger
 from collections import Counter
@@ -35,13 +35,13 @@ async def ask_question(request: QueryRequest):
         
         
         # Format context                
-        context = retriever.format_context(results)
+        #context = retriever.format_context(results)
 
         # 🧠 Re-rank results        
-        #logger.info("[RERANKER] Starting re-ranking process....")        
-        #reranked_results = reranker.rerank(request.query, results, top_k=5)
+        logger.info("[RERANKER] Starting re-ranking process....")        
+        reranked_results = reranker.rerank(request.query, results, top_k=5)
         # Format context, Use reranked results for context
-        #context = retriever.format_context(reranked_results) # ## Bug IO Error
+        context = retriever.format_context(reranked_results) # ## Bug IO Error
         
         # Generate answer
         answer = generator.generate_rag_response(request.query, context)