Update app.py

app.py

@@ -27,7 +27,7 @@ voyage_api_key = os.getenv("VOYAGE_API_KEY")
 pc = Pinecone(api_key=pinecone_api_key)
 
 # Redis caching for reranking
-redis_client = redis.Redis(host='localhost', port=6379, db=0)
+# redis_client = redis.Redis(host='localhost', port=6379, db=0)
 
 # Initialize embeddings
 embeddings = VoyageAIEmbeddings(voyage_api_key=voyage_api_key, model="voyage-law-2")
@@ -135,9 +135,9 @@ def rerank_results(query, search_results):
         return search_results  
 
     cache_key = f"rerank:{query}"
-    cached_result = redis_client.get(cache_key)
-    if cached_result:
-        return json.loads(cached_result)
+    # cached_result = redis_client.get(cache_key)
+    # if cached_result:
+    #     return json.loads(cached_result)
 
     # Prepare input pairs for reranking
     pairs = [(query, doc["text"]) for doc in search_results]
@@ -149,7 +149,7 @@ def rerank_results(query, search_results):
 
     sorted_results = sorted(search_results, key=lambda x: x["rerank_score"], reverse=True)
 
-    redis_client.setex(cache_key, 600, json.dumps(sorted_results))  # Cache for 10 min
+    # redis_client.setex(cache_key, 600, json.dumps(sorted_results))  # Cache for 10 min
     return sorted_results