Update config/config.py

config/config.py

@@ -49,13 +49,13 @@ ENABLE_HYBRID_SEARCH = True
 ENABLE_QUERY_EXPANSION = True
 RERANKER_MODEL = "cross-encoder/ms-marco-MiniLM-L-6-v2"
 QUERY_EXPANSION_COUNT = 3 
-MAX_CONTEXT_LENGTH = 4000
+MAX_CONTEXT_LENGTH = 15000
 
 USE_TOTAL_BUDGET_APPROACH = True  
 
 # Embedding Settings
 EMBEDDING_MODEL = "BAAI/bge-large-en"  # Optimal for CPU
-BATCH_SIZE = 8  # Increased for better CPU utilization (adjust based on RAM)
+BATCH_SIZE = 32  # Increased for better CPU utilization (adjust based on RAM)
 
 # Paths
 OUTPUT_DIR = os.getenv("RAG_EMBEDDINGS_PATH", "./RAG/rag_embeddings")