diff --git a/bootstraprag/templates/llamaindex/rag_with_adjacent_context/adjacent_context_rag.py b/bootstraprag/templates/llamaindex/rag_with_adjacent_context/adjacent_context_rag.py
index 936d37b..390c69b 100644
--- a/bootstraprag/templates/llamaindex/rag_with_adjacent_context/adjacent_context_rag.py
+++ b/bootstraprag/templates/llamaindex/rag_with_adjacent_context/adjacent_context_rag.py
@@ -25,7 +25,8 @@ def __init__(self, exts: List[str] = ("pdf", "text"), is_show_progress: bool = T
         llm = Ollama(model=os.environ.get("OLLAMA_LLM_MODEL"), base_url=os.environ.get("OLLAMA_BASE_URL"))
         embedding = OllamaEmbedding(model_name=os.environ.get("OLLAMA_EMBED_MODEL"),
                                     base_url=os.environ.get("OLLAMA_BASE_URL"))
-        self.qdrant_client = qdrant_client.QdrantClient(url=os.environ.get("DB_URL"), api_key=os.environ.get("DB_API_KEY"))
+        self.qdrant_client = qdrant_client.QdrantClient(url=os.environ.get("DB_URL"),
+                                                        api_key=os.environ.get("DB_API_KEY"))
 
         Settings.llm = llm
         Settings.embed_model = embedding