Se realiza una nueva implmentacion para la autenticacion con la api de Google.

app/rag/vectorstore.py

@@ -2,16 +2,18 @@ from langchain_chroma import Chroma
 import os
 
 
-def create_verctorstore(docs_split: list, embeddings, file_name: str):
+def create_vectorstore(docs_split: list, embeddings, file_name: str):
     db_name: str = file_name.replace(".pdf", "").replace(" ", "_").lower()
-
     persist_directory: str = f"embeddings/{db_name}"
 
-    if not os.path.exists(persist_directory):
-        vectordb = Chroma.from_documents(
-            persist_directory=persist_directory,
-            documents=docs_split,
-            embedding=embeddings,
-        )
+    # Crear el directorio si no existe
+    os.makedirs(persist_directory, exist_ok=True)
 
-        return vectordb
+    # Siempre crear/actualizar el vectorstore
+    vectordb = Chroma.from_documents(
+        persist_directory=persist_directory,
+        documents=docs_split,
+        embedding=embeddings,
+    )
+
+    return vectordb