Update ingest.py

ingest.py

@@ -11,9 +11,6 @@ logging.basicConfig(level=logging.INFO)
 logger = logging.getLogger(__name__)
 
 def create_faiss_index():
-    """
-    Create a FAISS index from documents in the 'docs' directory.
-    """
     documents = []
     docs_dir = "docs"
     if not os.path.exists(docs_dir):
@@ -58,7 +55,8 @@ def create_faiss_index():
         return
 
     try:
-        faiss_index = FAISS.from_documents(texts, embeddings, index_path="faiss_index/index.faiss")
+        faiss_index = FAISS.from_documents(texts, embeddings)
+        faiss_index.save_local("faiss_index")
         logger.info(f"Created FAISS index with {len(texts)} vectors.")
     except Exception as e:
         logger.error(f"Failed to create FAISS index: {e}")