Update ingest.py

ingest.py

@@ -59,7 +59,8 @@ def create_faiss_index():
     try:
         faiss_index = faiss.IndexFlatL2(dimension)
         faiss_index.add(embedding_vectors)
-        faiss.write_index(faiss_index, "faiss_index.index")
+        os.makedirs("faiss_index", exist_ok=True)  # Create directory if it doesn't exist
+        faiss.write_index(faiss_index, "faiss_index/index.faiss")
         logger.info(f"Created FAISS index with {len(texts)} vectors.")
     except Exception as e:
         logger.error(f"Failed to create FAISS index: {e}")