From f115661e16ad4bd262d9e9bdaec2b9f51bd91edd Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=C3=81kos=20Luk=C3=A1cs?= <AkosLukacs42@gmail.com>
Date: Tue, 22 Jul 2025 14:37:15 +0200
Subject: [PATCH] Fix "A Simple Program" example in README.md

The example should use ainsert and aquery. Fixes #1723
---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 49290bd7..c68665c1 100644
--- a/README.md
+++ b/README.md
@@ -218,12 +218,12 @@ async def main():
     try:
         # Initialize RAG instance
         rag = await initialize_rag()
-        rag.insert("Your text")
+        await rag.ainsert("Your text")
 
         # Perform hybrid search
         mode = "hybrid"
         print(
-          await rag.query(
+          await rag.aquery(
               "What are the top themes in this story?",
               param=QueryParam(mode=mode)
           )