From 93d31b6ae4a78763b8fded7fcd93d4b20a1965cd Mon Sep 17 00:00:00 2001
From: Abhiranjan Kumar <2400030581@kluniversity.in>
Date: Mon, 3 Nov 2025 12:38:30 +0530
Subject: [PATCH 1/2] corrected grammar in README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 182d36a8d905..a964798cfca7 100644
--- a/README.md
+++ b/README.md
@@ -34,7 +34,7 @@
   </a>
 
 <!-- Short description: -->
-  <h3>All algorithms implemented in Python - for education 📚</h3>
+  <h3>All algorithms implemented in Python - for educational purposes 📚</h3>
 </div>
 
 Implementations are for learning purposes only. They may be less efficient than the implementations in the Python standard library. Use them at your discretion.

From 88fd9b3c69210b4c09778b90160295bd7b44948d Mon Sep 17 00:00:00 2001
From: ABHIRANJAN-KUMAR1 <abhiranjansinghmath@gmail.com>
Date: Thu, 6 Nov 2025 19:19:27 +0530
Subject: [PATCH 2/2] Enhance README.md: formatting, clarity, and educational
 notes

---
 README.md | 12 ++++++++----
 1 file changed, 8 insertions(+), 4 deletions(-)

diff --git a/README.md b/README.md
index a964798cfca7..407e0c40f61e 100644
--- a/README.md
+++ b/README.md
@@ -34,14 +34,17 @@
   </a>
 
 <!-- Short description: -->
-  <h3>All algorithms implemented in Python - for educational purposes 📚</h3>
+  <h3>All algorithms are implemented in Python — for educational purposes 📚</h3>
 </div>
 
-Implementations are for learning purposes only. They may be less efficient than the implementations in the Python standard library. Use them at your discretion.
+
+ ⚠️ Disclaimer: The algorithms provided here are for educational purposes only.
+ Performance and efficiency may differ from Python's standard library implementations.Use responsibly.
 
 ## 🚀 Getting Started
 
-📋 Read through our [Contribution Guidelines](CONTRIBUTING.md) before you contribute.
+📋 To ensure a smooth contribution process, please review our [Contribution Guidelines](CONTRIBUTING.md) before making any changes or submitting pull requests.
+
 
 ## 🌐 Community Channels
 
@@ -49,4 +52,5 @@ We are on [Discord](https://the-algorithms.com/discord) and [Gitter](https://git
 
 ## 📜 List of Algorithms
 
-See our [directory](DIRECTORY.md) for easier navigation and a better overview of the project.
+Refer to the [directory](DIRECTORY.md) for structured navigation and an in-depth overview of the algorithms included in this project.
+