From 90659b60ffc6a2dd6240d7d058a916f2e5920b94 Mon Sep 17 00:00:00 2001
From: Sameer Aftab <53132294+Sameer-aftab@users.noreply.github.com>
Date: Mon, 20 Oct 2025 07:26:12 +0500
Subject: [PATCH] AI Chat Summarizer (Python + Transformers)

Uses a pretrained Hugging Face model to summarize text/chat logs.
---
 Machine Learning/ChatSummarizer.py | 13 +++++++++++++
 1 file changed, 13 insertions(+)
 create mode 100644 Machine Learning/ChatSummarizer.py

diff --git a/Machine Learning/ChatSummarizer.py b/Machine Learning/ChatSummarizer.py
new file mode 100644
index 0000000..2cc912c
--- /dev/null
+++ b/Machine Learning/ChatSummarizer.py	
@@ -0,0 +1,13 @@
+from transformers import pipeline
+
+summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
+
+chat_log = """
+User: Hey, how can I reset my password?
+Bot: Click on 'Forgot Password' on the login screen.
+User: Thanks! Also, can I change my email later?
+Bot: Yes, you can update it in Settings > Profile.
+"""
+
+summary = summarizer(chat_log, max_length=40, min_length=10, do_sample=False)
+print(summary[0]['summary_text'])