Added a new project

README.md

@@ -78,6 +78,7 @@ Perfect for getting started with AI engineering. These projects focus on single
 - [**Qwen3 Thinking UI**](./qwen3-thinking-ui) - Thinking UI with Qwen3:4B and Streamlit
 - [**GPT-OSS Thinking UI**](./gpt-oss-thinking-ui) - GPT-OSS with reasoning visualization
 - [**Streaming AI Chatbot**](./streaming-ai-chatbot) - Real-time AI streaming with Motia framework
+- [**YouTube Comment Classifier**](./youtube-zero-shot-classifier) - classify comments from YouTube video into custom labels using facebook/bart-large-mnli
 
 #### Basic RAG
 - [**Simple RAG Workflow**](./simple-rag-workflow) - Basic RAG with LlamaIndex and Ollama

youtube-zero-shot-classifier/LICENSE

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+MIT License
+
+Copyright (c) 2025 Joise S Arakkal
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

youtube-zero-shot-classifier/README.md

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+# 🎯 YouTube Comment Classifier using Zero-Shot Learning
+
+Analyze and classify top comments from any YouTube video into custom intent-style labels using 🤗 Hugging Face's `facebook/bart-large-mnli`. Built with a clean Gradio UI, and deployed on both **Google Colab** and **Hugging Face Spaces**.
+
+---
+
+## 🔍 Features
+
+- 🎥 Accepts any YouTube video URL
+- 🧠 Uses Zero-Shot Learning to classify comments into:
+  - `Question`, `Appreciation`, `Complaint`, `Suggestion`, `Joke`, `Spam`, `Toxic`, `Story`
+- 📈 Displays results dynamically as comments are processed
+- 🛡️ API Key is securely handled (in Colab) or via Hugging Face secrets
+- 🌐 Accessible via Colab + Hugging Face Spaces
+
+---
+
+## 🚀 Try It Now
+
+[![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1LY-mCCn-w1g25gTGH2tQyBGqAz_npZ9C?usp=sharing)
+ 
+[![Hugging Face Spaces](https://img.shields.io/badge/Hugging%20Face-Space-blue?logo=huggingface&style=flat-square)](https://huggingface.co/spaces/joise-s-arakkal/ZeroShotTube)
+
+---
+
+## 🧱 Tech Stack
+
+[![Transformers](https://img.shields.io/badge/HuggingFace-Transformers-orange?logo=huggingface)](https://huggingface.co/transformers)
+ 
+[![Gradio](https://img.shields.io/badge/Gradio-UI-blue?logo=Gradio&logoColor=white&style=flat-square)](https://gradio.app/)
+ 
+[![Google Colab](https://img.shields.io/badge/Google%20Colab-Notebook-F9AB00?logo=Google%20Colab&logoColor=white&style=flat-square)](https://colab.research.google.com/)
+ 
+[![YouTube API](https://img.shields.io/badge/YouTube%20Data%20API-v3-red?logo=YouTube&logoColor=white&style=flat-square)](https://developers.google.com/youtube/v3)
+ 
+[![Hugging Face Spaces](https://img.shields.io/badge/Spaces-HuggingFace-blue?logo=huggingface&style=flat-square)](https://huggingface.co/spaces)
+
+---
+
+Made with ❤️ using Hugging Face, Transformers, and Gradio