Spaces:
Sleeping
Sleeping
| title: MaterialScienceGPT | |
| colorFrom: purple | |
| colorTo: yellow | |
| sdk: gradio | |
| sdk_version: 5.25.0 | |
| app_file: app.py | |
| pinned: false | |
| license: mit | |
| short_description: 'GPT for Materials Science appplications ' | |
| # 🧪 Materials Science Expert Chatbot | |
| Welcome to the **Materials Science Expert Chatbot** — an AI-powered assistant specialized in helping you choose the **best materials for specific applications**. | |
| This chatbot is powered by the **Groq API (LLaMA 3.1-8B)** and is tailored to only respond to **Materials Science-related queries**. | |
| --- | |
| 🧑🔬 Built For | |
| Highschool Student | |
| Chemistry & Physics enthusiasts | |
| Computational Scientists | |
| Materials scientists | |
| Engineering students | |
| Product designers and R&D teams | |
| Anyone interested in smart material selection using AI | |
| ## 🔍 What Can This Chatbot Do? | |
| - ✅ Suggest the **top 3 materials** for a given application | |
| - ✅ Explain the **required properties** for the application | |
| - ✅ Provide a **side-by-side comparison table** of key material properties (mechanical, thermal, chemical) | |
| - ✅ Recommend suitable materials based on different scenarios | |
| - ❌ Will **not respond** to unrelated questions (e.g., history, general knowledge) | |
| --- | |
| ## 💬 Example Questions | |
| You can ask things like: | |
| - *What are the best corrosion-resistant materials for marine environments (e.g., desalination)?* | |
| - *Which materials are ideal for solar panel coatings and desert heat management?* | |
| - *What materials are used for aerospace structures in extreme climates?* | |
| - *What advanced materials are used in electric vehicles and batteries in the UAE?* | |
| - *How can one leverage AI/ML techniques in Materials Science?* | |
| The bot will return a clean, structured comparison of the best material options along with their justifications. | |
| --- | |
| ## 🚀 How to Use | |
| 1. Type your question in the textbox (e.g., “Best materials for aerospace applications”) | |
| 2. Click **Submit** (orange button) or press **Enter** | |
| 3. View the expert response including a **materials comparison table** | |
| 4. Browse popular questions for inspiration | |
| --- | |
| ## 🧠 Powered By | |
| - **[Groq API](https://groq.com/)** – Ultra-fast inference using LLaMA 3.1-8B | |
| - **[Gradio](https://gradio.app/)** – Beautiful and interactive UI | |
| - **Python** – Backend glue and logic | |
| - Optionally expandable with: | |
| - CSV/PDF table downloads | |
| - CIF/3D material structure viewing | |
| - AI/ML integration for predictive material selection | |
| --- | |
| ## 🔐 Environment Variables | |
| Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference | |