Update README.md

README.md

@@ -13,7 +13,47 @@ short_description: Deep Research Evaluator for Long Horizon Learning Tasks
 
 # 🎵', '🎶', '🎸', '🎹', '🎺', '🎷', '🥁', '🎻
 
-A Deep Research Evaluator is a conceptual AI system designed to analyze and synthesize information from extensive research literature, such as arXiv papers, to learn about specific topics and generate code applicable to long-horizon tasks in AI. This involves understanding complex subjects, identifying relevant methodologies, and implementing solutions that require planning and execution over extended sequences.
+Deep Research Evaluator is a conceptual AI system designed to analyze and synthesize information from extensive research literature, such as arXiv papers, to learn about specific topics and generate code applicable to long-horizon tasks in AI. This involves understanding complex subjects, identifying relevant methodologies, and implementing solutions that require planning and execution over extended sequences.
+
+
+# Project Architecture
+
+- 📂 **Root Folder**  
+  - **app.py** (🤖 *Streamlit App*)  
+    - Main entry point for your Streamlit application.  
+  - **requirements.txt** (📋 *Dependencies*)  
+    - Lists all the Python packages needed to run the app.  
+  - 📂 **mycomponent** (🔧 *HTML Component*)  
+    - A subdirectory containing your custom Streamlit component code.
+    - **\_\_init\_\_.py** (🐍 *Python Init*)  
+      - Tells Python this folder is a module/package.
+    - **index.html** (🌐 *Custom HTML*)  
+      - Front-end HTML/JS/CSS for the custom component.
+
+```mermaid
+flowchart TB
+    A[📂 Root Folder] --> B[app.py 🤖<br>(Streamlit App)]
+    A --> C[requirements.txt 📋<br>(Dependencies)]
+    A --> D[📂 mycomponent 🔧<br>(HTML Component)]
+    D --> E[__init__.py 🐍<br>(Python Init)]
+    D --> F[index.html 🌐<br>(Custom HTML)]
+```
+
+---
+
+**Usage Flow**:
+
+1. You run `streamlit run app.py`.  
+2. **app.py** imports **mycomponent** to load the HTML from **index.html**.  
+3. **requirements.txt** ensures needed dependencies are installed.  
+4. The **\_\_init\_\_.py** file ensures the custom component folder is recognized as a Python package.  
+
+**Notes**:  
+- **app.py** hosts your Streamlit logic and references the **mycomponent**.  
+- **index.html** supplies the interface for any front-end custom elements.  
+- **requirements.txt** keeps the environment consistent.
+
+
 
 Key Topics and Related Papers: