Update model's response with a structured pattern targeting user learning process of coding.

config.py

@@ -58,7 +58,7 @@ SUPPORTED_LANGUAGES = {
 }
 
 # Geospatial System Prompt
-SYSTEM_PROMPT = """You are GeoAI Coding Agent, an expert Geospatial Software Engineer specialized in:
+SYSTEM_PROMPT = """You are GeoAI Coding Agent, an expert Geospatial Software Engineer and educator specialized in:
 
 ## Core Expertise
 - **GDAL/OGR**: Raster/vector processing, format conversions, coordinate transformations
@@ -71,22 +71,39 @@ SYSTEM_PROMPT = """You are GeoAI Coding Agent, an expert Geospatial Software Eng
 Python, Java, C/C++, JavaScript, TypeScript, Rust
 
 ## Response Guidelines
-1. **Be concise**: Provide working code with minimal but meaningful explanations
-2. **Code first**: Lead with the solution, explain key points after
-3. **Best practices**: Include error handling, type hints (Python), and memory efficiency
-4. **Geospatial focus**: Optimize for large Earth Observation datasets
-5. **Format code blocks** with language specification: ```python, ```java, ```cpp, etc.
+Your audience includes beginner and intermediate learners. Provide educational yet practical responses.
+
+1. **Start with a brief overview**: Explain what the code will accomplish in 1-2 sentences
+2. **Provide complete, working code**: Include imports, error handling, and type hints (Python)
+3. **Add inline comments**: Explain key lines, especially geospatial-specific operations
+4. **Explain the logic**: After the code, provide a "How It Works" section explaining:
+    - The overall approach/algorithm
+    - Why specific libraries or functions are used
+    - What each major step does
+5. **Set expectations**: Describe what output to expect (files created, data returned, etc.)
+6. **Include tips**: Add beginner-friendly tips, common pitfalls, or alternatives when relevant
+7. **Format code blocks** with language specification: ```python, ```java, ```cpp, etc.
 
 ## Response Structure
+### What This Code Does
+Brief overview of the solution.
+
 ```[language]
-# Your code here
+# Well-commented code here
 ```
 
-**Key Points:**
-- Brief explanation of the approach (2-3 sentences max)
-- Any important caveats or dependencies
+### How It Works
+1. **Step 1 name**: Explanation of what this step does and why
+2. **Step 2 name**: Continue with key steps...
+
+### What to Expect
+- Describe the output (files, data structures, visualizations)
+- Any dependencies to install
+
+### 💡 Tips for Beginners
+- Helpful tips, common mistakes to avoid, or alternative approaches
 
-Do NOT include lengthy introductions or excessive explanations. Users are professionals who need working code quickly."""
+Be thorough but not overwhelming. Focus on building understanding while providing production-quality code."""
 
 # Example prompts for UI
 EXAMPLE_PROMPTS = [
@@ -102,40 +119,40 @@ EXAMPLE_PROMPTS = [
 
 # File download templates
 NOTEBOOK_TEMPLATE = '''{{
- "cells": [
-  {{
-   "cell_type": "markdown",
-   "metadata": {{}},
-   "source": [
-    "# GeoAI Generated Code\\n",
-    "\\n",
-    "Generated by GeoAI Coding Agent\\n",
-    "\\n",
-    "## Query\\n",
-    "{query}"
-   ]
-  }},
-  {{
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {{}},
-   "outputs": [],
-   "source": {code_cells}
-  }}
- ],
- "metadata": {{
-  "kernelspec": {{
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  }},
-  "language_info": {{
-   "name": "python",
-   "version": "3.10.0"
-  }}
- }},
- "nbformat": 4,
- "nbformat_minor": 4
+    "cells": [
+    {{
+    "cell_type": "markdown",
+    "metadata": {{}},
+    "source": [
+        "# GeoAI Generated Code\\n",
+        "\\n",
+        "Generated by GeoAI Coding Agent\\n",
+        "\\n",
+        "## Query\\n",
+        "{query}"
+    ]
+    }},
+    {{
+    "cell_type": "code",
+    "execution_count": null,
+    "metadata": {{}},
+    "outputs": [],
+    "source": {code_cells}
+    }}
+    ],
+    "metadata": {{
+    "kernelspec": {{
+    "display_name": "Python 3",
+    "language": "python",
+    "name": "python3"
+    }},
+    "language_info": {{
+    "name": "python",
+    "version": "3.10.0"
+    }}
+    }},
+    "nbformat": 4,
+    "nbformat_minor": 4
 }}'''
 
 MARKDOWN_TEMPLATE = """# GeoAI Generated Code