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Tech-Vision

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CosmickVisions commited on Mar 24, 2025

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f65fe10

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1 Parent(s): ec162f8

Update app.py

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app.py +232 -172

app.py CHANGED Viewed

@@ -49,151 +49,70 @@ if not os.path.exists(FAISS_INDEX_DIR):
 # Dictionary to store user-specific vectorstores
 user_vectorstores = {}
-# Modern UI HTML Template
-MODERN_UI = """
-<!DOCTYPE html>
-<html lang="en">
-<head>
-    <meta charset="UTF-8">
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>Tech-Vision AI | Advanced Code Analysis</title>
-    <link href="https://fonts.googleapis.com/css2?family=Google+Sans:wght@400;500;700&family=Roboto:wght@300;400;500&family=Roboto+Mono&display=swap" rel="stylesheet">
-    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.0/css/all.min.css">
-    <style>
-        /* CSS styles from the original HTML file */
-        :root {
-            --primary-color: #4285F4;
-            --secondary-color: #34A853;
-            --accent-color: #EA4335;
-            --yellow-color: #FBBC05;
-            --light-background: #F8F9FA;
-            --dark-text: #202124;
-            --white: #FFFFFF;
-            --border-color: #DADCE0;
-            --code-bg: #F1F3F4;
-            --shadow-sm: 0 1px 3px rgba(0,0,0,0.12), 0 1px 2px rgba(0,0,0,0.24);
-            --shadow-md: 0 4px 6px rgba(0,0,0,0.1);
-            --shadow-lg: 0 10px 20px rgba(0,0,0,0.1);
-            --transition: all 0.3s cubic-bezier(.25,.8,.25,1);
-        }
-        * {
-            margin: 0;
-            padding: 0;
-            box-sizing: border-box;
-        }
-        body {
-            background-color: var(--light-background);
-            font-family: 'Roboto', sans-serif;
-            color: var(--dark-text);
-            line-height: 1.6;
-        }
-        .container {
-            max-width: 1400px;
-            margin: 0 auto;
-            padding: 0 20px;
-        }
-        /* Add all other CSS styles from the HTML file here */
-        /* ... (include all CSS content from the provided HTML file) ... */
-    </style>
-</head>
-<body>
-    <!-- Header Section -->
-    <header>
-        <div class="container">
-            <nav class="navbar">
-                <div class="logo">
-                    <i class="fas fa-code logo-icon"></i>
-                    <span class="logo-text">Tech-Vision AI</span>
-                </div>
-                <div class="nav-links">
-                    <a href="#" class="nav-link active" data-tab-trigger="code-analysis">Code Analysis</a>
-                    <a href="#" class="nav-link" data-tab-trigger="github-results">GitHub Search</a>
-                    <a href="#" class="nav-link" data-tab-trigger="stack-results">Stack Overflow</a>
-                    <a href="#" class="nav-link" data-tab-trigger="code-explanation">Code Explainer</a>
-                </div>
-            </nav>
-        </div>
-    </header>
-    <!-- Main Content -->
-    <div class="container">
-        <div class="main-content">
-            <!-- Sidebar Section -->
-            <div class="sidebar">
-                <!-- File Upload Section -->
-                <div class="sidebar-section">
-                    <h2 class="sidebar-title"><i class="fas fa-upload"></i> Upload Code</h2>
-                    <div class="file-upload" id="dropzone">
-                        <input type="file" id="file-input" hidden accept=".py,.js,.java,.cpp,.c,.cs,.php,.rb,.go,.ts">
-                        <i class="fas fa-file-code"></i>
-                        <p>Drag & drop your code file here</p>
-                        <span>or click to browse</span>
-                    </div>
-                    <button class="upload-btn" id="analyze-btn">
-                        <i class="fas fa-search"></i> Analyze Code
-                    </button>
-                    <div class="model-selection">
-                        <select id="model-dropdown">
-                            <option value="llama3-70b-8192">llama3-70b-8192</option>
-                            <option value="mixtral-8x7b-32768">mixtral-8x7b-32768</option>
-                            <option value="gemma-7b-it">gemma-7b-it</option>
-                        </select>
-                    </div>
-                </div>
-                <!-- Tools Section -->
-                <div class="sidebar-section">
-                    <h2 class="sidebar-title"><i class="fas fa-tools"></i> Developer Tools</h2>
-                    <div class="accordion">
-                        <!-- Include all tool sections from the HTML -->
-                        <!-- ... (GitHub Search, Stack Overflow, Code Explainer) ... -->
-                    </div>
-                </div>
-                <!-- Status Section -->
-                <div class="sidebar-section">
-                    <h2 class="sidebar-title"><i class="fas fa-info-circle"></i> Status</h2>
-                    <div id="file-status">No file uploaded yet</div>
-                </div>
-            </div>
-            <!-- Main Area -->
-            <div class="main-area">
-                <!-- Tabs Navigation -->
-                <div class="tabs">
-                    <div class="tab active" data-tab="code-analysis">Code Analysis</div>
-                    <div class="tab" data-tab="github-results">GitHub Results</div>
-                    <div class="tab" data-tab="stack-results">Stack Overflow Results</div>
-                    <div class="tab" data-tab="code-explanation">Code Explanation</div>
-                </div>
-                <!-- Tab Content -->
-                <div class="tab-content">
-                    <!-- Include all tab panes from the HTML -->
-                    <!-- ... (Code Analysis, GitHub Results, etc) ... -->
-                </div>
-                <!-- Chat Section -->
-                <div class="chat-section">
-                    <!-- Chat interface from HTML -->
-                </div>
-            </div>
-        </div>
-    </div>
-    <script>
-    // JavaScript from the original implementation
-    document.addEventListener('DOMContentLoaded', () => {
-        // All JavaScript functionality
-        // ... (include all JavaScript from previous implementation) ...
-    });
-    </script>
-</body>
-</html>
 """
 # Helper functions for code analysis
@@ -665,40 +584,181 @@ def process_code_file(file_obj):
     except Exception as e:
         return None, f"Error processing file: {str(e)}", {}
-# Gradio Interface
-with gr.Blocks(css=MODERN_UI, analytics_enabled=False) as demo:
     current_session_id = gr.State(None)
     code_state = gr.State({})
-    # Hidden components for functionality
-    file_input = gr.File(visible=False)
-    chat_history = gr.State([])
-    # Main UI
-    gr.HTML(MODERN_UI)
-    # Event handlers
-    def process_uploaded_file(file):
-        session_id, status_msg, metrics = process_code_file(file)
-        return {
-            "session_id": session_id,
-            "status": status_msg,
-            "metrics": metrics
-        }
-    def handle_chat(message, session_id, model_name, history):
-        updated_history = generate_response(message, session_id, model_name, history)
-        return updated_history[-1]["content"] if updated_history else ""
-    # API endpoints
-    demo.api_endpoints = [
-        ["/api/analyze", process_uploaded_file, "POST"],
-        ["/api/chat", handle_chat, "POST"],
-        ["/api/github_search", search_github_repos, "POST"],
-        ["/api/stack_search", search_stackoverflow, "POST"],
-        ["/api/explain_code", explain_code, "POST"]
-    ]
-# Launch the application
 if __name__ == "__main__":
     demo.launch()

 # Dictionary to store user-specific vectorstores
 user_vectorstores = {}
+# Custom CSS for Tech theme
+custom_css = """
+:root {
+    --primary-color: #4285F4;
+    --secondary-color: #34A853;
+    --accent-color: #EA4335;
+    --light-background: #F8F9FA;
+    --dark-text: #202124;
+    --white: #FFFFFF;
+    --border-color: #DADCE0;
+    --code-bg: #F1F3F4;
+}
+body {
+    background-color: var(--light-background);
+    font-family: 'Google Sans', 'Roboto', sans-serif;
+}
+.container {
+    max-width: 1200px !important;
+    margin: 0 auto !important;
+    padding: 10px;
+}
+.header {
+    background-color: var(--white);
+    border-bottom: 1px solid var(--border-color);
+    padding: 15px 0;
+    margin-bottom: 20px;
+    border-radius: 12px 12px 0 0;
+    box-shadow: 0 2px 4px rgba(0,0,0,0.05);
+}
+.header-title {
+    color: var(--primary-color);
+    font-size: 1.8rem;
+    font-weight: 700;
+    text-align: center;
+}
+.header-subtitle {
+    color: var(--dark-text);
+    font-size: 1rem;
+    text-align: center;
+    margin-top: 5px;
+}
+.chat-container {
+    border-radius: 12px !important;
+    box-shadow: 0 4px 6px rgba(0,0,0,0.1) !important;
+    background-color: var(--white) !important;
+    border: 1px solid var(--border-color) !important;
+    min-height: 500px;
+}
+.tool-container {
+    background-color: var(--white);
+    border-radius: 12px;
+    box-shadow: 0 4px 6px rgba(0,0,0,0.1);
+    padding: 15px;
+    margin-bottom: 20px;
+}
+.code-block {
+    background-color: var(--code-bg);
+    padding: 12px;
+    border-radius: 8px;
+    font-family: 'Roboto Mono', monospace;
+    overflow-x: auto;
+    margin: 10px 0;
+    border-left: 3px solid var(--primary-color);
+}
 """
 # Helper functions for code analysis
     except Exception as e:
         return None, f"Error processing file: {str(e)}", {}
+# Update the Gradio interface
+with gr.Blocks(css=custom_css, theme=gr.themes.Soft()) as demo:
     current_session_id = gr.State(None)
     code_state = gr.State({})
+    gr.HTML("""
+    <div class="header">
+        <div class="header-title">Tech-Vision AI</div>
+        <div class="header-subtitle">Advanced Code Analysis & Technical Assistant</div>
+    </div>
+    """)
+    with gr.Row(elem_classes="container"):
+        with gr.Column(scale=1, min_width=300):
+            file_input = gr.File(
+                label="Upload Code File",
+                file_types=[".py", ".js", ".java", ".cpp", ".c", ".cs", ".php", ".rb", ".go", ".ts"],
+                type="binary"
+            )
+            upload_button = gr.Button("Analyze Code", variant="primary")
+            file_status = gr.Markdown("No file uploaded yet")
+            model_dropdown = gr.Dropdown(
+                choices=["llama3-70b-8192", "mixtral-8x7b-32768", "gemma-7b-it"],
+                value="llama3-70b-8192",
+                label="Select Model"
+            )
+            # Developer Tools Section
+            gr.Markdown("### Developer Tools", elem_classes="tool-title")
+            with gr.Group(elem_classes="tool-container"):  # Replace Box with Group
+                with gr.Tabs():
+                    with gr.TabItem("GitHub Search"):
+                        repo_query = gr.Textbox(label="Search Query", placeholder="Enter keywords to search for repositories")
+                        with gr.Row():
+                            language = gr.Dropdown(
+                                choices=["any", "JavaScript", "Python", "Java", "C++", "TypeScript", "Go", "Rust", "PHP", "C#"],
+                                value="any",
+                                label="Language"
+                            )
+                            min_stars = gr.Dropdown(
+                                choices=["0", "10", "50", "100", "1000", "10000"],
+                                value="0",
+                                label="Min Stars"
+                            )
+                        sort_by = gr.Dropdown(
+                            choices=["stars", "forks", "updated"],
+                            value="stars",
+                            label="Sort By"
+                        )
+                        repo_search_btn = gr.Button("Search Repositories")
+                    with gr.TabItem("Stack Overflow"):
+                        stack_query = gr.Textbox(label="Search Query", placeholder="Enter your technical question")
+                        with gr.Row():
+                            tag = gr.Dropdown(
+                                choices=["any", "python", "javascript", "java", "c++", "react", "node.js", "android", "ios", "sql"],
+                                value="any",
+                                label="Tag"
+                            )
+                            so_sort_by = gr.Dropdown(
+                                choices=["votes", "newest", "activity"],
+                                value="votes",
+                                label="Sort By"
+                            )
+                        so_search_btn = gr.Button("Search Stack Overflow")
+                    with gr.TabItem("Code Explainer"):
+                        code_input = gr.Textbox(
+                            label="Code to Explain",
+                            placeholder="Paste your code here...",
+                            lines=10
+                        )
+                        explain_btn = gr.Button("Explain Code")
+        with gr.Column(scale=2, min_width=600):
+            with gr.Tabs():
+                with gr.TabItem("Code Analysis"):
+                    with gr.Column(elem_classes="code-viewer-container"):
+                        code_metrics = gr.Markdown("No code analyzed yet", elem_classes="stats-box")
+                        code_recommendations = gr.Markdown("", elem_classes="recommendations-box")
+                with gr.TabItem("GitHub Results"):
+                    repo_results = gr.Markdown("Search for repositories to see results here")
+                with gr.TabItem("Stack Overflow Results"):
+                    stack_results = gr.Markdown("Search for questions to see results here")
+                with gr.TabItem("Code Explanation"):
+                    code_explanation = gr.Markdown("Paste your code and click 'Explain Code' to see an explanation here")
+    with gr.Row(elem_classes="container"):
+        with gr.Column(scale=2, min_width=600):
+            chatbot = gr.Chatbot(
+                height=500,
+                show_copy_button=True,
+                elem_classes="chat-container",
+                type="messages"
+            )
+            with gr.Row():
+                msg = gr.Textbox(
+                    show_label=False,
+                    placeholder="Ask about your code, type /github to search repos, or /stack to search Stack Overflow...",
+                    scale=5
+                )
+                send_btn = gr.Button("Send", scale=1)
+            clear_btn = gr.Button("Clear Conversation")
+    # Update event handlers
+    upload_button.click(
+        lambda x: process_code_file(x),
+        inputs=[file_input],
+        outputs=[current_session_id, file_status, code_state]
+    ).then(
+        lambda state: (
+            f"### Code Analysis Results\n\n"
+            f"**Language:** {state.get('language', 'Unknown')}\n"
+            f"**Total Lines:** {state.get('total_lines', 0)}\n"
+            f"**Code Lines:** {state.get('code_lines', 0)}\n"
+            f"**Comment Lines:** {state.get('comments', 0)}\n"
+            f"**Functions:** {state.get('functions', 0)}\n"
+            f"**Classes:** {state.get('classes', 0)}\n"
+            f"**Complexity Score:** {state.get('cyclomatic_complexity', 0)}\n"
+        ),
+        inputs=[code_state],
+        outputs=[code_metrics]
+    ).then(
+        lambda state: generate_recommendations(state),
+        inputs=[code_state],
+        outputs=[code_recommendations]
+    )
+    msg.submit(
+        generate_response,
+        inputs=[msg, current_session_id, model_dropdown, chatbot],
+        outputs=[chatbot]
+    ).then(lambda: "", None, [msg])
+    send_btn.click(
+        generate_response,
+        inputs=[msg, current_session_id, model_dropdown, chatbot],
+        outputs=[chatbot]
+    ).then(lambda: "", None, [msg])
+    clear_btn.click(
+        lambda: ([], None, "No file uploaded", {}, None),
+        None,
+        [chatbot, current_session_id, file_status, code_state, code_metrics]
+    )
+    # Tech tool handlers
+    repo_search_btn.click(
+        perform_repo_search,
+        inputs=[repo_query, language, sort_by, min_stars],
+        outputs=[repo_results]
+    )
+    so_search_btn.click(
+        perform_stack_search,
+        inputs=[stack_query, tag, so_sort_by],
+        outputs=[stack_results]
+    )
+    explain_btn.click(
+        explain_code,
+        inputs=[code_input],
+        outputs=[code_explanation]
+    )
+# Add footer with attribution
+gr.HTML("""
+<div style="text-align: center; margin-top: 20px; padding: 10px; color: #666; font-size: 0.8rem; border-top: 1px solid #eee;">
+    Created by Calvin Allen Crawford
+</div>
+""")
+# Launch the app
 if __name__ == "__main__":
     demo.launch()