Multi-Agent-Coding-Assistant/index.html at main · pheonix-19/Multi-Agent-Coding-Assistant · GitHub

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<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>Autonomous Multi-Agent Coding Assistant</title>
    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0/css/all.min.css">
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            margin: 25px 0 15px;
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        p {
            margin-bottom: 15px;
            font-size: 1.05rem;
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        /* Agent Cards */
        .agents-grid {
            display: grid;
            grid-template-columns: repeat(auto-fill, minmax(280px, 1fr));
            gap: 25px;
            margin: 30px 0;
        }

        .agent-card {
            background: white;
            border-radius: 12px;
            padding: 25px;
            box-shadow: 0 5px 15px rgba(0, 0, 0, 0.05);
            transition: all 0.3s ease;
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        .agent-card:hover {
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        /* Code Blocks */
        .code-container {
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            margin: 0;
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            color: #f8f8f2;
            font-size: 0.95rem;
            line-height: 1.5;
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        /* Workflow */
        .workflow {
            margin: 30px 0;
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        .workflow-step {
            display: flex;
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                grid-template-columns: 1fr;
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            }
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        img {
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            display: block;
            margin: 0 auto;
        }
        iframe {
            max-width: 100%;
            height: 450px;
        }

        @media (max-width: 768px) {
            iframe {
                width: 100%;
                height: 200px; /* Adjust height for smaller screens */
            }
        }
    </style>
</head>
<body>
    <header>
        <div class="container">

            <h1>Autonomous Multi-Agent Coding Assistant</h1>
            <p>A collaborative system of specialized AI agents that work together to design, code, and debug software projects autonomously.</p>
        </div>


    </header>

    <main class="container">
        <div style="text-align: center; margin-bottom: 20px;">
            <iframe width="1000" height="500" src="https://www.youtube.com/embed/YKB0TU1-OTo"></iframe>
        </div>
        <section id="how-it-works">
            <h2>How It Works</h2>

            <p>The system uses multiple AI agents with specialized skills that coordinate through a central orchestrator to solve complex programming tasks. Each agent has a specific role in the workflow:</p>
            <img src="image.png" alt="alt text" width="1200" height="400">
            <div class="agents-grid">
                <div class="agent-card">
                    <h3><i class="fas fa-sitemap"></i> Architect Agent</h3>
                    <p>Designs system architecture and component relationships. It analyzes the task requirements and creates a detailed design specification, including components, interfaces, and data flow.</p>
                </div>

                <div class="agent-card">
                    <h3><i class="fas fa-code"></i> Coder Agent</h3>
                    <p>Transforms specifications into working code. It takes the design created by the Architect Agent and generates functional code for each component.</p>
                </div>

                <div class="agent-card">
                    <h3><i class="fas fa-vial"></i> Tester Agent</h3>
                    <p>Creates test cases and validates functionality. It ensures that the generated code meets the requirements and works as expected by running automated tests.</p>
                </div>

                <div class="agent-card">
                    <h3><i class="fas fa-bug"></i> Debugger Agent</h3>
                    <p>Identifies and fixes issues in code. If the Tester Agent finds any issues, the Debugger Agent analyzes the test results and applies fixes to the code.</p>
                </div>

                <div class="agent-card">
                    <h3><i class="fas fa-project-diagram"></i> Orchestrator</h3>
                    <p>Coordinates agent activities and manages workflow. It ensures that all agents work together in a seamless and efficient manner.</p>
                </div>
            </div>
        </section>

        <section id="code-architecture">
            <h2>Code Architecture</h2>

            <h3>Orchestrator Implementation</h3>
            <p>The Orchestrator is the central component of the system. It initializes all agents, manages the shared memory, and coordinates the workflow. Below is an example of its implementation:</p>

            <div class="code-container">
                <h3>Orchestrator.py</h3>
                <pre><code><span class="keyword">class</span> <span class="class">Orchestrator</span>:
    <span class="keyword">def</span> <span class="function">__init__</span>(self):
        self.agents = {
            <span class="string">"architect"</span>: ArchitectAgent(),
            <span class="string">"coder"</span>: CoderAgent(),
            <span class="string">"tester"</span>: TesterAgent(),
            <span class="string">"debugger"</span>: DebuggerAgent()
        }
        self.shared_memory = SharedMemory()

    <span class="keyword">def</span> <span class="function">process_task</span>(self, task):
        <span class="comment"># 1. Architect creates design</span>
        design = self.agents[<span class="string">"architect"</span>].design(task)
        self.shared_memory.save(<span class="string">"design"</span>, design)

        <span class="comment"># 2. Coder implements design</span>
        code = self.agents[<span class="string">"coder"</span>].implement(self.shared_memory.get(<span class="string">"design"</span>))
        self.shared_memory.save(<span class="string">"code"</span>, code)

        <span class="comment"># 3. Tester verifies implementation</span>
        test_results = self.agents[<span class="string">"tester"</span>].test(self.shared_memory.get(<span class="string">"code"</span>))
        self.shared_memory.save(<span class="string">"test_results"</span>, test_results)

        <span class="comment"># 4. Debugger fixes issues if tests fail</span>
        <span class="keyword">if</span> <span class="keyword">not</span> test_results[<span class="string">"passed"</span>]:
            fixes = self.agents[<span class="string">"debugger"</span>].debug(
                self.shared_memory.get(<span class="string">"code"</span>),
                self.shared_memory.get(<span class="string">"test_results"</span>)
            )
            self.shared_memory.save(<span class="string">"code"</span>, fixes)

        <span class="keyword">return</span> self.shared_memory.get(<span class="string">"code"</span>)</code></pre>
            </div>

            <h3>Agent Implementations</h3>
            <p>Each agent has a specific role and is implemented as a separate class. Below are examples of their implementations:</p>

            <div class="code-container">
                <h3>ArchitectAgent.py</h3>
                <pre><code><span class="keyword">class</span> <span class="class">ArchitectAgent</span>:
    <span class="keyword">def</span> <span class="function">design</span>(self, task_description):
        <span class="string">"""
        Analyze task requirements and create system design.
        """</span>
        requirements = self._extract_requirements(task_description)
        patterns = self._identify_patterns(requirements)
        components = self._design_components(requirements, patterns)
        interfaces = self._define_interfaces(components)
        <span class="keyword">return</span> {
            <span class="string">"requirements"</span>: requirements,
            <span class="string">"patterns"</span>: patterns,
            <span class="string">"components"</span>: components,
            <span class="string">"interfaces"</span>: interfaces
        }</code></pre>
            </div>

            <div class="code-container">
                <h3>CoderAgent.py</h3>
                <pre><code><span class="keyword">class</span> <span class="class">CoderAgent</span>:
    <span class="keyword">def</span> <span class="function">implement</span>(self, design):
        <span class="string">"""
        Convert design specifications to code implementation.
        """</span>
        implementation_plan = self._create_implementation_plan(design)
        code_files = {}
        <span class="keyword">for</span> component <span class="keyword">in</span> design[<span class="string">"components"</span>]:
            code_files[component[<span class="string">"name"</span>]] = self._implement_component(
                component, design[<span class="string">"interfaces"</span>]
            )
        <span class="keyword">return</span> code_files</code></pre>
            </div>

            <div class="code-container">
                <h3>TesterAgent.py</h3>
                <pre><code><span class="keyword">class</span> <span class="class">TesterAgent</span>:
    <span class="keyword">def</span> <span class="function">test</span>(self, code):
        <span class="string">"""
        Validate the code by running test cases.
        """</span>
        test_results = self._run_tests(code)
        <span class="keyword">return</span> test_results</code></pre>
            </div>

            <div class="code-container">
                <h3>DebuggerAgent.py</h3>
                <pre><code><span class="keyword">class</span> <span class="class">DebuggerAgent</span>:
    <span class="keyword">def</span> <span class="function">debug</span>(self, code, test_results):
        <span class="string">"""
        Fix issues in the code based on test results.
        """</span>
        fixed_code = self._apply_fixes(code, test_results)
        <span class="keyword">return</span> fixed_code</code></pre>
            </div>
        </section>

        <section id="workflow">
            <h2>Workflow Steps</h2>
            <p>The workflow of the system is divided into the following steps:</p>

            <div class="workflow">
                <div class="workflow-step">
                    <div class="step-number">1</div>
                    <div class="step-content">
                        <h4>Architecture Design</h4>
                        <p>The Architect Agent analyzes the task requirements and creates a system design specification.</p>
                    </div>
                </div>

                <div class="workflow-step">
                    <div class="step-number">2</div>
                    <div class="step-content">
                        <h4>Code Implementation</h4>
                        <p>The Coder Agent translates the design into functional code.</p>
                    </div>
                </div>

                <div class="workflow-step">
                    <div class="step-number">3</div>
                    <div class="step-content">
                        <h4>Testing</h4>
                        <p>The Tester Agent creates test cases and validates the implementation.</p>
                    </div>
                </div>

                <div class="workflow-step">
                    <div class="step-number">4</div>
                    <div class="step-content">
                        <h4>Debugging</h4>
                        <p>The Debugger Agent fixes issues identified during testing.</p>
                    </div>
                </div>

                <div class="workflow-step">
                    <div class="step-number">5</div>
                    <div class="step-content">
                        <h4>Final Output</h4>
                        <p>The final, tested, and debugged code is returned as the output of the entire process.</p>
                    </div>
                </div>
            </div>
        </section>

        <section id="features-benefits">
            <h2>Features & Benefits</h2>

            <div class="list-container">
                <div class="feature-list">
                    <h3><i class="fas fa-star"></i> Key Features</h3>
                    <ul>
                        <li>Specialized agents with distinct capabilities.</li>
                        <li>Shared memory system for collaboration.</li>
                        <li>Iterative refinement process.</li>
                        <li>Autonomous workflow management.</li>
                        <li>Modular design for easy extension.</li>
                        <li>Fault-tolerant through automatic debugging.</li>
                    </ul>
                </div>

                <div class="benefit-list">
                    <h3><i class="fas fa-award"></i> System Benefits</h3>
                    <ul>
                        <li>Reduces development time by automating repetitive tasks.</li>
                        <li>Ensures consistent code quality through systematic testing.</li>
                        <li>Leverages specialized expertise for each development phase.</li>
                        <li>Provides comprehensive documentation of the development process.</li>
                        <li>Scales across different project sizes and complexity levels.</li>
                        <li>Adapts to various programming languages and frameworks.</li>
                    </ul>
                </div>
            </div>
        </section>
    </main>

    <footer>
        <div class="container">
            <p>Autonomous Multi-Agent Coding Assistant </p>
        </div>
    </footer>
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