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.gitignore

@@ -0,0 +1,162 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
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+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
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+
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+
+# Unit test / coverage reports
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+.tox/
+.nox/
+.coverage
+.coverage.*
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+nosetests.xml
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+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
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+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
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+#pdm.lock
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+#   in version control.
+#   https://pdm.fming.dev/latest/usage/project/#working-with-version-control
+.pdm.toml
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+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
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+
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+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/

Agents.py

@@ -0,0 +1,17 @@
+from agents.front_end_agent import FrontEndAgent
+from agents.back_end_agent import BackEndAgent
+from agents.database_agent import DatabaseAgent
+from agents.devops_agent import DevOpsAgent
+from agents.project_management_agent import ProjectManagementAgent
+from integration.integration_layer import IntegrationLayer
+
+front_end_agent = FrontEndAgent(model, tokenizer)
+back_end_agent = BackEndAgent(model, tokenizer)
+database_agent = DatabaseAgent(model, tokenizer)
+devops_agent = DevOpsAgent(model, tokenizer)
+project_management_agent = ProjectManagementAgent(model, tokenizer)
+integration_layer = IntegrationLayer(front_end_agent, back_end_agent, database_agent, devops_agent, project_management_agent)
+
+task_data = {'task': 'Create a responsive website layout'}
+result = integration_layer.process_task('front_end', task_data)
+print(result)

Clone repo

@@ -0,0 +1,2 @@
+git clone https://github.com/your-repo/mixture_of_agents.git
+cd mixture_of_agents

LICENSE

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README.md

@@ -1,5 +1,6 @@
+# Ddroidlabs-Codex-Mini
+small agentic model designed as a coding assistant
 
-```markdown
 # Mixture of Agents Model (MAM) - Full-Stack Development Team
 
 ## Overview
@@ -8,7 +9,7 @@ The Mixture of Agents Model (MAM) is an AI-driven full-stack development team th
 
 ## Folder Structure
 
-```plaintext
+```
 mixture_of_agents/
 ├── app.py
 ├── colab_notebook.ipynb
@@ -172,11 +173,8 @@ Contributions are welcome! Please fork the repository and create a pull request
 
 ## License
 
-This project is licensed under the Apache-2.0 License.
+This project is licensed under the apache-2.0  License.
 
 ## Contact
 
 For any questions or issues, please open an issue on GitHub or contact the repository maintainer.
-```
-
-This updated `README.md` should be free of YAML parsing errors and provides a comprehensive guide for setting up and running the Mixture of Agents Model.

Required Libraries.py

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+pip install transformers datasets numpy pandas

app.py

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+from flask import Flask, request, jsonify
+from transformers import AutoModelForCausalLM, AutoTokenizer
+from agents.front_end_agent import FrontEndAgent
+from agents.back_end_agent import BackEndAgent
+from agents.database_agent import DatabaseAgent
+from agents.devops_agent import DevOpsAgent
+from agents.project_management_agent import ProjectManagementAgent
+from integration.integration_layer import IntegrationLayer
+
+app = Flask(__name__)
+
+# Load the model and tokenizer
+model_name = "gpt-3"
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+model = AutoModelForCausalLM.from_pretrained(model_name)
+
+# Initialize agents
+front_end_agent = FrontEndAgent(model, tokenizer)
+back_end_agent = BackEndAgent(model, tokenizer)
+database_agent = DatabaseAgent(model, tokenizer)
+devops_agent = DevOpsAgent(model, tokenizer)
+project_management_agent = ProjectManagementAgent(model, tokenizer)
+integration_layer = IntegrationLayer(front_end_agent, back_end_agent, database_agent, devops_agent, project_management_agent)
+
+@app.route('/')
+def home():
+    return "Welcome to the Mixture of Agents Model API!"
+
+@app.route('/process', methods=['POST'])
+def process_task():
+    data = request.json
+    task_type = data.get('task_type')
+    task_data = data.get('task_data')
+    
+    if not task_type or not task_data:
+        return jsonify({"error": "task_type and task_data are required"}), 400
+
+    try:
+        result = integration_layer.process_task(task_type, task_data)
+        return jsonify({"result": result})
+    except ValueError as e:
+        return jsonify({"error": str(e)}), 400
+
+if __name__ == '__main__':
+    app.run(debug=True)

project structure.md

@@ -0,0 +1,15 @@
+mixture_of_agents/
+├── colab_notebook.ipynb
+├── dataset/
+│   └── code_finetune_dataset.json
+├── agents/
+│   ├── front_end_agent.py
+│   ├── back_end_agent.py
+│   ├── database_agent.py
+│   ├── devops_agent.py
+│   └── project_management_agent.py
+├── integration/
+│   └── integration_layer.py
+└── model/
+    ├── load_pretrained_model.py
+    └── fine_tune_model.py

systemagents.py

@@ -0,0 +1,72 @@
+class FrontEndAgent:
+    def create_ui(self, requirements):
+        # Design UI based on requirements
+        pass
+
+    def develop_ui(self):
+        # Code the UI using HTML, CSS, JavaScript, React
+        pass
+
+class BackEndAgent:
+    def design_api(self, requirements):
+        # Design RESTful APIs
+        pass
+
+    def develop_backend(self):
+        # Implement server-side logic using Node.js, Django, etc.
+        pass
+
+class DatabaseAgent:
+    def design_schema(self, requirements):
+        # Design database schema
+        pass
+
+    def manage_database(self):
+        # Handle database operations
+        pass
+
+class DevOpsAgent:
+    def setup_ci_cd(self):
+        # Setup CI/CD pipelines
+        pass
+
+    def deploy_application(self):
+        # Automate deployment process
+        pass
+
+class ProjectManagementAgent:
+    def gather_requirements(self):
+        # Interact with client to gather requirements
+        pass
+
+    def manage_project(self):
+        # Oversee project progress and task assignment
+        pass
+
+class IntegrationLayer:
+    def integrate_agents(self):
+        # Ensure seamless communication between agents
+        pass
+
+# Main Workflow
+def main():
+    pm_agent = ProjectManagementAgent()
+    fe_agent = FrontEndAgent()
+    be_agent = BackEndAgent()
+    db_agent = DatabaseAgent()
+    devops_agent = DevOpsAgent()
+    integration_layer = IntegrationLayer()
+
+    requirements = pm_agent.gather_requirements()
+    fe_agent.create_ui(requirements)
+    fe_agent.develop_ui()
+    be_agent.design_api(requirements)
+    be_agent.develop_backend()
+    db_agent.design_schema(requirements)
+    db_agent.manage_database()
+    integration_layer.integrate_agents()
+    devops_agent.setup_ci_cd()
+    devops_agent.deploy_application()
+
+if __name__ == "__main__":
+    main()

unified model.py

@@ -0,0 +1,57 @@
+class UnifiedModel:
+    def __init__(self):
+        self.shared_parameters = self.initialize_shared_parameters()
+        self.front_end_agent = self.initialize_front_end_agent()
+        self.back_end_agent = self.initialize_back_end_agent()
+        self.database_agent = self.initialize_database_agent()
+        self.devops_agent = self.initialize_devops_agent()
+        self.project_management_agent = self.initialize_project_management_agent()
+        self.coordination_mechanism = self.initialize_coordination_mechanism()
+
+    def initialize_shared_parameters(self):
+        # Initialize shared parameters for general tasks
+        pass
+
+    def initialize_front_end_agent(self):
+        # Initialize parameters for front-end tasks
+        pass
+
+    def initialize_back_end_agent(self):
+        # Initialize parameters for back-end tasks
+        pass
+
+    def initialize_database_agent(self):
+        # Initialize parameters for database tasks
+        pass
+
+    def initialize_devops_agent(self):
+        # Initialize parameters for DevOps tasks
+        pass
+
+    def initialize_project_management_agent(self):
+        # Initialize parameters for project management tasks
+        pass
+
+    def initialize_coordination_mechanism(self):
+        # Initialize mechanism for coordinating between agents
+        pass
+
+    def process_task(self, task_type, task_data):
+        # Route the task to the appropriate agent
+        if task_type == 'front_end':
+            return self.front_end_agent.process(task_data)
+        elif task_type == 'back_end':
+            return self.back_end_agent.process(task_data)
+        elif task_type == 'database':
+            return self.database_agent.process(task_data)
+        elif task_type == 'devops':
+            return self.devops_agent.process(task_data)
+        elif task_type == 'project_management':
+            return self.project_management_agent.process(task_data)
+        else:
+            raise ValueError("Unknown task type")
+
+# Example usage
+model = UnifiedModel()
+result = model.process_task('front_end', {'html': '<div></div>'})
+print(result)