Enhance Website Cohesion and Functionality

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• [ ] 👎 Sweep Needs Improvement

  Description

  This pull request enhances the cohesion and functionality of the website by making several changes to the codebase. It includes changes to the analyst.py, brand_outreach.py, crm_scheduling.py, and main.py files.

Summary

• In analyst.py:

  • Modified the preprocess_data method to accept a target_column parameter.
  • Updated the X and y variables to use the target_column parameter instead of hardcoding the column name.
  • Modified the analyze_strategy method to accept a target_column parameter and pass it to the preprocess_data method.

• In brand_outreach.py:

  • Added an import statement for the PRMediaAgent class.
  • Added code to create a new brand collaboration, create a press release for the new collaboration, retrieve the details of the new collaboration, update the status of the new collaboration, and delete the collaboration if it is no longer active.

• In crm_scheduling.py:

  • Updated the MongoDB connection code to use environment variables for the connection details.

• In main.py:

  • Updated import statements for the AI agents.
  • Updated method calls for the AI agents.
  • Added import statements for additional modules.
  • Updated method calls for additional modules.
  • Added comments to indicate the purpose of each section of code.

These changes improve the functionality and maintainability of the website.

Fixes #2.

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Sandbox Executions

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Apply Sweep Rules to your PR?

• [ ] Apply: All new business logic should have corresponding unit tests.
• [ ] Apply: Refactor large functions to be more modular.
• [ ] Apply: Add docstrings to all functions and file headers.