🤖 AI Plugin

Overview

The AI Plugin integrates OpenAI services into LeadCMS, providing artificial intelligence capabilities for content generation, translation, and image creation. This plugin enables automated content creation workflows and AI-powered features throughout the CMS.

Purpose

• Content Generation: Automatically create content drafts using AI based on prompts and existing content samples
• Content Translation: Translate content between multiple languages using AI
• Content Editing: Generate AI-powered content improvements and edits
• Image Generation: Create cover images for blog posts, graphics for landing pages and articles, newsletters, and other visual content using DALL-E based on text descriptions
• Text Generation: Generate various types of text content using GPT models

Key Features

Content Generation

• Generate new content drafts based on prompts and content type
• Use existing content as samples to match style and format
• Support for multiple content types and languages
• AI-powered content editing and improvement suggestions

Translation Services

• Translate content between supported languages
• Maintain context and formatting during translation

Image Generation

• Create images from text descriptions using DALL-E
• Generate marketing visuals and content illustrations
• Support for various image styles and formats

Text Generation

• Generate various types of text content
• Support for different writing styles and tones
• Customizable prompts and parameters

Configuration

Environment Variables

# OpenAI API Configuration (Required)
OPENAI__APIKEY=your-openai-api-key-here

Note: The API key should be provided through environment variables, not hardcoded in configuration files.

API Endpoints

Content Generation

• POST /api/content/ai-draft - Generate new content from a prompt

  • Input: Content type, language, prompt, and optional context
  • Output: Generated content draft with metadata

• POST /api/content/ai-edit - Generate content edits and improvements

  • Input: Existing content and edit instructions
  • Output: Improved content with suggested changes

Translation

• POST /api/content/translate - Translate content between languages
  • Input: Content, source language, target language
  • Output: Translated content with quality metrics

Prerequisites

OpenAI Account Setup

1. Create OpenAI Account: Register at platform.openai.com
2. Generate API Key: Create an API key in your OpenAI dashboard
3. Set Usage Limits: Configure appropriate usage limits and billing
4. Review Pricing: Understand OpenAI's pricing model for API usage

Security Considerations

API Key Management

• Never commit API keys to version control
• Use environment variables for sensitive configuration
• Regularly rotate API keys for security
• Monitor API usage and set appropriate limits

Content Filtering

• Review generated content before publication
• Implement content moderation workflows
• Be aware of potential bias in AI-generated content
• Establish guidelines for AI content usage

Privacy and Compliance

• Review OpenAI's data usage policies
• Ensure compliance with data protection regulations
• Consider data residency requirements
• Implement appropriate content retention policies

Troubleshooting

Common Issues

API Key Errors

• Verify the API key is correctly set in environment variables
• Check that the API key has sufficient credits
• Ensure the API key has appropriate permissions

Rate Limiting

• Monitor API usage to avoid rate limits
• Implement proper retry logic with exponential backoff
• Consider upgrading OpenAI plan for higher limits