Bring Your Own AI: API Key Configuration OptionsVanilla Forums offers flexible AI integration options. Organizations can choose between using their own AI infrastructure or Vanilla's managed AI services.
Feature Categories
BYOAPI-Supported Features (Azure OpenAI)
These features allow you to configure your own Azure OpenAI endpoints:
- Sentiment Analysis: Analyze emotional tone of posts and comments
- Content Summarization: Generate AI-powered summaries
- Text Embeddings & Vectorization: Create semantic search capabilities
- AI Content Suggestions: Smart content recommendations
- Translation Services: Multi-language content translation
Vanilla-Managed Features (Nexus AI)
These features require Vanilla's managed AI infrastructure:
- AI Search Assistant: Conversational search interface with contextual responses
- AI Chat Sessions: Interactive Q&A with session management
- Ask the Community Integration: AI-to-human handoff functionality
- Contextual Search Results: AI-enhanced search with source citation
Feature Comparison Matrix
Feature Name | BYOAPI Support | Infrastructure |
|---|
Sentiment Analysis | ✅ Yes | Azure OpenAI |
Content Summarization | ✅ Yes | Azure OpenAI |
Text Embeddings | ✅ Yes | Azure OpenAI |
Translation Services | ✅ Yes | Azure OpenAI |
AI Search Assistant | ❌ No | Nexus AI |
AI Chat Sessions | ❌ No | Nexus AI |
Ask the Community | ❌ No | Nexus AI |
Contextual Search | ❌ No | Nexus AI |
BYOAPI Configuration
Required Azure OpenAI Setup
- Active Azure subscription with OpenAI service enabled
- Required AI deployments in your Azure tenant
- API endpoints configured for each supported AI capability
- Securely managed authentication secrets
Configuration Parameters
Configure deployment endpoints and authentication details for each supported AI capability in your Azure environment.
Benefits
BYOAPI Benefits
- Data Control: Content processed within your Azure tenant
- Compliance: Meets strict data residency requirements
- Cost Transparency: Direct Azure OpenAI consumption billing
- Performance: Dedicated resources, no sharing with other customers
Vanilla-Managed Benefits
- Zero Configuration: No Azure setup required
- Automatic Updates: Latest AI capabilities deployed automatically
- Community Context: AI trained on community-specific patterns
- Feature Innovation: Early access to new AI capabilities
Implementation
For implementation, provide the required deployment endpoints and authentication details, or your implementation manager and Vanilla Engineering staff can make the necessary changes for you.