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
- Model deployments in your Azure tenant
- API endpoints configured for each model type
- Securely managed authentication secrets
Configuration Parameters
# Primary content processing
azure.gpt4omini.deploymentUrl
# Authentication key
azure.gpt4omini.secret
# Vectorization and search
azure.textEmbed.deploymentUrl
# Authentication key
azure.textEmbed.secret
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 API endpoints and the necessary keys for your models to support or your implementation manager and Vanilla Engineering staff will make the necessary changes for you.