The AI Assistant requires an LLM provider to be configured before it can generate tests, answer questions, or perform analysis. OneTest supports multiple providers so you can use your existing AI infrastructure.
The AI Assistant will not work until you configure an LLM provider. This is the first step to enabling AI features in OneTest.
Supported Providers AWS Bedrock
OpenAI
Anthropic
Azure OpenAI
Required fields:
Access Key ID
Secret Access Key
Region (e.g., us-east-1, eu-central-1)
Recommended models:
High-Tier: anthropic.claude-sonnet-4-5-20250929-v1:0
Default: anthropic.claude-sonnet-4-5-20250929-v1:0
Low-Tier: anthropic.claude-haiku-4-5-20251001-v1:0
Required fields: Recommended models:
High-Tier: gpt-4o
Default: gpt-4o
Low-Tier: gpt-4o-mini
Required fields: Recommended models:
High-Tier: claude-sonnet-4-5-20250929
Default: claude-sonnet-4-5-20250929
Low-Tier: claude-haiku-4-5-20251001
Required fields:
API Key
Endpoint URL
Deployment Name
Use your Azure OpenAI deployment names for each model tier. Model Tiers OneTest uses three model tiers for different task complexities:
Tier Purpose Examples High-Tier (reasoning)Complex analysis, test generation from requirements Generating comprehensive test suites, analyzing coverage gaps Default (balanced)General-purpose tasks Answering questions, searching tests, simple generation Low-Tier (fast)Quick, simple operations Summarization, classification, simple lookups
Setup Steps
Navigate to LLM Configuration
Go to Settings > LLM Configuration from the sidebar.
Select Provider
Click your preferred provider (Azure, AWS Bedrock, OpenAI, or Anthropic).
Enter Credentials
Fill in the required credentials for your chosen provider.
Configure Model Tiers
Enter model identifiers for each tier. Use the recommended models above or your own deployments.
Test Connection
Click Test Connection to validate your credentials and model access.
Save Configuration
Click Save Configuration to activate the AI Assistant.
Once configured, you can manage your LLM setup with Revalidate (test again), Edit (change settings), or Delete (remove configuration).
What’s Next?
AI Assistant Start using the AI Assistant to generate and search tests
MCP Servers Extend AI capabilities with external tool integrations
