Model Configurations

Overview

Model configurations define which AI language models are available in your Experio deployment. You can configure multiple models from different providers and control which ones are available to end users. Navigate to Admin > Settings > Model Configurations.

Viewing Models

The model configurations page lists all configured models with:

Name (internal identifier)
Display Name (shown to users)
Type (see Model Types)
Provider
Active status
User-Facing status (whether end users can select this model)

Creating a Model Configuration

Click Create New and fill in:

Field	Description
Name	Internal identifier (no spaces, used in API calls)
Display Name	Human-readable name shown in the UI
Type	The model type — see Model Types
Provider	The model provider (Azure OpenAI, Anthropic, Microsoft Foundry Decision, etc.)
API Configuration	JSON configuration with API keys, endpoints, model parameters, and other provider-specific settings
Active	Whether this model is available for use
User-Facing	Whether end users can select this model in the chat interface

Model Types

Type	Purpose
LLM	Language model for generating chat responses
Embedding	Model for creating vector embeddings of documents (used in semantic search)
Reranking	Model for re-ranking search results by relevance
Classification	Document classification during ingestion
Ingestion - Large	Primary entity extraction for large or complex documents
Ingestion - Medium	Optional mid-tier model for primary extraction when set on a content type
Ingestion - Small	Lightweight model for secondary ingestion steps (validation, JSON repair, disambiguation)
Decision	Decision model that returns probabilities instead of text; screens documents in graph evaluation triage

Assign ingestion models in System Settings:

CLASSIFICATION_MODEL_CONFIG
INGESTION_LARGE_MODEL_CONFIG
INGESTION_MEDIUM_MODEL_CONFIG (optional; used when a content type sets model_tier: medium)
INGESTION_SMALL_MODEL_CONFIG
DECISION_MODEL_CONFIG (optional; enables graph evaluation triage)

Content types can override the primary tier per type. See Extraction Policy.

Decision models

A Decision model uses the Foundry Decision provider (Microsoft-Decision-1 on Microsoft Foundry). It doesn’t generate text, so it can’t be used for chat or ingestion, and the Foundry Decision provider can’t be used for any other type. Its API configuration is:

{
  "endpoint": "https://<your-resource>.services.ai.azure.com",
  "deployment": "Decision-1",
  "api_key": "<key>",
  "timeout_seconds": 60
}

deployment is your deployment name, not the model name. endpoint can also be the full .../providers/microsoft/v1/systemone URL from the Foundry portal. timeout_seconds is optional. Test Connection asks the model one yes/no question and shows the probability it returned.

Testing Connections

Before activating a model, test its connection:

Click Test Connection on any model
The system sends a real API request to the provider
Results show:
- Response time
- Response preview
- Embedding dimensions (for embedding models)
- Success or error status

Always test a model connection after creation or after changing API configuration. This validates credentials, endpoints, and model availability before end users encounter issues.

Managing Models

Editing

Click any model to edit its configuration. Changes to API configuration or active status take effect immediately.

Activating/Deactivating

Toggle the Active status to enable or disable a model. Deactivated models are not available for any operation. Toggle the User-Facing status to control whether end users see the model in the model selector dropdown. Non-user-facing models can still be used by assistants as their default model.

Deleting

Remove a model configuration permanently. Ensure no assistants are configured to use the model before deleting.

Getting Started

Data Sources

Knowledge Graph

User Management

Integrations

Settings

Monitoring

Overview

Viewing Models

Creating a Model Configuration

Model Types

Decision models

Testing Connections

Managing Models

Editing

Activating/Deactivating

Deleting