Querying the Inference Store

Once you have enabled inference storage and begun sending data-alongside any potentially relevant metadata-to your model, you can start querying the Inference Store for that data. Querying the Inference Store can help you understand the production data being sent to your model and perform exploratory analysis of that data; it is a critical step in curating data for model fine-tuning.

There are two primary ways to query data in the Inference Store:

• The Chariot UI: Best for basic queries and quick visualization of input data and distributions
• The Chariot SDK: Best for advanced queries, custom analysis, and programmatic access

Choose the UI for quick exploration and the SDK for detailed analysis or integration into your workflows.