Exclusion of keys

The exclusion of keys can be very beneficial to the performance and quality of the created aggregations for various reasons:

• Improved clarity --> Allow the LLM to better focus on relevant data
• Distraction elimination --> Eliminate fields that contradict each other or might otherwise confuse the LLM
• Better guidance --> Help the LLM to better align with the user intent
• Reduce context size --> Less keys result in faster responses
• Cut costs --> Fewer tokens used per request

How it works

By default, all fields are included. To exclude a field, you navigate to the collection structure and just switch the Include toggle to off: