Configure and use complex reasoning

What is complex reasoning?

Complex Reasoning enhances your AI agent’s ability to understand and respond to multi-layered queries by breaking them down into smaller components. This improves the depth, relevance, and accuracy of the responses—especially in content-rich environments.

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Note:
This feature is available exclusively for users on Premium and Enterprise plans.

How complex reasoning works:

The agent breaks down user queries into five sub-queries, isolating key components to better understand the user's intent.
A vector database is queried for each sub-query individually to retrieve the most relevant data.
The retrieved contexts are merged into one, providing comprehensive insights.
This process adds a slight latency of 1-2 seconds due to the enhanced processing.

When to use complex reasoning:

Best suited for complex, multi-dimensional queries where advanced insights are required.
Ideal for projects where the system needs to anticipate user needs and provide in-depth responses.
Avoid enabling for simple queries, as it might add unnecessary latency without significant benefits.

Key benefits of complex reasoning:

Enhanced Understanding: The agent can handle multi-dimensional queries by breaking them into smaller, manageable parts.
Improved Response Quality: Merging results from sub-queries ensures the response is thorough and contextually relevant.
Forward-Thinking AI: Anticipates user needs, delivering insights beyond the immediate query.

How to enable complex reasoning:

Click Personalize.

Click AI Intelligence tab.

Click Complex Reasonings to enable this feature for your agent.

Scroll to the Generate Responses From section.

Select one of the following:

My Data Only (Recommended): Uses only your uploaded content.
My Data + LLM: Blends your content with general language model knowledge for more diverse responses.