Using Deep Reasoning

Use Deep Reasoning Mode when precision and transparency in multi-layered analysis are more important than speed.

Where to Find It

The Deep Reasoning Mode toggle is located at the top-right corner of the chat interface. You can enable or disable it on a per-question basis during a session, allowing you to choose when deeper analysis is necessary.


What It Does

Connecty AI Intent Graph
Example of Intent Graph when Deep Reasoning mode is enabled

When enabled, Deep Reasoning Mode activates multi-intent decomposition for complex problem solving. The system:

  • Breaks down the main question into a graph of interdependent sub-intents.

  • Generates autonomous semantic graph for each sub-intent, allowing for rich contextual exploration.

  • Uses these semantic graph to build a structured understanding of the problem, improving interpretability and precision.

This is especially useful for queries involving compound logic, ambiguous phrasing, or multi-step analytical chains.


Impact & Things to Consider

  • Increased Analytical Depth: Produces more thoughtful, nuanced answers for complex or layered questions.

  • Higher Latency: This mode introduces additional compute overhead, so responses may take longer to generate.

  • Flexible Control: You can toggle it on or off for each question, depending on the level of reasoning required.


Inspector Behavior in Sub-Intent Nodes

The 'Inspector' - which reveals detailed metadata for entities in the semantic graph on double clicking any node - is currently available only for entities in the semantic graph of the main intent i.e. the root node, instead of the sub-intents.

  • For sub-intent nodes, the Inspector is disabled by design to keep these graph streamlined and easier to navigate.

  • Clicking on entities in sub-intents will not open the Inspector.

  • If deeper details about an entity are needed, navigate back to the root node’s semantic graph where inspection is fully supported.

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