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Integrated AI, used deterministically

Searchspeare integrates AI directly into the editor, but with a key constraint: deterministic actions.

That means the tooling is designed for predictable outcomes—so you can trust it in production workflows.

Before you start: how LLM chat works

If you’re new to LLMs, it helps to understand one thing up front: the model doesn’t “remember” previous chats on its own.

Read: How LLMs work (context, tokens, and cost).

Typical use cases

  • Apply consistent transformations across many segments
  • Reduce repetitive “cleanup” and formatting work
  • Keep terminology and style consistent across a project

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Integrated AI (light)Integrated AI (dark)