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feat: iterative search pattern / deep research pattern #401

@jakelorocco

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@jakelorocco

This should be a mellea function that iteratively searches for a desired answer. For example, it could continuously query sources until a final source / answer is found.

It might be the case that this can be implemented in our existing react / rag problem solving frameworks. If so, we should add an example demonstrating that.

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