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Add support for tool calling in HFAutoModelInferenceEngine (#1827)

* Add support for tool calling in HFAutoModelInferenceEngine

Signed-off-by: elronbandel <elronbandel@gmail.com>

* Better approach for handeling tool calling

Signed-off-by: elronbandel <elronbandel@gmail.com>

* Account for non existent task_data

Signed-off-by: elronbandel <elronbandel@gmail.com>

* clarify the purpose of extract possible json

Signed-off-by: elronbandel <elronbandel@gmail.com>

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Signed-off-by: elronbandel <elronbandel@gmail.com>
Co-authored-by: Yoav Katz <68273864+yoavkatz@users.noreply.github.com>

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