[Backport 2.x] Add multi modal default preprocess function #2662
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* Add multi modal default preprocess function Signed-off-by: zane-neo <zaniu@amazon.com> * Address comments Signed-off-by: zane-neo <zaniu@amazon.com> * address comments Signed-off-by: zane-neo <zaniu@amazon.com> * add IT Signed-off-by: zane-neo <zaniu@amazon.com> * Fix IT Signed-off-by: zane-neo <zaniu@amazon.com> * Update common/src/main/java/org/opensearch/ml/common/connector/functions/preprocess/MultiModalConnectorPreProcessFunction.java Co-authored-by: Yaliang Wu <ylwu@amazon.com> Signed-off-by: zane-neo <zaniu@amazon.com> * fix test Signed-off-by: Yaliang Wu <ylwu@amazon.com> * Add more ITs Signed-off-by: zane-neo <zaniu@amazon.com> * Fix failure ITs Signed-off-by: zane-neo <zaniu@amazon.com> * fix failure IT Signed-off-by: zane-neo <zaniu@amazon.com> * Fix failure ITs Signed-off-by: zane-neo <zaniu@amazon.com> * format code Signed-off-by: zane-neo <zaniu@amazon.com> * Add error response to make it esay to figure out the failure root cause Signed-off-by: zane-neo <zaniu@amazon.com> * format code Signed-off-by: zane-neo <zaniu@amazon.com> * rebase main Signed-off-by: zane-neo <zaniu@amazon.com> --------- Signed-off-by: zane-neo <zaniu@amazon.com> Signed-off-by: Yaliang Wu <ylwu@amazon.com> Co-authored-by: Yaliang Wu <ylwu@amazon.com> (cherry picked from commit 0e89c17)
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Backport 0e89c17 from #2500