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### What problem does this PR solve? This is a follow-up of #7088 , adding a knowledge base type input to the `Begin` component, and a knowledge base selector to the agent flow debug input panel:  then you can select one or more knowledge bases when testing the agent:  Note: the lines changed in `agent/component/retrieval.py` after line 94 are modified by `ruff format` from the `pre-commit` hooks, no functional change. ### Type of change - [ ] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [ ] Documentation Update - [ ] Refactoring - [ ] Performance Improvement - [ ] Other (please describe):