update op.file#13

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jinliyl wants to merge 8 commits intomainfrom

vector_store_update

Commits on Dec 15, 2025

Commits on Dec 16, 2025

feat(message): add format_message method to Message class
jinliyl
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test(memory): enhance vector store tests with metadata and multi-key filters
jinliyl
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Commits on Dec 17, 2025

feat(logging): improve logging for chat methods
jinliyl
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Commits on Dec 18, 2025

feat(storage): update cache handler to accept Path objects
jinliyl
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Commits on Dec 21, 2025

refactor(core): remove deprecated save_load_cache method
jinliyl
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