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    from ca315e7  [runtime][java] Support use Long-Term Memory in action.
     new afc0e6a  [hotfix] Bypass Pydantic validation for Java resource wrappers
     new 59d564c  [hotfix] Improve create_collection_if_not_exists 
configuration range for ChromaVectorStore
     new ea6db46  [Feature][runtime] Support the use of Python VectorStore in 
Java

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Summary of changes:
 .../api/resource/python/PythonResourceAdapter.java |  45 +++
 .../api/vectorstores/VectorStoreQueryMode.java     |  32 +-
 .../PythonCollectionManageableVectorStore.java     |  85 +++++
 .../api/vectorstores/python/PythonVectorStore.java | 156 +++++++++
 .../PythonCollectionManageableVectorStoreTest.java | 354 +++++++++++++++++++++
 .../pom.xml                                        |   5 +
 .../test/VectorStoreCrossLanguageAgent.java        | 239 ++++++++++++++
 .../test/VectorStoreCrossLanguageTest.java}        |  55 ++--
 .../resourceprovider/PythonResourceProvider.java   |   4 +-
 .../apache/flink/agents/plan/AgentPlanTest.java    |  31 ++
 .../flink_agents/api/vector_stores/vector_store.py |   4 +-
 .../vector_stores/chroma/chroma_vector_store.py    |  21 +-
 .../flink_agents/runtime/java/java_chat_model.py   |   5 +-
 .../runtime/java/java_embedding_model.py           |   6 +-
 python/flink_agents/runtime/python_java_utils.py   |  35 ++
 .../python/utils/PythonResourceAdapterImpl.java    |  57 ++++
 16 files changed, 1088 insertions(+), 46 deletions(-)
 create mode 100644 
api/src/main/java/org/apache/flink/agents/api/vectorstores/python/PythonCollectionManageableVectorStore.java
 create mode 100644 
api/src/main/java/org/apache/flink/agents/api/vectorstores/python/PythonVectorStore.java
 create mode 100644 
api/src/test/java/org/apache/flink/agents/api/vectorstores/python/PythonCollectionManageableVectorStoreTest.java
 create mode 100644 
e2e-test/flink-agents-end-to-end-tests-resource-cross-language/src/test/java/org/apache/flink/agents/resource/test/VectorStoreCrossLanguageAgent.java
 copy 
e2e-test/{flink-agents-end-to-end-tests-integration/src/test/java/org/apache/flink/agents/integration/test/VectorStoreIntegrationTest.java
 => 
flink-agents-end-to-end-tests-resource-cross-language/src/test/java/org/apache/flink/agents/resource/test/VectorStoreCrossLanguageTest.java}
 (67%)

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