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    from a5d8ce2b [test] Enable Java Vector Store Cross-Language Test in CI
     new 18dfef91 [api][java] Provide constant to point a resource to avoid 
importing integration package.
     new 8111811b [api][python] Provide constant to point a resource to avoid 
importing integration package.
     new bbf61d01 [doc] Update documents after using constant in resource 
descriptor.

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Summary of changes:
 .../apache/flink/agents/api/resource/Constant.java |  82 +++++++++++
 docs/content/docs/development/chat_models.md       |  32 ++---
 docs/content/docs/development/embedding_models.md  |  12 +-
 docs/content/docs/development/react_agent.md       |   4 +-
 docs/content/docs/development/vector_stores.md     |  32 ++---
 docs/content/docs/development/workflow_agent.md    |   4 +-
 .../docs/get-started/quickstart/react_agent.md     |  45 +++---
 .../docs/get-started/quickstart/workflow_agent.md  |   6 +-
 .../test/ChatModelIntegrationAgent.java            |  44 +++---
 .../test/EmbeddingIntegrationAgent.java            |  15 +-
 .../agents/integration/test/ReActAgentTest.java    |   9 +-
 .../test/VectorStoreIntegrationAgent.java          |  14 +-
 .../resource/test/ChatModelCrossLanguageAgent.java |   9 +-
 .../resource/test/EmbeddingCrossLanguageAgent.java |   9 +-
 .../test/VectorStoreCrossLanguageAgent.java        |  23 ++-
 examples/pom.xml                                   |   5 -
 .../flink/agents/examples/ReActAgentExample.java   |   4 +-
 .../examples/agents/CustomTypesAndResources.java   |   5 +-
 .../examples/agents/ProductSuggestionAgent.java    |   4 +-
 .../examples/agents/ReviewAnalysisAgent.java       |   4 +-
 python/flink_agents/api/agents/agent.py            |  12 +-
 python/flink_agents/api/agents/react_agent.py      |   2 +-
 python/flink_agents/api/execution_environment.py   |  12 +-
 python/flink_agents/api/resource.py                | 159 ++++++++++++++-------
 .../chat_model_integration_agent.py                |  35 ++---
 .../e2e_tests_mcp/mcp_test.py                      |  13 +-
 .../e2e_tests_integration/react_agent_test.py      |  28 ++--
 .../chat_model_cross_language_agent.py             |  20 ++-
 .../embedding_model_cross_language_agent.py        |  10 +-
 .../vector_store_cross_language_agent.py           |  23 +--
 .../e2e_tests/long_term_memory_test.py             |  23 ++-
 .../agents/custom_types_and_resources.py           |   7 +-
 .../quickstart/agents/product_suggestion_agent.py  |   7 +-
 .../quickstart/agents/review_analysis_agent.py     |   7 +-
 .../examples/quickstart/react_agent_example.py     |  13 +-
 .../quickstart/workflow_multiple_agent_example.py  |   2 +
 .../quickstart/workflow_single_agent_example.py    |   2 +
 .../flink_agents/examples/rag/rag_agent_example.py |  27 ++--
 python/flink_agents/plan/resource_provider.py      |   2 +-
 .../python_agent_plan_compatibility_test_agent.py  |   2 +-
 python/flink_agents/plan/tests/test_agent_plan.py  |  20 +--
 .../plan/tests/test_resource_provider.py           |   2 +-
 .../runtime/tests/test_built_in_actions.py         |   4 +-
 .../runtime/tests/test_get_resource_in_action.py   |   2 +-
 44 files changed, 442 insertions(+), 354 deletions(-)
 create mode 100644 
api/src/main/java/org/apache/flink/agents/api/resource/Constant.java

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