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jin pushed a change to branch graphdata
in repository https://gitbox.apache.org/repos/asf/incubator-hugegraph-ai.git


    from 0b86093  refact(llm): enhance the graph/gremlin query phrase
     new 25b62f9  bugfix
     new 344163c  refact: fix some bugs & query logic

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Summary of changes:
 .../src/hugegraph_llm/demo/rag_web_demo.py         | 14 ++++----
 .../operators/hugegraph_op/graph_rag_query.py      | 40 ++++++++++++++--------
 .../operators/hugegraph_op/schema_manager.py       |  6 ++--
 .../operators/index_op/semantic_id_query.py        |  2 ++
 .../operators/llm_op/answer_synthesize.py          | 21 +++++++-----
 .../operators/llm_op/disambiguate_data.py          |  2 +-
 .../src/hugegraph_llm/utils/decorators.py          |  2 +-
 .../src/hugegraph_llm/utils/graph_index_utils.py   |  6 ++--
 8 files changed, 57 insertions(+), 36 deletions(-)

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