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    from c399b3b  feat(llm): support record QPS by decorator (#76)
     add b7d9d22  feat(llm): add reranker
     add e692cf4  fix graph context_head
     add 204bea2  fix ci
     add 42bc9d6  Add near neighbor first and custom related information
     add 28e6ab2  Merge branch 'main' of 
https://github.com/apache/incubator-hugegraph-ai into rerank
     add 029f4bf  tiny fix
     add 28fed50  fix format
     add 46c072f  fix api
     add fd9d83d  Merge branch 'apache:main' into rerank
     add 2f75822  reserve priority
     add 86090e5  fix prompt
     add de55754  Merge branch 'main' into rerank
     add f14cbb0  fix ui
     add e31d788  Merge branch 'main' into pr/73
     add cefe11a  answer button primary
     add 3100c2b  auto switch to bleu
     add 611eb5e  tiny format

No new revisions were added by this update.

Summary of changes:
 .../src/hugegraph_llm/api/models/rag_requests.py   |   7 +
 hugegraph-llm/src/hugegraph_llm/api/rag_api.py     |  30 ++-
 hugegraph-llm/src/hugegraph_llm/config/config.py   |  17 +-
 .../src/hugegraph_llm/demo/rag_web_demo.py         | 201 +++++++++++++++++----
 .../{ => models/rerankers}/__init__.py             |   0
 .../src/hugegraph_llm/models/rerankers/cohere.py   |  58 ++++++
 .../rerankers/init_reranker.py}                    |  24 ++-
 .../hugegraph_llm/models/rerankers/siliconflow.py  |  58 ++++++
 .../operators/common_op/merge_dedup_rerank.py      | 127 ++++++++++---
 .../src/hugegraph_llm/operators/graph_rag_task.py  |  41 +++--
 .../operators/hugegraph_op/graph_rag_query.py      |  67 ++++---
 .../operators/llm_op/answer_synthesize.py          |  12 +-
 12 files changed, 517 insertions(+), 125 deletions(-)
 copy hugegraph-llm/src/hugegraph_llm/{ => models/rerankers}/__init__.py (100%)
 create mode 100644 hugegraph-llm/src/hugegraph_llm/models/rerankers/cohere.py
 copy hugegraph-llm/src/hugegraph_llm/{config/generate.py => 
models/rerankers/init_reranker.py} (55%)
 create mode 100644 
hugegraph-llm/src/hugegraph_llm/models/rerankers/siliconflow.py

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