This is an automated email from the ASF dual-hosted git repository.
jin pushed a change to branch graphspace
in repository https://gitbox.apache.org/repos/asf/incubator-hugegraph-ai.git
omit c04ebf9 chore: update gitignore files
omit 12476fc feat(llm): support graphspace & unify the port to str
omit f0b1732 Merge branch 'main' into main2
omit e6e9264 fix ollama test api connection and fix invoking graph rag
twice
omit dae9a59 Merge remote-tracking branch 'refs/remotes/origin1/main' into
test
omit 3702a8e feat: Add word segmentation extraction component and multiple
file import adaptation
add d1b5814 feat(llm): support word segmt extraction component &
multi-files uploading (#69)
add 0168b85 feat(llm): support user-defined search template (#71)
add deced7e Add progress bars and print information for building vector
indexes (#74)
add aac82c0 feat(llm): record token cost & qps (#72)
add c399b3b feat(llm): support record QPS by decorator (#76)
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N -- N -- N refs/heads/graphspace (c399b3b)
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Summary of changes:
.../hugegraph_llm/api/exceptions/rag_exceptions.py | 2 +-
.../src/hugegraph_llm/api/models/rag_requests.py | 4 +-
hugegraph-llm/src/hugegraph_llm/api/rag_api.py | 2 +-
.../src/hugegraph_llm/demo/rag_web_demo.py | 36 +++--
.../src/hugegraph_llm/{ => middleware}/__init__.py | 0
.../src/hugegraph_llm/middleware/middleware.py | 45 ++++++
.../src/hugegraph_llm/models/llms/ollama.py | 16 ++-
.../src/hugegraph_llm/models/llms/openai.py | 7 +-
.../src/hugegraph_llm/models/llms/qianfan.py | 4 +
.../operators/common_op/merge_dedup_rerank.py | 8 +-
.../src/hugegraph_llm/operators/graph_rag_task.py | 158 +++++++++++++++------
.../operators/gremlin_generate_task.py | 17 ++-
.../operators/index_op/build_semantic_index.py | 3 +-
.../operators/index_op/build_vector_index.py | 5 +-
.../operators/kg_construction_task.py | 27 ++--
.../operators/llm_op/answer_synthesize.py | 39 +++--
.../operators/llm_op/disambiguate_data.py | 2 +
.../operators/llm_op/gremlin_generate.py | 2 +
.../hugegraph_llm/operators/llm_op/info_extract.py | 14 +-
.../operators/llm_op/keyword_extract.py | 2 +
.../operators/llm_op/property_graph_extract.py | 12 +-
.../src/hugegraph_llm/utils/decorators.py | 93 ++++++++++++
22 files changed, 384 insertions(+), 114 deletions(-)
copy hugegraph-llm/src/hugegraph_llm/{ => middleware}/__init__.py (100%)
create mode 100644 hugegraph-llm/src/hugegraph_llm/middleware/middleware.py
create mode 100644 hugegraph-llm/src/hugegraph_llm/utils/decorators.py
