This is an automated email from the ASF dual-hosted git repository. jin pushed a change to branch main in repository https://gitbox.apache.org/repos/asf/incubator-hugegraph-ai.git
from 99cd5e40 feat(llm): support switch prompt language in EN/CN (#269) add 957283e6 feat(llm): support vector data for a graph instance by multi model (#265) No new revisions were added by this update. Summary of changes: hugegraph-llm/.gitignore | 8 ++- .../demo/rag_demo/text2gremlin_block.py | 25 +++++++- .../src/hugegraph_llm/indices/vector_index.py | 70 +++++++++++++++++----- .../models/embeddings/init_embedding.py | 8 +-- .../src/hugegraph_llm/models/embeddings/litellm.py | 14 ++--- .../src/hugegraph_llm/models/embeddings/ollama.py | 9 ++- .../src/hugegraph_llm/models/embeddings/openai.py | 8 +-- .../index_op/build_gremlin_example_index.py | 10 ++-- .../operators/index_op/build_semantic_index.py | 16 ++--- .../operators/index_op/build_vector_index.py | 15 +++-- .../index_op/gremlin_example_index_query.py | 21 ++++--- .../operators/index_op/semantic_id_query.py | 9 ++- .../operators/index_op/vector_index_query.py | 9 ++- .../src/hugegraph_llm/utils/embedding_utils.py | 18 ++++++ .../src/hugegraph_llm/utils/graph_index_utils.py | 20 +++++-- .../src/hugegraph_llm/utils/vector_index_utils.py | 21 +++++-- .../models/embeddings/test_ollama_embedding.py | 4 +- 17 files changed, 201 insertions(+), 84 deletions(-)