NLNR comments

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                                            NLNR

running time on OAG_CS dataset

Hi, is there any progress about the efficient version?

Sementic Expander is really useful?

Actually it will not make all the nodes into a single line and put them into GRU. Instead, only locally adjacent nodes are put into GRU at one time.

Sementic Expander is really useful?

It is set to 0.5 to equally weight the two part. There may be better combination.

Is the processing code related to yoochoose missing？(Again)

The sessions for yoochoose are exactly the same in the paper of sr-gnn. The preprocess code is provided.

Different results of halfcheetah

same question

[Ollama] GraphRAG Community Support for running Ollama

It works with ollama embedding by changing the file in /opt/anaconda3/envs/graphrag/lib/python3.11/site-packages/graphrag/llm/openai/openai_embeddings_llm.py with from typing_extensions import Unpack from graphrag.llm.base import BaseLLM from graphrag.llm.types import ( EmbeddingInput, EmbeddingOutput, LLMInput, ) from .openai_configuration...

[Local Embeddings] Community Support thread

openai.OpenAIError: The api_key client option must be set either by passing api_key to the client or by setting the OPENAI_API_KEY environment variable

use Azure_API_KEY, same error !