Reduce useless/a string of logs from imported lib (High Priority)

[imbajin]

Currently, we print too much logs (include the 3rd party libs), which is not as expected, we need to exclude this part of the log output and keep the default log output as effective as possible

refer https://github.com/apache/incubator-hugegraph-ai/blob/e1d3e44ee4aebf72e6d229fb1cfee412390c8222/hugegraph-llm/src/hugegraph_llm/utils/log.py#L43

[openFlybob]

I can work on this, can you assign it to me?

[imbajin]

I can work on this, can you assign it to me?

@ZequanLIU Sure, done~