OpenSPG
[Bug] [Module Name] Bug title 如何提高知识抽取时的并发数，现在始终保持在5个并发，速度太慢了。
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- [X] I had searched in the issues and found no similar issues.
Operating system information
Windows
What happened
1、如何提高知识抽取时的并发数，现在始终保持在5个并发，速度太慢了，请告知在哪里设置。 2、构建完知识库后，构建时所采用的模型就不能更换，在全局设置里更换无效。我预期的场景是使用商业模型构建图谱，推理时采用本地模型，希望能够更换。
How to reproduce
v.0.6版本，win11
Are you willing to submit PR?
- [X] Yes I am willing to submit a PR!
Search before asking
- [x] I had searched in the issues and found no similar issues.
Operating system information
Windows
What happened
1、如何提高知识抽取时的并发数，现在始终保持在5个并发，速度太慢了，请告知在哪里设置。 2、构建完知识库后，构建时所采用的模型就不能更换，在全局设置里更换无效。我预期的场景是使用商业模型构建图谱，推理时采用本地模型，希望能够更换。
How to reproduce
v.0.6版本，win11
Are you willing to submit PR?
- [x] Yes I am willing to submit a PR!
In developer mode, User can set concurrency by modifying num_chain and num_threads_per_chain in kag_config.yaml:
If you are dealing with one large size documents，you can increase the num of num_threads_per_chain. In other scenarios such as hotpotqa dataset, which stores multi items in one json file, you can increase the num of num_chain.
Search before asking
- [x] I had searched in the issues and found no similar issues.
Operating system information
Windows
What happened
1、如何提高知识抽取时的并发数，现在始终保持在5个并发，速度太慢了，请告知在哪里设置。 2、构建完知识库后，构建时所采用的模型就不能更换，在全局设置里更换无效。我预期的场景是使用商业模型构建图谱，推理时采用本地模型，希望能够更换。
How to reproduce
v.0.6版本，win11
Are you willing to submit PR?
- [x] Yes I am willing to submit a PR!
In developer mode, user can set multi LLM model service in different stage. For example, in example_config.yaml, KAG provide the openie_llm and chat_llm, which are referenced in kag-builder-pipeline and kag-solver-pipeline separately.
Search before asking
- [x] I had searched in the issues and found no similar issues.
Operating system information
Windows
What happened
1、如何提高知识抽取时的并发数，现在始终保持在5个并发，速度太慢了，请告知在哪里设置。 2、构建完知识库后，构建时所采用的模型就不能更换，在全局设置里更换无效。我预期的场景是使用商业模型构建图谱，推理时采用本地模型，希望能够更换。
How to reproduce
v.0.6版本，win11
Are you willing to submit PR?
- [x] Yes I am willing to submit a PR!
In developer mode, user can set multi LLM model service in different stage. For example, in example_config.yaml, KAG provide the openie_llm and chat_llm, which are referenced in kag-builder-pipeline and kag-solver-pipeline separately.
您好，我在linux下使用docker部署，我想知道这个配置文件在哪呢？
Search before asking
- [x] I had searched in the issues and found no similar issues.
Operating system information
Windows
What happened
1、如何提高知识抽取时的并发数，现在始终保持在5个并发，速度太慢了，请告知在哪里设置。 2、构建完知识库后，构建时所采用的模型就不能更换，在全局设置里更换无效。我预期的场景是使用商业模型构建图谱，推理时采用本地模型，希望能够更换。
How to reproduce
v.0.6版本，win11
Are you willing to submit PR?
- [x] Yes I am willing to submit a PR!
In developer mode, user can set multi LLM model service in different stage. For example, in example_config.yaml, KAG provide the openie_llm and chat_llm, which are referenced in kag-builder-pipeline and kag-solver-pipeline separately.
您好，我在linux下使用docker部署，我想知道这个配置文件在哪呢？
https://github.com/OpenSPG/KAG/blob/bf46bbbd4d721511382978f9157aa259536cba5b/kag/examples/example_config.yaml#L2
Search before asking
- [x] I had searched in the issues and found no similar issues.
Operating system information
Windows
What happened
1、如何提高知识抽取时的并发数，现在始终保持在5个并发，速度太慢了，请告知在哪里设置。 2、构建完知识库后，构建时所采用的模型就不能更换，在全局设置里更换无效。我预期的场景是使用商业模型构建图谱，推理时采用本地模型，希望能够更换。
How to reproduce
v.0.6版本，win11
Are you willing to submit PR?
- [x] Yes I am willing to submit a PR!
In developer mode, user can set multi LLM model service in different stage. For example, in example_config.yaml, KAG provide the openie_llm and chat_llm, which are referenced in kag-builder-pipeline and kag-solver-pipeline separately.
您好，我在linux下使用docker部署，我想知道这个配置文件在哪呢？
KAG/kag/examples/example_config.yaml
Line 2 in bf46bbb
openie_llm: &openie_llm
kag_config.yaml is the configuration for developer mode。 User can upgrade the KAG version to 0.8, and settle the reason LLM in product mode: