英文:
Give azure openai an encyclopedia of information
问题
I am currently dabbling in the Azure OpenAI service. I want to take the default model and knowledge base and now add on to it my own unique information. So, for example, for making a game world, I want to be able to tell it all the main characters, the locations, the major factions, and the relationships between all these entities.
Now I know that I can fine-tune my model, providing hundreds of prompt-answer pairs, and I suppose I could fill that out by saying things like:
Who are all the members of the Borean Clan? King Jappy, Queen Stefanos, Sir Barmyn, etc.
Is that really the only way, though? And won't this still create the possibility that the AI will generate text responses that are outside of this encyclopedia of knowledge, referencing people and places that don't actually exist in the game world?
I guess I'm just wondering if there's a better way to approach this. Thanks!
英文:
I am currently dabbling in the Azure OpenAI service. I want to take the default model and knowledge base and now add on to it my own unique information. So, for example, for making a game world, I want to be able to tell it all the main characters, the locations, the major factions, and the relationships between all these entities.
Now I know that I can fine-tune my model, providing hundreds of prompt-answer pairs, and I suppose I could fill that out by saying things like:
Who are all the members of the Borean Clan? King Jappy, Queen Stefanos, Sir Barmyn, etc.
Is that really the only way, though? And won't this still create the possibility that the AI will generate text responses that are outside of this encyclopedia of knowledge, referencing people and places that don't actually exist in the game world?
I guess I'm just wondering if there's a better way to approach this. Thanks!
答案1
得分: 1
Microsoft建议在您的情况下不要对模型进行微调。有几个选项：
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目前，您可以查看此演示，它基于Cognitive Search索引提供详细信息：https://github.com/Azure-Samples/azure-search-openai-demo
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几天后，您还应该看到Azure OpenAI Studio中“添加您的数据”功能的预览功能的到来，这已经在几天前的Build活动中宣布：请在此处观看视频链接。这将加速在使用Azure OpenAI时查询您自己的数据
英文:
The suggested approach from Microsoft is not to fine-tune the model in your case. There are several options:
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at the moment, you can have a look to this demo which is based on a Cognitive Search index to provide details: https://github.com/Azure-Samples/azure-search-openai-demo
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in a few days, you should also see the arrival of the preview feature of "Add your data" feature in Azure OpenAI Studio, which has been announced at Build event a few days ago: see video here. This accelerates the ability to query your own data while using Azure OpenAI
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