Azure AI Bot Service
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Generative AI for properties programing language.
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Ompratap Singh
0
Reputation points
I am currently working on a Generative AI project.
The goal is to leverage pre-trained models like GPT-4/GPT-3, Codex, etc., to generate responses in my proprietary language syntax.
For instance, if I ask for Java code to print numbers from 1 to 10, I would expect to receive the corresponding Java code. I aim to achieve the same functionality with my proprietary code.
In the initial steps:
I have uploaded numerous sample data and grammar documents for my language to the storage account and created an index. Additionally, I have added system prompts to my chat playground app and deployed the GPT-4 model.
However, the responses I'm receiving are not as accurate as expected. Could you guide me on how to fine-tune the model or improve the accuracy of the responses?
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YutongTie-MSFT 47,916 Reputation points2024-06-12T00:10:13.9866667+00:00 Hello Ompratap Singh
Thanks for reaching out to us. May I know when you talk about not expected, what's kind of error or issue happened for your model?
Have you tried Assistant API with GPT-4 for code generator? Here is the document -
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Ompratap Singh 0 Reputation points
2024-06-12T09:03:57.4866667+00:00 My ultimate objective is to ground my proprietary language into a generative AI model. The aim is for the model to treat this as a programming language and return code, refactor code in my proprietary language, and adhere to best practices.
What have I done so far? I've uploaded my programming guides and several samples for each code syntax to a storage account. I've added data to the chat playground with an index and vector search to interact with my data. Additionally, I've included system messages for further instructions, such as where to look for specific questions, etc.
Is this the correct approach to achieve my goal, or should I adopt a different strategy?
I haven't used the Assistant API with GPT-4 yet. Would it assist me in achieving this, and if so, is there an SDK available for it?
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