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Retain conversation context when interacting with an Azure OpenAI ChatGPT model

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Posted on by HenryJammes

I previously shared how to maintain past context when interacting with an OpenAI GPT model, by setting and updating a global variable using Bot Framework Composer, here: Set and update global variables using Bot Framework Composer and how to retain conversation context when interacting with OpenAI GPT models.

Today I'd like to show how to do the same, but this time using Azure OpenAI ChatGPT model that just came out.

I find that model much better suited for conversation experiences and automatically formats code samples:

2023-03-14 15-41-50-815 (1)_ChatGPT_Bot__Microsoft_Teams_-_Charlie_Guibord.gif

Couple of useful resources on this topic:

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Bot Framework

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H.Hassan 12 on at

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Retain conversation context when interacting with an Azure OpenAI ChatGPT model

Hi @minakshimathpal,

Did you find any approach to save the context of the conversation in a Copilot Studio topic? I also need to save the context. If you found an approach, please let me know how to achieve this.

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minakshimathpal 32 on at

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Re: Retain conversation context when interacting with an Azure OpenAI ChatGPT model

@mboninco I have created an FAQ bot. But my bot is facing a hard time in maintaining context. I am saving the entities provided by user in his response and thus I can use them. I was wondering is there a way to access/save bot's response in any variable.

To provide full context of a session to bot, the only solution I can think of is to append these to and fro messages in a string variable. But I am clueless how can I set/append this new variable with the texts being exchanged between the bot and the user.

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minakshimathpal 32 on at

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Re: Retain conversation context when interacting with an Azure OpenAI ChatGPT model

@HenryJammes How can this be done in MS copilot studio . I want my bot to maintain the context of the conversation, however currently it is not.

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HenryJammes on at

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Re: Retain conversation context when interacting with an Azure OpenAI ChatGPT model

FYI I've created a new version of this article using the Chat Completion API format, in both the classic and new version of Power Virtual Agents:
Integrate a PVA chatbot with Azure OpenAI ChatGPT using the Chat Completion API format

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angerfire1213 90 on at

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Re: Retain conversation context when interacting with an Azure OpenAI ChatGPT model

now It's worked good in our prod env.
our PVA in teams version bot face to about 1000+ users

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angerfire1213 90 on at

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Re: Retain conversation context when interacting with an Azure OpenAI ChatGPT model

I already use the same way to use azure openai gpt-4. thank you!

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angerfire1213 90 on at

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Re: Retain conversation context when interacting with an Azure OpenAI ChatGPT model

@HenryJammes Let me show you our different about our OpenAI chatGPT trubo

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angerfire1213 90 on at

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Re: Retain conversation context when interacting with an Azure OpenAI ChatGPT model

Thank you ! Hope you got Azure OpenAI GPT-4 soon...

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HenryJammes on at

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Re: Retain conversation context when interacting with an Azure OpenAI ChatGPT model

Hi @angerfire1213 the example above was created on the GPT 3.5 Turbo model with Chat Markup Language and works.
I haven't tried the Chat Completion format yet, and GPT-4 might require that format, so the above approach would indeed need reworking to meet the new JSON format requirements, but the approach should be the same.
I'll try to update or create a new article once I get access to GPT-4.

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angerfire1213 90 on at

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Re: Retain conversation context when interacting with an Azure OpenAI ChatGPT model

How to do that for GPT-35-Turbo (preview) & GPT-4 (preview) ?
In GPT-35-Turbo (preview) & GPT-4 (preview) use messages not prompt
messages=[ {"role": "system", "content": "Assistant is a large language model trained by OpenAI."}, {"role": "user", "content": "What's the difference between garbanzo beans and chickpeas?"}, ]

learn more about GPT-35-Turbo (preview) & GPT-4 (preview):
https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/chatgpt?pivots=programming-language-chat-completions#working-with-the-chatgpt-and-gpt-4-models-preview

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