Build ChatGPT in Power Apps with Azure OpenAI and Power Virtual Agent

Подписаться 1,4 тыс.

Просмотров 8 тыс.

50% 1

🤖 In this video, we harnessed the power of Power Virtual Agent and Azure OpenAI to create a ChatGPT bot, and then we wrapped it up within Power Apps as a nifty mobile app. Watch the magic unfold!
🌐 We also delved into the world of Environment Variables and Solutions, which encompassed the bot, the flow, and the app.
💡 With Azure OpenAI, you can deploy private GPT 3.5/4 models, ensuring the security of your company's precious data. Enjoy high availability and swift model responses that public endpoints can't match.
🎯 The Power Apps solution simplifies the packaging of all the necessary components for easy deployment.
🕒 Here's a snapshot of what's in store:
0:00 - 🚀 Intro
0:25 - 🌐 Create OpenAI Model with Azure AI Studio
6:47 - 📦 Power Apps Solution
8:00 - ⚙️ Environment Variables
9:40 - 💡 Test Your Own OpenAI Model API with Cloud Flow
15:13 - 🤖 Create Power Virtual Agent Bot
16:40 - 🧠 Create Short-Term Memory in PVA with Global Variables
28:13 - 🛠 Troubleshooting Conversation History
33:18 - 📲 Bring PVA Bot to Power Apps
35:45 - 🌐 Multi-Language Support for PVA and OpenAI
39:10 - 🎉 Wrap Up
🗨️ Feel free to drop a comment if you found it enlightening or need any assistance. We're here to help! 😊👇

Опубликовано:

23 июл 2024

Ссылка:

Скачать:

Готовим ссылку...

Добавить в:

Мой плейлист

Посмотреть позже

Комментарии : 23

@ArohShukla 11 месяцев назад

What a fantastic video. Thanks a lot for sharing!!

@gptOdyssey 9 месяцев назад

Thanks for spending time watching!

@udithwiratunga9438 8 месяцев назад

Thank you for the clear explanations with demo

@gptOdyssey 7 месяцев назад

Glad it was helpful!

@andyyorke9956 9 месяцев назад

What's the complete expression to put in the Return value(s) to Power Virtual Agents? (body(...)

@tundeszabo8178 5 месяцев назад

If you called the previous HTTP action "HTTP", then it is body('HTTP')['choices'][0]['message']['content']

@hersil2012 5 месяцев назад

Excellent explanations! I know it was mentioned that it cannot be added system message. Do you know if it can be done in some point of the flow? I´m trying to create a chatbot with a system prompt. Thanks a lot!

@rickysydney4208 5 месяцев назад

Do you have any video showing the parameter that needs to be passed in the http connector when you leverage Azure OpenAI that is linked to Azure AI Search with an index?

@juanjo2391 10 месяцев назад

Hello, do you know if this method supports using the add your data feature?

@gptOdyssey 10 месяцев назад

@kunalk5806 9 месяцев назад

this is pretty cool, but how do you clear the context? so that bot can start to remember from fresh?

@gptOdyssey 9 месяцев назад

Good question. I haven't thought about it. It's gonna the token limit at some point. Also if you start a new chat session, it will clear the context. I might need a reset button. Good suggestion!

@17avskadoo 8 месяцев назад

I have created "AzureOpenAIDemo" Cloud flows in a solution. Just like you mentioned in "Manually trigger a low" > "HTTP" and Test run successfully. But when I create my PVA Chat bot in same solution and in Fallback topic try to Call an Action I can't find my flow "AzureOpenAIDemo". Could you suggest what Am I missing ?

@gptOdyssey 7 месяцев назад

No I don't think you are missing anything. There are some constrains with the flow in the solution. I had the exact same issue! I just couldn't remember where is the reference but I did found some article explaining the exact issue.

@robertmaliszewski5579 6 месяцев назад

@@gptOdyssey what is the documentation? I am having exact same issue and I do not know what's wrong or how to fix it.

@L4NFE4R 4 месяца назад

Great tutorial! Please provide the reference articles and/or documentation around the Call an Action that references that Flow because I cannot see it listed either

@lunchtimesuomi 2 месяца назад

When you create a new flow within a solution. New -> Automation -> Cloud flow -> Instant. Choose "When Power Virtual Agents calls a flow" instead of "Manually trigger a flow". After doing this, I can see my flow in the call an action.

@pedramhaqiqi7030 11 месяцев назад

life saver video, keep posting about solutions. I am trying to solve the problem of ASPX site content + document library. Would boosted conversation + fall back open ai model trained on cognitive search data a good solution? is it even possible.

@gptOdyssey 11 месяцев назад

Great idea buddy! Right now I only know the boosted conversation inside PVA can index ASPX page content. The ACS Indexer cannot. Let me know if you worked it out!

@pedramhaqiqi7030 11 месяцев назад

I am @@gptOdyssey working actively on a project today. Could I shoot you and email or discord message if you have the time to help out with some questions of mine?