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Or ought to I say Group x AI x Copilot Studio. Only in the near past I introduced this matter at CollabDays Poland @ Microsoft Warsaw. This is identical matter I’ve already given a number of occasions, however this session is at all times totally different since Azure OpenAI Studio and Copilot Studio are evolving at a really fast tempo! Once I first did this session at Scottish Summit, including your individual knowledge was new after which at Baltic Summit on the finish of September 2023 capabilities had been new. The final time I did this one was a February at Cloud Expertise Townhall Tallinn. This time Energy Digital Brokers was already renamed Copilot Studio and it had gotten numerous new options there, which I integrated onto my session.
At CollabDays Poland the viewers skilled an up to date model of this session as I’ve added new demos and knowledge to it.
Let’s take a look at a few of what’s new!
Assistants API in preview New API-versions Add your knowledge updates See you on the future occasions!
Assistants API in preview
It is a very new function on Azure OpenAI Companies. Principally, it permits the creation of persistent chat periods with Azure OpenAI, and you’ll introduce as much as 128 capabilities to it, recordsdata and likewise code interpreter which is the actually cool function. Principally, it may well generate and run python code as wanted. What else? Properly, the persistence – it’s attainable to proceed the dialog later and in contrast to with conventional GPT-model, you don’t want to hold the historical past in with calls. That is straightforward to check out with Azure OpenAI Studio , try Getting began from the Study. The study describes assistants is a really concise means:
“Azure OpenAI Assistants (Preview) means that you can create AI assistants tailor-made to your wants by way of customized directions and augmented by superior instruments like code interpreter, and customized capabilities.”
It is a matter that I might be doing periods sooner or later, I count on this function to develop in a fast section.
New API-versions
Newest Azure OpenAI API-versions at the moment are typically out there model REST API 2024-02-01 and the most recent preview model is 2024-03-01-preview . Older API variations might be deprecated as time goes on, so it’s a good suggestion to begin updating your options to make use of newer API variations.
Add your knowledge updates
When you have learn my earlier Azure OpenAI Companies weblog posts, prepare for some replace. You discover there are variations within the API, the most important of them being that sure objects have been renamed in each name and return JSONs.
In Add your knowledge it’s a must to, mainly, embody the change from Azure Cognitive Search to AI Search. For instance, kind is now “azure_search” , DataSources are “data_sources”, and QueryType is “query_type”. You possibly can see the sample very quickly there. In add your knowledge in the event you use vector index it’s good to add embedding API endpoint and key to the decision as properly.
The return JSON has been modified as properly, be ready to re-evaluate it and do modifications accordingly. Once I up to date my Energy Automate flows, it was fairly straightforward after I acquired the output JSON and used that as schema instance in Parse JSON.
There are additionally different updates, resembling new knowledge sources
RAG ( Retrieval Augmented Technology) is one among key options what makes GPT-Ais helpful.
You can even use these in a simple means at Copilot Studio – simply drop in your recordsdata to Generative AI and you’ve got a information base bot operating in minutes!
Simply word that it’s good to keep these paperwork manually. However it’s straightforward and you’ll educate this to individuals accountable of that content material.
You can even use Generative Solutions in Copilot Studio so as to add knowledge sources the place the data is aggregated from.
So, let’s add yet another minute if you add as much as 4 SharePoint websites to the supply after which your bot has entry to the data that’s up to date robotically.
These two strategies (including paperwork and urls) aren’t new, however I’ve seen them getting higher lately than they had been 6 months in the past.
Then there’s yet another addition for these knowledge sources, that’s only a few months previous: Including Azure OpenAI Service Information Supply.
You are able to do this by going to the previous Azure OpenAI Studio and defining your RAG (add photos, add present Azure AI Search indexes and so forth) and when you might have outlined and examined that it really works together with your knowledge, you may deploy it to Copilot Studio.
The deploy creates a brand new copilot for you, and robotically provides Azure OpenAI connection and properties. If you happen to add this manually to present copilot, I recommend you deploy a brand new with this after which try properties from that to the brand new one. This one may be very tough that it’s good to use particular APIs and it doesn’t work with all fashions – GPT 3.5 Turbo appears to work properly and utilizing API 2023-06-01-preview with it’s a setup that works in my setting.
See you on the future occasions!
These are only a few highlights of what’s new in Azure OpenAI Service and in Copilot Studio. I’ve been working (and demoing) on find out how to prolong Copilot for Microsoft 365 with Copilot Studio, however I believe that’s nonetheless work in progress – however I like to recommend testing it already, since it’s getting higher each month. Identical to Dynamic Chaining in Copilot Studio is already working loads higher than it was two months in the past.
I’m not writing about AI enhanced processes (with Energy Automate) on this submit however simply point out that Azure OpenAI Companies GPT-4 Turbo with Imaginative and prescient is unbelievable on analyzing photos.
The subsequent time I current this session, I would break up this to 2 separate periods – one with extra overview model giving the massive image and one other one which dives onto specifics on one or two eventualities. There’s a lot content material, that I might do that as a full means workshop with attendees.
Let’s see what the long run holds – however keep tuned for extra updates and details about AI, Copilot, Groups, and Copilot Studio!
Earlier than that – let’s meet on the Microsoft Group Convention 365 at Orlando, Florida on the finish of April the place I current three periods: one solo and two with my good good friend Adam!
And in the event you nonetheless don’t have a ticket to #M365Con, you may get $100 off from the value with my code NOPANEN100
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I work, weblog and discuss Metaverse, AI, Microsoft Mesh, Digital & Combined Actuality, The Way forward for Work, Digital Twins, and different providers & platforms within the cloud connecting digital and bodily worlds and folks collectively.
I’m extraordinarily enthusiastic about Metaverse, AI, pure language understanding, Combined & Digital Actuality and the way these applied sciences, with Microsoft Groups and Microsoft Azure & Cloud, allow to vary how individuals work collectively. Azure OpenAI Companies – sure, I construct AI options utilizing these and different Azure AI providers.
I’ve 30 years of expertise in IT enterprise on a number of industries, domains, and roles.
View all posts by Vesa Nopanen
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