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Or ought to I say Workforce x AI x Copilot Studio. Only in the near past I introduced this matter at CollabDays Poland @ Microsoft Warsaw. This is similar 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 information was new after which at Baltic Summit on the finish of September 2023 capabilities have been new. The final time I did this one was a February at Cloud Know-how Townhall Tallinn. This time Energy Digital Brokers was already renamed Copilot Studio and it had gotten loads of new options there, which I included 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 have a look at a few of what’s new!
Assistants API in preview New API-versions Add your information updates See you on the future occasions!
Assistants API in preview
This can be a very new function on Azure OpenAI Providers. Principally, it permits the creation of persistent chat classes with Azure OpenAI, and you may introduce as much as 128 capabilities to it, recordsdata and likewise code interpreter which is the actually cool function. Principally, it may generate and run python code as wanted. What else? Nicely, 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 simple to check out with Azure OpenAI Studio , take a look at Getting began from the Study. The study describes assistants is a really concise method:
“Azure OpenAI Assistants (Preview) permits you to create AI assistants tailor-made to your wants via customized directions and augmented by superior instruments like code interpreter, and customized capabilities.”
This can be a matter that I shall be doing classes sooner or later, I anticipate this function to develop in a fast section.
New API-versions
Newest Azure OpenAI API-versions at the moment are usually accessible model REST API 2024-02-01 and the newest preview model is 2024-03-01-preview . Older API variations shall 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 information updates
When you have learn my earlier Azure OpenAI Providers weblog posts, prepare for some replace. You discover there are variations within the API, the largest of them being that sure objects have been renamed in each name and return JSONs.
In Add your information you need to, principally, embrace the change from Azure Cognitive Search to AI Search. For instance, sort is now “azure_search” , DataSources are “data_sources”, and QueryType is “query_type”. You’ll be able to see the sample very quickly there. In add your information if you happen to use vector index you want 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 simple after I received the output JSON and used that as schema instance in Parse JSON.
There are additionally different updates, akin to new information sources
RAG ( Retrieval Augmented Era) is one among key options what makes GPT-Ais helpful.
It’s also possible to use these in a simple method at Copilot Studio – simply drop in your recordsdata to Generative AI and you’ve got a information base bot working in minutes!
Simply word that you want to keep these paperwork manually. However it’s simple and you may train this to folks accountable of that content material.
It’s also possible to use Generative Solutions in Copilot Studio so as to add information sources the place the knowledge is aggregated from.
So, let’s add yet one more minute while you add as much as 4 SharePoint websites to the supply after which your bot has entry to the knowledge that’s up to date routinely.
These two strategies (including paperwork and urls) are usually not new, however I’ve seen them getting higher just lately than they have been 6 months in the past.
Then there’s yet one more addition for these information sources, that’s just some 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 current Azure AI Search indexes and so forth) and when you may have outlined and examined that it really works along with your information, you may deploy it to Copilot Studio.
The deploy creates a brand new copilot for you, and routinely provides Azure OpenAI connection and properties. When you add this manually to current copilot, I recommend you deploy a brand new with this after which take a look at properties from that to the brand new one. This one could be very difficult that you want 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 surroundings.
See you on the future occasions!
These are just some highlights of what’s new in Azure OpenAI Service and in Copilot Studio. I’ve been working (and demoing) on learn how to lengthen 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 so much higher than it was two months in the past.
I’m not writing about AI enhanced processes (with Energy Automate) on this publish however simply point out that Azure OpenAI Providers GPT-4 Turbo with Imaginative and prescient is implausible on analyzing photographs.
The following time I current this session, I would cut up this to 2 separate classes – one with extra overview fashion giving the massive image and one other one which dives onto specifics on one or two situations. There may be a lot content material, that I might do that as a full method workshop with attendees.
Let’s see what the longer term 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 Neighborhood Convention 365 at Orlando, Florida on the finish of April the place I current three classes: one solo and two with my good good friend Adam!
And if you happen to nonetheless don’t have a ticket to #M365Con, you may get $100 off from the worth with my code NOPANEN100
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I work, weblog and talk about Metaverse, AI, Microsoft Mesh, Digital & Combined Actuality, The Way forward for Work, Digital Twins, and different companies & platforms within the cloud connecting digital and bodily worlds and other people collectively.
I’m extraordinarily captivated with Metaverse, AI, pure language understanding, Combined & Digital Actuality and the way these applied sciences, with Microsoft Groups and Microsoft Azure & Cloud, allow to alter how folks work collectively. Azure OpenAI Providers – sure, I construct AI options utilizing these and different Azure AI companies.
I’ve 30 years of expertise in IT enterprise on a number of industries, domains, and roles.
View all posts by Vesa Nopanen “Mr. Metaverse”
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