Aware + AI (GPTs/LLMs) + Workflows

RLJB

Is anyone using GPT APIs (OpenAI etc) in an AwareIM app to build AI Assistants in Aware Apps?

Curious to know what you're doing, how's it going, what your Aware build structure is like, struggles, etc.

For us: we have used the OpenAI API in a few limited places in our Aware Apps for specific use cases, eg to re-write email templates, to generate content for vision statements etc. We have also built and integrated external chatbot into an Aware App.

We're looking to build some more complex stuff now, things like:

chat style interface
taking inputs that are typed in by the user and saving them into attributes
accessing internal knowledge bases and answering questions in a chat interface
processing uploads (CSV, PDF, Video etc), extracting information, saving them to aware attributes
access other systems (LinkedIn, GMail, Outlook, calendars etc)

Depending on how this thread goes, perhaps we might want to share ideas in a subgroup?

hpl123

I am also interested in hearing what people are doing in this area (and also to hear more about what you are doing Rod). AI is in everything today it seems so we have to get these options etc. in Aware as well if we want to stay up to date with todays and tomorrows technology.

himanshu

We are doing something similar in one of our project and hopefully will share soon. 😃

ACDC

Curious to know what you're doing, how's it going, what your Aware build structure is like, struggles, etc.

Implementing AI into apps is key, I been investigating deep integration into to some of our apps, however doing it inside AwareIM, there is a limiting factor:

In order to successfully build ChatGPT into an AwareIM application, support for Websockets protocol must be in place. Hopefully support will see the light with this regard and make it a built in feature like they did with REST

Websockets > ChatGPT response:

Simulating real-time user interaction with an AwareIM based app could benefit from using WebSockets, especially if you want two-way communication between ChatGPT and AwareIM system without the need for constant polling or refreshing.

WebSockets provide a persistent connection between the server and the client, allowing real-time data exchange. This would be useful in several scenarios:

    Live updates: If you want ChatGPT to provide real-time status updates or responses from e.g. ERP (e.g., showing the user when a transaction is completed or an inventory item is updated), WebSockets would be a good choice.

    Continuous data streams: For scenarios where ChatGPT needs to interact with ERP data as it changes (e.g., tracking transactions, live inventory changes, or order processing updates), WebSockets provide a way to push updates immediately without requiring the client to make repeated API requests.

    Simulating user actions in real-time: If your goal is to mimic user interactions such as placing orders, processing invoices, or updating records within the ERP in a responsive, live manner, WebSockets would be ideal for sending actions or updates back and forth between the ERP system and ChatGPT.

In summary, setting up WebSockets would allow you to create a dynamic, real-time interaction layer between ChatGPT, your ERP system, and the users.

jannes

I'm also using ChatGPT in my daily work.

I tried asking ChatGPT to make some changes to the XML file of the Weather BSV example.

https://chatgpt.com/share/67628971-6974-8013-a17f-f9a138cbf584

The result is not yet usable.
We need to teach ChatGPT more about AwareIM.

If it is possible to expand AwareIM with AI functions, that would be a big step forward and attract many new users.

aware_support

We are training a model about all things Aware IM as we speak. We are using a tool called "chatbase" (https://www.chatbase.co/)

Does anyone have any experience with this tool? Are there better ones? Which ones are you using?

Which models are you using? In our experience the Claude Sonnet model seems to be the best one, but maybe there are better ones?

Please share what you are doing. This is a new experience for us and we find it hard to teach anything if you do not quite know the level of intelligence of your audience.

hpl123

aware_support wrote
We are training a model about all things Aware IM as we speak. We are using a tool called "chatbase" (https://www.chatbase.co/)

Does anyone have any experience with this tool? Are there better ones? Which ones are you using?

Which models are you using? In our experience the Claude Sonnet model seems to be the best one, but maybe there are better ones?

Please share what you are doing. This is a new experience for us and we find it hard to teach anything if you do not quite know the level of intelligence of your audience.

ChatGPT had this to say about Chatbase or alternatives: https://chatgpt.com/share/67643a2b-637c-8001-a20d-043c20a6f4b4 and you can probably dig a lot deeper via chatgpt to assess best option.

ACDC

[I'm also using ChatGPT in my daily work.

I tried asking ChatGPT to make some changes to the XML file of the Weather BSV example.

https://chatgpt.com/share/67628971-6974 ... a138cbf584

The result is not yet usable.
We need to teach ChatGPT more about AwareIM.

If it is possible to expand AwareIM with AI functions, that would be a big step forward and attract many new users.

I tried to make sense of what you requested ChatGPT to do , after translating to English your request was:

"This is the XML of an AwareIM application.
Is it possible to modify it?"

I think this is a bit sparse , I would try build the prompt with more information of what the xml is about and what you want ChatGPT to do.

jannes

@[deleted],

Thank you.
It was just a first 'trial'.
At this moment I don't know what ChatGPT already knows about AwareIM.
I'm glad to hear the support team is already training ChatGPT.

Perhaps in the near future it will be possible for ChatGPT to extend the XML/build an application.
Just by uploading some SQL-DDL scripts and asking:
“Generate new forms, questions, and items with visual perspective.”

Another request could be: "Change every xxx to yyy" in this XML.
By focusing only on the XML it might be easier for ChatGPT to support us.

@Support,
Maybe it's time to extend the main menu of the forum with a 5th option to create a new "interest-group" :
"Using AI in AwareIM"

himanshu

It is cool to see how the things are moving and how we as developers going to take advantage of AI. I had also play for sometime and trying to see if ChatGPT could help me to create queries and complex queries down the road, or sometime find the problem in the query as based on AwareIM rule language. It was fun and definitely a lot more to be learn and done.

here is the screenshot

hpl123

I am fairly certain ChatGPT can interpret and change Aware XML. I have used it for various code/text replacement and other changes in different formats e.g HTML, CSS, JS etc. and works well BUT is not perfect and you need to validate a lot. The "problem" I found many times was that ChatGPT "completed" and "fixed" code (as the code you provide to ChatGPT is only a part of the whole code block i.e unavoidable) which oftentimes is good but is not good when all you want is for it to replace some text here and there or other similar small tasks i.e it mess the code up instead. You can tell it very explicit rules e.g "never change html tags" and things like that and helps but only so much. I am hoping the AwareIM chat Awaresoft is working on "fixes" this and builds in rules and things enabling it to do all kinds of Aware tasks including creating/changing Aware XML etc. etc. etc..

hpl123

hpl123 wrote
aware_support wrote
We are training a model about all things Aware IM as we speak. We are using a tool called "chatbase" (https://www.chatbase.co/)

Does anyone have any experience with this tool? Are there better ones? Which ones are you using?

Which models are you using? In our experience the Claude Sonnet model seems to be the best one, but maybe there are better ones?

Please share what you are doing. This is a new experience for us and we find it hard to teach anything if you do not quite know the level of intelligence of your audience.

ChatGPT had this to say about Chatbase or alternatives: https://chatgpt.com/share/67643a2b-637c-8001-a20d-043c20a6f4b4 and you can probably dig a lot deeper via chatgpt to assess best option.

Now I haven't looked at these alternatives and not Chatbase either to any extent but Botpress caught my eye and I read up on it and sounds like a very good option. Good solution, open source and highly customizable, good prices, white label, based on ChatGPT i.e very good for conversational bots and the like, on premise hosting, API etc. etc.. Now I don't know the purpose of the AwareIM chat you are developing so don't know what exactly you are looking for but Botpress sounds like a good solution and why not squash 2 flies in 1 and build an AwareIM bot based on Botpress for all things AwareIM AND at the same time, build in a connection to the Botpress API (or maybe better yet, integrate botpress into AwareIM directly making AwareIM truly aware. Aaahhh, one can dream 🙂 ) which means we get 2 things really, an AwareIM assistant and also the option to build our own chat and integrate it into our Aware applications?