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plarrue
Power Apps
Power Apps

Question for everyone : How are you using Create Text GPT in AI Builder?

Hi everyone, 👋 From the AI Builder product group we want to hear from you.

 

👉Have you tried Text Generation in AI Builder already? How are you using it? For what use case? Is there anything you would like to see added or changed to make it even better?

 

👉We are interested in knowing about your AI Builder experience. Please share your story!

 

Thank you!

61 REPLIES 61
kmankash55
Advocate II
Advocate II

@Ashbhatia This new required step should really be a warning and not error. Some workflow simply will not work if a approval step is required after text generation. Please reconsider this new measure as its hindering development work.

takolota
Multi Super User
Multi Super User

I've now encountered an error many times with a specific prompt for a 4 page document. For some reason the Create text with GPT action returns a BadRequest 400 error & the error message says it timed out. It doesn't make sense considering I've had this work on 10+ page documents with many more characters. I wonder if there is something about a set of characters or something in this prompt that causes the time-out or maybe it has many more lines that GPT suspects may be relevant & so it takes it much longer?
BadRequestError.png

 

Prompt:

 

From the OCR captured packing list document text provided between [Start of text] & [End of text] markers, extract data for each of the example JSON fields between [Start example JSON] & [End example JSON].
Be aware, OCR text may contain errors like wrong characters or missing formatting.
In the JSON output, replace [data] with each field's extracted data text using only string datatypes. Use a string value of "NULL" when the field's data text is not found in the document text provided.
Convert all numbers to a standard 2-place decimal notation.
Convert all dates to international format "yyyy-mm-dd". For example, dates in the document text may start as something like 18.05.2024 or 3/21/2025, and need to be converted to 2024-05-18 & 2025-03-21 respectively.
If the document text has more than one Packing List Reference Number, then give a pipe | separated list of each number for the Packing List Reference Number field value like "12345678|98765432".
Packing List Date may also relate to the file's issued date. If there is more than one Packing List Date, then give the oldest, lowest date found for the Packing List Date.
Purchase Order (PO) Number is 2 letters & 8 digits like "PO########". Use only 2 letters, 8 digits for the PO field value.
If the document text includes text from multiple Packing List files then it may contain more than one Consignee Address & more than one Delivery Or Ship To Address. If more than one Consignee Address is found in the document text then give a space pipe space " | " separated list of each address for the Consignee Address field value. If more than one Delivery Or Ship To Address is found in the document text then give a space pipe space " | " separated list of each address for the Delivery Or Ship To Address field value. A hypothetical example of this list structure with more than one address value: "123 St. Miami, Fl 55555 USA | 456 St. Miami, Fl 44444 USA".
The Chemonics Address in the document text often starts with 1275 New Jersey. If such an address starting with 1275 New Jersey is not found, just return "NULL".
Mode Of Shipment (MOS) may also go by Mode Of Transport & the value is usually Air, Sea, or Land.
There may be any number of Product Lines. Each Product Line should include Product Name, Quantity, Unit Price, Line Amount Or Total, Manufactuer, Batch Or Lot Number, Product Manufacture Date (MFG), & Product Expiration Date.


[Start example JSON]
{
"Packing List Date": [data],
"Packing List Reference Number": [data],
"Invoice Number": [data],
"Purchase Order (PO) Number": [data],
"Consignee Address": [data],
"Delivery Or Ship To Address": [data],
"Chemonics Address": [data],
"Mode Of Shipment": [data],
"Final Destination Or Final Delivery Location": [data],
"Special Temperature Requirements": [data],
"Product Lines": [
{
"Product Name": [data],
"Product Quantity": [data],
"Product Unit Price": [data],
"Product Line Total or Amount": [data],
"Manufacturer": [data],
"Batch Or Lot Number": [data],
"Manufacture Date (MFG)": [data],
"Expiration Date": [data]
},
{
"Product Name": [data],
"Product Quantity": [data],
"Product Unit Price": [data],
"Product Line Total or Amount": [data],
"Manufacturer": [data],
"Batch Or Lot Number": [data],
"Manufacture Date (MFG)": [data],
"Expiration Date": [data]
}
]
}
[End example JSON]


[Start of text]
     ______________________________________________________________________________________________________________________________________________________________


     Job......: QPADEV003R             Packing list and certificate of weight for  197 xxxxxxxx                Date.....: 2022/10/14
     Program..: PKDE624R              Tour : EATG3   Expected Ship Date 2022/10/14                        Time.....:  9:21:39


     User.....: MORENCX3 ______________________________________________________________________________________________________________________________________________________________ Page.....: 0001

                                ListNo                     Size          Gross                    Width           Volume
                                ______       Description ___________________  _____   Qty ___    _________ Wgh  Net _________ Wgh   Length ______   ______   Height ______    ______




     Customer No: 106 0056725901  Dly-Slip3923441      CUST.REF .: PO10022355 PO10022355
        1  CASE FROM  11                                                                   60,0 cm  50,0 cm  59,5 cm 178500,00
                                                                       24,954 kg   6,512 kg                             ccm
                                2G3170       RT HIV-1 CAL       00001       10
                                2G3170       RT HIV-1 CAL       00001       4

                                2G3180       RT HIV-1 CTL       00001       8
        2  CASE FROM  11                                                   24,954 kg   6,512 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3180       RT HIV-1 CTL       00001       22

        3  CASE FROM  11                                                   24,954 kg   6,512 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3180       RT HIV-1 CTL       00001       22

        4  CASE FROM  11                                                   24,954 kg   6,512 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3180       RT HIV-1 CTL       00001       22
        5  CASE FROM  11                                                   24,954 kg   6,512 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm

                                2G3180       RT HIV-1 CTL       00001       22
        6  CASE FROM  11                                                   24,954 kg   6,512 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3180       RT HIV-1 CTL       00001       22

        7  CASE FROM  11                                                   24,954 kg   6,512 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3180       RT HIV-1 CTL       00001       22

        8  CASE FROM  11                                                   24,954 kg   6,512 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3180       RT HIV-1 CTL       00001       22
        9  CASE FROM  11                                                                   60,0 cm  50,0 cm  59,5 cm 178500,00
                                                                       24,954 kg   6,512 kg                             ccm
                                2G3180       RT HIV-1 CTL       00001       22
       10  CASE FROM  11                                                   24,954 kg   6,512 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm

                                2G3180       RT HIV-1 CTL       00001       22
       11  CASE FROM  11                                                    7,452 kg   0,296 kg  30,0 cm  33,0 cm  37,5 cm  37125,00  ccm
                                2G3180       RT HIV-1 CTL       00001       1





     Customer No: 106 0056725901  Dly-Slip3923442      CUST.REF .: PO10022355 PO10022355
        1  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm

                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
        2  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

        3  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

        4  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
        5  CASE FROM  79                                                                   60,0 cm  50,0 cm  59,5 cm 178500,00
                                                                       24,805 kg   6,363 kg                             ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
        6  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm

                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
        7  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

        8  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

        9  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       10  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm

                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       11  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

       12  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21





     ______________________________________________________________________________________________________________________________________________________________


     Job......: QPADEV003R             Packing list and certificate of weight for  197 TANZANIA                Date.....: 2022/10/14
     Program..: PKDE624R              Tour : EATG3   Expected Ship Date 2022/10/14                        Time.....:  9:21:39


     User.....: MORENCX3 ______________________________________________________________________________________________________________________________________________________________ Page.....: 0002

                                ListNo                     Size          Gross                    Width           Volume
                                ______       Description ___________________  _____   ___ Qty    _________ Wgh  Net _________ Wgh   ______ Length   ______   ______ Height    ______




     Customer No: 106 0056725901  Dly-Slip3923442      CUST.REF .: PO10022355 PO10022355
       13  CASE FROM  79                                                                   60,0 cm  50,0 cm  59,5 cm 178500,00
                                                                       24,805 kg   6,363 kg                             ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       14  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm

                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       15  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

       16  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

       17  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       18  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm

                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       19  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

       20  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

       21  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       22  CASE FROM  79                                                                   60,0 cm  50,0 cm  59,5 cm 178500,00
                                                                       24,805 kg   6,363 kg                             ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       23  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm

                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       24  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

       25  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

       26  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       27  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm

                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       28  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       18

                                2G3110       RT HIV-1 AMP KIT 96T 00096       3
       29  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm

                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       30  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

       31  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

       32  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       33  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm

                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       34  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm

                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       35  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

       36  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       37  CASE FROM  79
                                                                       24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       38  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm





     ______________________________________________________________________________________________________________________________________________________________


     Job......: QPADEV003R             Packing list and certificate of weight for  197 TANZANIA                Date.....: 2022/10/14
     Program..: PKDE624R              Tour : EATG3   Expected Ship Date 2022/10/14                        Time.....:  9:21:39


     User.....: MORENCX3 ______________________________________________________________________________________________________________________________________________________________ Page.....: 0003

                                ListNo                     Size          Gross                    Width           Volume
                                ______       Description ___________________  _____   ___ Qty    _________ Wgh  Net _________ Wgh   ______ Length   ______   ______ Height    ______




     Customer No: 106 0056725901  Dly-Slip3923442      CUST.REF .: PO10022355 PO10022355
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

       39  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

       40  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       41  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm

                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       42  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm

                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       43  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

       44  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       45  CASE FROM  79
                                                                       24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       46  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm

                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       47  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

       48  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

       49  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       50  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm

                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       51  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm

                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       52  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

       53  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       54  CASE FROM  79
                                                                       24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       55  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm

                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       56  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

       57  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

       58  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       59  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm

                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       60  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm

                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       61  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

       62  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       63  CASE FROM  79
                                                                       24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       64  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm





     ______________________________________________________________________________________________________________________________________________________________


     Job......: QPADEV003R             Packing list and certificate of weight for  197 TANZANIA                Date.....: 2022/10/14
     Program..: PKDE624R              Tour : EATG3   Expected Ship Date Expected Ship Date 2022/10/14                        Time.....:  9:21:39


     User.....: MORENCX3 ______________________________________________________________________________________________________________________________________________________________ Page.....: 0004

                                                                     Gross
                              ListNo______     Description ___________________ Size_____ Qty___   _________ Wgh  Net _________ Wgh Length______ Width______ Height______ Volume______




     Customer No: Customer No: 106 0056725901 0056725901  Dly-Slip: Dly-Slip: 3923442 3923442      CUST.REF.: CUST.REF.: PO10022355 PO10022355
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

       65  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

       66  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       67  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm

                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       68  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm

                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       69  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

       70  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       71  CASE FROM  79
                                                                       24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       72  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm

                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       73  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

       74  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

       75  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       76  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm

                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       77  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm

                                2G3110       RT HIV-1 AMP KIT 96T 00096       21
       78  CASE FROM  79                                                   24,805 kg   6,363 kg  60,0 cm  50,0 cm  59,5 cm 178500,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       21

       79  CASE FROM  79                                                   22,051 kg   5,454 kg  60,0 cm  50,0 cm  53,0 cm 159000,00  ccm
                                2G3110       RT HIV-1 AMP KIT 96T 00096       18





       Registration Number: TAN 19 MDR 0584



                                                     xxxxxxxxx
                                                  Max-Planck-Ring 2
                                                    xxxxxxxxxxxxxx
                                                     xxxxxxx



[End of text]


Return only the final JSON object. Do not return any other output descriptions or explanations, only the JSON object.

 

 

 

I've created a way to error-handle this by setting a parallel branch to run the GPT action with only the 1st 5000 document text characters & that works to extract all the available data on the 1st page or so. But I'm wondering if there is anything else that can be done on Microsoft's side to improve the model performance & reduce the timeout error.

NowFlow.png

Looks like we both work with logistics, shipping. I will bookmark this prompt to test with my packing lists later 😁

takolota
Multi Super User
Multi Super User

Has Microsoft started applying AI Credits Usage per Create text with GPT prompt or tokens?

I just had a flow fail due to running out of credits. Now I have many more credits available to apply to the environment, but I wouldn't have expected this to happen with the amount of credits already assigned unless the credit cost/usage for this action was outrageously higher than the $.003 per 1000 tokens listed on Logic Apps.

We are facing the exact same issue here, but thought the problem was on our end since we just created a new Environment specific for AI Builder. I wonder what's happening now because we have a lot of credits. My Power Platform admin was going to reach out to Microsoft 

takolota
Multi Super User
Multi Super User

Yes, looks like the action is now taking credits. And oohhhh boy, it is 8.5X MORE EXPENSIVE than the same resources one could access through Azure LLMs or through even the OpenAI HTTP calls. Why does Microsoft think people will pay $.0255 per 1000 tokens for something they could directly call on their own for $.003 per 1000 tokens???

361 Credits for a 28,400 character prompt, using $500 add-on for 1 million credits pricing makes 361 credits = $.1805
Credit usage.png

 

Price comparison to Azure which is equivalent with OpenAI pricing.

AzureCost.png

 

Why does Microsoft ham-string themselves with stupid pricing every time for Power Platform stuff? They say it is because these are on "low-code" tools with lower skill requirements, but frankly it is the same level of skill as any other system. The way they try to get everyone on this is by not offering things like Power Apps actions in Logic Apps.

@ARB_wcc 

takolota
Multi Super User
Multi Super User

At these prices, if anyone is considering using GPT in their Power Automate workflows & you aren’t working with really sensitive data, then you may want to sign up for OpenAI’s direct API services prepare your flows to use the HTTP action to call OpenAI directly.

 https://openai.com/blog/openai-api

 

https://platform.openai.com/docs/guides/gpt

For my personal projects, I've been using OpenAI's API service almost since its inception. The flexibility and fewer restrictions make it feel like I can accomplish more with OpenAI. However, at my workplace, the OpenAI connector is unfortunately blocked due to DLP policies.

@ARB_wcc 

Well next I'm going to test the Azure OpenAI set-up. Because usually in situations like these we can also just do an HTTP request back to an Azure Logic app that uses the Azure version of a service, then send the results in a response back to the flow which can then return it to a Power App or whatever other service that is only available in the regular Power Automate flows. That allows us to get that lower Azure price, even in a Power App.

takolota
Multi Super User
Multi Super User

@ARB_wcc 

From what I'm looking at in a test Azure resource & this helpful guide, it looks like one can just directly call an API endpoint for one's LLM set-up & get the response back in the HTTP action. So at least that means no Logic Apps work-around as long as one has all the required licensing for premium connectors.
A practical look at using and building on Azure OpenAI, specifically the "ChatGPT-style" feature (ju...

In an ideal scenario, the process of extracting data from text should be as straightforward and user-friendly as possible, that's why the "preview" connector "Create Text with GPT" became so popular in my opinion. The need for premium connectors or alternative solutions like Logic Apps should be minimized, but as Microsoft continues to evolve its pricing and restrictions for AI Builder, it's becoming increasingly apparent that complex setups may become the standard approach, rather than an exception. This shift could potentially create barriers for users who are looking for simple, cost-effective solutions. By the way, what's insteresting is that this page AI Builder licensing and credit management | Microsoft Learn states that "AI Builder features that are in preview release status are free to use. You don't need to obtain a license to use AI Builder preview features", however, in practice, it doesn't seem like anything is truly free 🤔

Antoine2F
Power Apps
Power Apps

Hello,

 

An engineering issue in our environment monitoring pipeline has caused the “Create text with GPT” action to trigger incorrect credit consumption. Since the “Create text with GPT” action is still in preview, it should not be triggering credit consumption. A fix is in progress and will be rolling out as soon as possible.

 

We will be proactively reaching out to impacted customers to reimburse the credits that were consumed erroneously. If you believe you have been incorrectly charged for use of the GPT action, please contact: aihelpen@microsoft.com

 

Additionally, the prices discussed in this forum don’t reflect the definite rates that will be applied.  Stay tuned for details on definitive rates that will be announced next month.

 

We apologize for the inconvenience.

Antoine2F

Well, that explains a lot! 

@takolota it looks like you won't have to resort to plan B and plan C 😅

We may have spoken too soon. The original Create text with GPT action is now deprecated and the new Create text with GPT using a prompt action seems more limited because it requires choosing specific prompts & the extraction prompt is more limited.

 

 

ALSO I now do not have access to the intricate prompts I created in the original actions as they no longer open.

 

Thankfully I still have a little time to go back through past flow runs & pull the prompt text from those, but what is Microsoft doing?

ARB_wcc
Super User
Super User

@takolota 

 

They need to fix this asap, I think the post below is the best place to post our complaints now 😅

 

GPT Prompt Builder goes GA and expands to EU,UK,AU - Power Platform Community (microsoft.com)

@ARB_wcc 

I'm looking through this again this morning & it looks like something fell between the cracks with both the new AI Builder GPT action & the classic designer that my flows were still in. On the classic designer, the option to create a new custom prompt isn't clear. I'm testing to see how the custom prompt will work and if it is any extra trouble for users while importing a template flow.

takolota
Multi Super User
Multi Super User

@ARB_wcc 

Alright, now there is an issue with custom prompts & solution imports/exports...

So we can no longer export flows as zip folders, we must export flows inside Solution packages. But if your flow uses any custom prompt, then the Solution package will fail to import to any other environment because the environment does not have the custom prompt resource anywhere. 🙄

 

I could normally use the legacy flow zip import/export or put everything inside a scope to copy to clipboard & paste, but both of those options were removed with the introduction of the new flow designer interface.

It seems the rush to release software has become a race against the calendar, not bugs. It's like Microsoft's playing speed chess with updates—checkmate by New Year's Eve, ready or not.

 

Maybe they should take a leaf out of Rockstar Games' playbook: good things come to those who wait... a decade if necessary. We'll wait for the win, as long as the final level isn't glitched! 😅

takolota
Multi Super User
Multi Super User

@plarrue @Antoine2F

When will solutions support importing packages with custom prompts?

Currently Microsoft has a couple of my projects in a bad catch-22 situation where I can't edit the prompts of the previous GPT preview action because it is deprecated, but I also can't switch to the new GPT prompt action without losing the ability to export & import solutions to different Dev & Production environments.

NoCustomPromptSupportInSolutions.png

CedrickB
Power Apps
Power Apps

Hi Takola,
If you copy your prompt created with the Public Preview Create text with GPT and then create a new custom prompt using the former prompt, you should be able to add it to a solution and move it across environments.
Are you saying that this is not working?

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