SciTE AI assistant

SOLVE-SMART · May 12

Okay, now I need your help @argumentum. I need to understand your scenario/data which lead to a problem.
I didn't test/use it (Ollama) yet. What data needs to be adjusted/escaped?

19 hours ago, argumentum said:

... ...
    $sRequest &= '"system": "' & $sSystem & '", '
    $sPrompt = StringReplace($sPrompt, @CRLF, "\r\n")
    $sPrompt = StringReplace($sPrompt, @TAB, "\t")
    $sPrompt = StringReplace($sPrompt, '"', "\""")
    $sRequest &= '"prompt": "' & $sPrompt & '", '
... ...

..it needed to escape stuff. All good

__JSON_FormatString($sPrompt) is the issue as far as I understood. Am I right, that this version of the function is good in your case (for your data) ...

; before
Func __JSON_FormatString(ByRef $s_String)
    $s_String = _
        StringReplace( _
            StringReplace( _
                StringReplace( _
                    StringReplace( _
                        StringReplace( _
                            StringReplace( _
                                StringReplace( _
                                    StringReplace($s_String, '\', '\\', 0, 1) _
                                , Chr(8), "\b", 0, 1) _
                            , Chr(12), "\f", 0, 1) _
                        , @CRLF, "\n", 0, 1) _
                    , @LF, "\n", 0, 1) _
                , @CR, "\r", 0, 1) _
            , @TAB, "\t", 0, 1) _
        , '"', '\"', 0, 1)
EndFunc   ;==>__JSON_FormatString

... and the current version of the function not, right?

; current version
Func __JSON_FormatString(ByRef $sString)
    Return StringLen($sString) < 50 ? _
    StringTrimRight(StringRegExpReplace($sString & '\\\b\f\n\r\t\"', '(?s)(?|\\(?=.*(\\\\))|[\b](?=.*(\\b))|\f(?=.*(\\f))|\r\n(?=.*(\\n))|\n(?=.*(\\n))|\r(?=.*(\\r))|\t(?=.*(\\t))|"(?=.*(\\")))', '\1'), 15) : _
    StringReplace( _
        StringReplace( _
            StringReplace( _
                StringReplace( _
                    StringReplace( _
                        StringReplace( _
                            StringReplace( _
                                StringReplace($sString, '\', '\\', 0, 1) _
                            , Chr(8), "\b", 0, 1) _
                        , Chr(12), "\f", 0, 1) _
                    , @CRLF, "\n", 0, 1) _
                , @LF, "\n", 0, 1) _
            , @CR, "\r", 0, 1) _
        , @TAB, "\t", 0, 1) _
    , '"', '\"', 0, 1)
EndFunc

Depending on your scenario, I am sure @AspirinJunkie can help to fix that.

Best regards
Sven

argumentum · May 12

14 minutes ago, SOLVE-SMART said:

Okay, now I need your help @argumentum. I need to understand your scenario/data which lead to a problem.
I didn't test/use it (Ollama) yet. What data needs to be adjusted/escaped?

I wrote this:

Spoiler

Global $__g_OllamaAssistant_DefaultURL = "http://localhost:11434"

Func OllamaAssistant_DefaultURL($sStr = Default)
    If $sStr <> Default Then $__g_OllamaAssistant_DefaultURL = $sStr
    Return $__g_OllamaAssistant_DefaultURL
EndFunc

Local $apiEndpoint = OllamaAssistant_DefaultURL() & "/api/generate"

; Define your question as JSON
;~ Local $jsonQuestion = '{ "model": "qwen2.5-coder:3b", "prompt": "What is the capital of France?' & @CRLF & 'What language is spoken there ?", "stream": false}' ; Response: {"error":"invalid character '\\r' in string literal"}
Local $jsonQuestion = '{ "model": "qwen2.5-coder:3b", "prompt": "What is the capital of Spain?\r\nWhat \"language\" is spoken there ?", "stream": false}' ; it likes it
Local $jsonQuestion = '{ "model": "qwen2.5-coder:3b", "role": "user", "prompt": "What is the capital of Spain?\r\nWhat \"language\" is spoken there ?", "stream": false}' ; it likes it

; Create an instance of WinHttpRequest
;~ Local $oHTTP = ObjCreate("WinHttp.WinHttpRequest")
Local $oHTTP = ObjCreate("WinHttp.WinHttpRequest.5.1")

; Connect to the API endpoint and set headers
$oHTTP.Open("POST", $apiEndpoint, False)
$oHTTP.setRequestHeader("Content-Type", "application/json")

; Send the JSON data as POST body
$oHTTP.send($jsonQuestion)

; Check for errors
If @error Then
    MsgBox(0, "Error", "Failed to send request: " & @error)
    $oHTTP = 0
    Exit
Else
    ; Check for errors in HTTP response
    If $oHttp.Status <> 200 Then ConsoleWrite('! Error: $oHttp.Status:' & $oHttp.Status & @CRLF)

    ; Output the response from the API
    ConsoleWrite("Response: " & $oHTTP.ResponseText & @CRLF)
EndIf

; Clean up
$oHTTP = 0

and ollama will tells why it failed.

So I added code to fix those 3 events. @ioa747 said (in not so many words) that those lines were not needed and it all took off from there.
I posted in @AspirinJunkie's thread, and once his coded gets fixed, these 2 past pages can be removed. ( ...well, disregarded )

23 minutes ago, SOLVE-SMART said:

Depending on your scenario,

24 minutes ago, SOLVE-SMART said:

; current version
Func __JSON_FormatString(ByRef $sString)
    Return StringLen($sString) < 50 ? _
    StringTrimRight(StringRegExpReplace($sString &

...that byRef and return would not fly as is. Am sure he'll fix it once he sees it.

ioa747 · May 13

18 hours ago, argumentum said:

So I added code to fix those 3 events. @ioa747 said (in not so many words) that those lines were not needed and it all took off from there.

I apologize, 😔
I still didn't understand what had happened and it wasn't working for you.
Then when I saw here that you started escaping control characters, I was surprised.

(I still didn't understand what had happened)
That's why I passed you just '__JSON_FormatString($sPrompt) '
I thought you just removed the __JSON_FormatString($sPrompt)

Even after you showed me here with the scary
StringRegExpReplace($sString & '\\\b\f\n\r\t\"', '(?s)(?|\$?=.*(\\\$)|[\b](?=.*(\\b))|\f(?=.*(\\f))|\r\n(?=.*(\\n))|\n(?=.*(\\n))|\r(?=.*(\\r))|\t(?=.*(\\t))|"(?=.*(\\")))', '\1'),
I thought it was your addition because something didn't work for you, or you have some old version of JSON.au3

and that's why I asked you (and which is the right one?
; Version .......: 0.10 ? )
because I checked on github what the current version is, and it was 10, which is the one I had
(I didn't go and see if the function was the same, I just looked at the header)

I got the full picture today when I read all the relevant posts.
I concluded that, I was misusing a UDF function, which is intended for internal use only.

After all this I came to the conclusion.
That I need to make an internal function for escaping control characters, so that I have better control.
and since my JSON parser requirements are basic, for a specific JSON format,
I will also make a fake JSON parser, so that I can extract the data I need from JSON, without external additions (at least until needed)
This will also help me to better understand the JSON format

thanks for understanding
I apologize to everyone for the upset I caused you, it was not my intention.

SOLVE-SMART · May 13

You are such a nice person @ioa747. In my opinion there is no apology necessary at all. There was a misunderstanding and that's it. But thanks for the clarification - no worries and thanks for your effort regarding this LLM <==> AutoIt thingy 😁 .

Best regards
Sven

ioa747 · May 13

On 5/11/2025 at 7:37 PM, ioa747 said:

update to Version: 0.6

With internal JSON functions (at least until needed)

ioa747 · May 14

On 5/11/2025 at 7:37 PM, ioa747 said:

update to Version: 0.7

basic changes:

I changed the Timeouts, to WinHttp.WinHttpRequest.5.1 , because it ended unexpectedly, in larger models
; ResolveTimeout: 5 sec ; ConnectTimeout: 10 sec ; SendTimeout: 30 sec ; ReceiveTimeout: 120 sec

I added an additional Unescape, because some models return it like this
; Unescape \u00XX characters
$sString = StringReplace($sString, '\u003c', '<', 0, 1)
$sString = StringReplace($sString, '\u003e', '>', 0, 1)

I expanded Unescape to
Json_EscapeString($sAssistant)
Json_EscapeString($sSystem)

ioa747 · May 22

On 5/11/2025 at 7:37 PM, ioa747 said:

update to Version: 0.8

I changed the approach, and made it as SciTE tool.
This way, the selection process, and console writing, is handled internally by SciTE.
To do this you need to add the following to SciTEUser.properties (Adding_utilities_to_the_SciTE_Tools_menu)

#------------------------------------------------------------------------------
# 41 SciTE_AI_Assistant
command.41.$(au3)="$(SciteDefaultHome)\..\AutoIt3.exe" "D:\i\Pro\.AutoIT\SciTE_AI_Assistant\SciTE_AI_Assistant.au3"
command.subsystem.41.$(au3)=0
command.name.41.$(au3)=SciTE AI Assistant
command.shortcut.41.*.au3=F10
command.save.before.41.$(au3)=2
# command.replace.selection.41.$(au3)=1
command.quiet.41.$(au3)=0
command.input.41.$(au3)=$(CurrentSelection)
#------------------------------------------------------------------------------
#---------------------- Contex Menu -------------------------------------------
user.context.menu=\
||\
>>>  SciTE AI Assistant  <<< |1141|\
||\
Execute Selected Path|IDM_OPENSELECTED|\
#------------------------------------------------------------------------------

and make the necessary adjustments

e.g. in
command.41.$(au3)="$(SciteDefaultHome)\..\AutoIt3.exe" "D:\i\Pro\.AutoIT\SciTE_AI_Assistant\SciTE_AI_Assistant.au3"

your path for the d:\your\location\SciTE_AI_Assistant\SciTE_AI_Assistant.au3

You may need to adjust the 41 to the first tool number available to you.

in this case, change the >>> SciTE AI Assistant <<< |1141|\ as well in the Context Menu

After that, select the text in the SciTE, right-click and select 'instruction' from the context menu '>>> SciTE AI Assistant <<<'

argumentum · May 22

11 hours ago, ioa747 said:

your path for the d:\your\location\SciTE_AI_Assistant\SciTE_AI_Assistant.au3

My path is where SciTE is at because this is for SciTE. So I made a folder under that path and put it there ( $(SciteDefaultHome)\SciTE_AI_Assistant\SciTE_AI_Assistant.au3 )

But am (a) forgetful, (b) lazy and (c) have VMs running SciTE everywhere. And I'll have to add the new command everywhere !.
Solution ?. A script to get it done for me !.

main(0)
Func main($iRemoveTheCommand = 0)
    Local $sPath_Scite = StringLeft(@AutoItExe, StringInStr(@AutoItExe, "\", 0, -1)) & 'SciTE'
    Local $iIsSciteThere = (FileGetSize($sPath_Scite & '\SciTE.exe') ? 1 : 0)
    ConsoleWrite('--- SciTE exists ? >' & ($iIsSciteThere ? "YES" : "NO") & '<' & @CRLF)

    Local $iIsScriptThere = (FileGetSize($sPath_Scite & '\SciTE_AI_Assistant\SciTE_AI_Assistant.au3') ? 1 : 0)
    ConsoleWrite('--- AI_Assistant script exists ? >' & ($iIsScriptThere ? "YES" : "NO") & '<' & @CRLF)
    If Not $iIsScriptThere Then
        ConsoleWriteEm('+++ Nothing to do, script is not at "' & $sPath_Scite & '\SciTE_AI_Assistant\SciTE_AI_Assistant.au3' & @CRLF)
        Return
    EndIf

    If Not StringInStr($CmdLineRaw, "/ErrorStdOut ") Then
        Local $iRet = MsgBox(262144 + 32 + 3 + 512, @ScriptName, "" & _
                "Click Yes to add it" & @LF & _
                "No to remove it" & @LF & _ ;        in case you jusy click-click the script
                "Cancel to cancel it" & @LF & _ ;     outside SciTE
                "..you have 60 seconds to decide. Tic-toc  =P", 60)
        Switch $iRet
            Case 6 ; $IDYES (6)
                $iRemoveTheCommand = 0
            Case 7 ; $IDNO (7)
                $iRemoveTheCommand = 1
            Case Else
                Return
        EndSwitch
    EndIf

    Local $sPropertiesFilename = $sPath_Scite & "\Properties\au3.properties"
    Local $aProperties = FileReadToArray($sPropertiesFilename)
    If @error Then
        ConsoleWriteEm('!!! Error reading the file, bye.' & @CRLF)
        Return
    EndIf

    If $iRemoveTheCommand Then
        $sNewPropertiesFile = sciteAiAssistant_CommandSnippet_Remove($aProperties)
        If @error Then
            ConsoleWriteEm('!!! Nothing to do, the entry was not found !' & @CRLF)
            Return
        EndIf
        Local $hFileOpen = FileOpen($sPropertiesFilename, 2) ; $FO_OVERWRITE (2) = Write mode (erase previous contents)
        If $hFileOpen = -1 Then
            ConsoleWriteEm('!!! FAILED to open file for re-write !' & @CRLF)
            Return
        EndIf
        FileWrite($hFileOpen, $sNewPropertiesFile)
        FileClose($hFileOpen)
        ConsoleWriteEm('+++ Done. All good.' & @CRLF)
        Return
    EndIf



    Local $iLastCommand = findLastCommand($aProperties)
    Local $iError = @error
    Local $iExtended = @extended
    ConsoleWrite('--- LastEntryNumber , $nArrayIndex , existed >' & $iLastCommand & ' , ' & $iExtended & ' , ' & $iError & '<' & @CRLF)
    If $iError Then
        ConsoleWriteEm('+++ Nothing to do, entry already there' & @CRLF)
        Return
    EndIf

    $aProperties[$iExtended] &= @CRLF & sciteAiAssistant_CommandSnippet($iLastCommand + 1)
    If @error Then ; not gonna happen but the AI feels better with this here  =D
        ConsoleWriteEm('+++ something went wrong, bye.' & @CRLF)
        Return
    EndIf
    Local $sNewPropertiesFile = ""
    For $n = 0 To UBound($aProperties) - 1
        $sNewPropertiesFile &= $aProperties[$n] & @CRLF
    Next

;~  Exit ConsoleWrite($sNewPropertiesFile)

    Local $hFileOpen = FileOpen($sPropertiesFilename, 2) ; $FO_OVERWRITE (2) = Write mode (erase previous contents)
    If $hFileOpen = -1 Then
        ConsoleWriteEm('!!! FAILED to open file for re-write !' & @CRLF)
        Return
    EndIf
    FileWrite($hFileOpen, $sNewPropertiesFile)
    FileClose($hFileOpen)
    ConsoleWriteEm('+++ Done. All good.' & @CRLF)
EndFunc   ;==>main

Func sciteAiAssistant_CommandSnippet_Remove($aProperties)
    Local $iError = 0, $iSkip = 0, $sRet = ""
    For $n = 0 To UBound($aProperties) - 1
        If $iSkip = 0 And _
                StringInStr($aProperties[$n], "SciTE_AI_Assistant") And _
                StringInStr($aProperties[$n], "-8<-") Then ; start
            $iSkip = 1
            $iError += 1
            ContinueLoop
        EndIf
        If $iSkip = 1 And _
                StringInStr($aProperties[$n], "SciTE_AI_Assistant") And _
                StringInStr($aProperties[$n], "->8-") Then ; end
            $iSkip = 0
            $iError += 1
            ContinueLoop
        EndIf
        If Not $iSkip Then $sRet &= $aProperties[$n] & @CRLF
    Next
;~  ConsoleWrite(@CRLF & '$iError = ' & $iError & @CRLF & $sRet & @CRLF)
    Return SetError(($iError = 2 ? 0 : 1), 0, $sRet)
EndFunc   ;==>sciteAiAssistant_CommandSnippet_Remove

Func findLastCommand($aProperties)
    Local $aTemp, $iError = 0, $iRet = -1, $iExtended = -1
    For $n = 0 To UBound($aProperties) - 1
        If StringInStr($aProperties[$n], "\SciTE_AI_Assistant.au3") Then $iError += 1
        If Not StringInStr($aProperties[$n], "command.") = 1 Then ContinueLoop
        If Not StringInStr($aProperties[$n], "=") Then ContinueLoop
        $aTemp = StringSplit($aProperties[$n], ".$(au3)=", 1)
        $aTemp = StringSplit($aTemp[1], ".", 0)
        For $m = $aTemp[0] To 1 Step -1
            If $aTemp[$m] = Int($aTemp[$m]) And $aTemp[$m] > 0 And $iRet <= $aTemp[$m] Then
                $iRet = Int($aTemp[$m])
                $iExtended = $n
                ExitLoop
            EndIf
        Next
    Next
    Return SetError($iError, $iExtended, $iRet)
EndFunc   ;==>findLastCommand

; ( all the comments in this function aids the AI to make sense of how it work )
Func sciteAiAssistant_CommandSnippet($iCommandIndexNumber, $sFileIsAt = "$(SciteDefaultHome)\SciTE_AI_Assistant\SciTE_AI_Assistant.au3")
    If Int($iCommandIndexNumber) < 5 Then Return SetError(1, 0, "")
    Local $sRet = "" ; string to be crated andf formated to be added to a SciTE properties file
    $sRet &= "# ---------- SciTE_AI_Assistant ----8<---------" & @CRLF
    $sRet &= "# " & $iCommandIndexNumber & " SciTE_AI_Assistant" & @CRLF ; comment line entry
    $sRet &= "command." & $iCommandIndexNumber & ".$(au3)=""$(SciteDefaultHome)\..\AutoIt3.exe"" """ & $sFileIsAt & """" & @CRLF
    $sRet &= "command.subsystem." & $iCommandIndexNumber & ".$(au3)=0" & @CRLF
    $sRet &= "command.name." & $iCommandIndexNumber & ".$(au3)=SciTE AI Assistant" & @CRLF ; $sFileIsAt = a full filename. Can have a SciTE constant in it.
    $sRet &= "command.shortcut." & $iCommandIndexNumber & ".*.au3=F10" & @CRLF ; $iCommandIndexNumber = next unused integer value to use in SciTE's menu system
    $sRet &= "command.save.before." & $iCommandIndexNumber & ".$(au3)=2" & @CRLF
    $sRet &= "# command.replace.selection." & $iCommandIndexNumber & ".$(au3)=1" & @CRLF
    $sRet &= "command.quiet." & $iCommandIndexNumber & ".$(au3)=0" & @CRLF
    $sRet &= "command.input." & $iCommandIndexNumber & ".$(au3)=$(CurrentSelection)" & @CRLF
    $sRet &= "# ----------->8--- SciTE_AI_Assistant ---------"
    Return SetError(0, 0, $sRet) ; https://www.scintilla.org/SciTEDoc.html
EndFunc   ;==>sciteAiAssistant_CommandSnippet

Func ConsoleWriteEm($sStr)
    If StringInStr($CmdLineRaw, "/ErrorStdOut ") Then
        ConsoleWrite($sStr)
    Else
        MsgBox(262144, @ScriptName, StringTrimRight($sStr, 2), 60)
    EndIf
EndFunc   ;==>ConsoleWriteEm

..close SciTE, open SciTE. and enjoy {F10}

Edit: Changed the entry a bit to be able to add or remove the entry more easily.

Edited May 23 by argumentum
English

ioa747 · June 1

On 5/11/2025 at 7:37 PM, ioa747 said:

update to Version: 0.9

I divide the project into parts for easier management.

AI_Assistant.au3

which is included in SciTE_AI_Assistant.au3,
but can also be used as a standalone UDF

in which I #include "StringSize.au3" ; "https://www.autoitscript.com/forum/topic/114034-stringsize-m23-bugfix-version-27-dec-23" by Melba23 - thanks for that
So that it folds the console output, and is visible within its boundaries (especially when it is on the side and is slim) for more comfortable reading

SciTE_AI_Assistant.au3

changed the approach (again) , and made it as SciTE tool.
This way, the selection process, and console writing, is handled internally by SciTE.
To do this you need to add the following to SciTEUser.properties (Adding_utilities_to_the_SciTE_Tools_menu)

#------------------------------------------------------------------------------
# 41 SciTE_AI_Assistant
command.41.$(au3)="$(SciteDefaultHome)\..\AutoIt3.exe" "D:\i\Pro\.AutoIT\SciTE_AI_Assistant\SciTE_AI_Assistant.au3"
command.subsystem.41.$(au3)=0
command.name.41.$(au3)=SciTE AI Assistant
command.shortcut.41.*.au3=F10
command.save.before.41.$(au3)=2
# command.replace.selection.41.$(au3)=1
# command.quiet.41.$(au3)=0
# command.input.41.$(au3)=$(CurrentSelection)
#------------------------------------------------------------------------------
#---------------------- Contex Menu -------------------------------------------
user.context.menu=\
||\
>>>  SciTE AI Assistant  <<< |1141|\
||\
Execute Selected Path|IDM_OPENSELECTED|\
#------------------------------------------------------------------------------

and make the necessary adjustments

e.g. in
command.41.$(au3)="$(SciteDefaultHome)\..\AutoIt3.exe" "D:\i\Pro\.AutoIT\SciTE_AI_Assistant\SciTE_AI_Assistant.au3"

your path for the d:\your\location\SciTE_AI_Assistant\SciTE_AI_Assistant.au3

You may need to adjust the 41 to the first tool number available to you.

in this case, change the >>> SciTE AI Assistant <<< |1141|\ as well in the Context Menu

I added:
Prompt Builder GUI

The script described is an advanced AI prompt builder tool
The tool provides a user-friendly interface that allows users to create, manage, and execute AI prompts based on predefined
templates or customizable settings from .ini file.

macros in the Prompt Builder GUI
@Selection@ = the Selection of SciTE
@ScriptName@ = the Script Name (useful as title)
@ScriptFullPath@ = all the content of Script
@ClipGet@ = the content of Clipboard
@FileRead(FilePath)@ = the content of FilePath

FIM (Fill-in-the-Middle <??> )

when it comes to FIM (Fill-in-the-Middle <??> ), the '<??>' tag is to specify the-Middle
e.g. as in the example below, highlight the text , right click , and select, >>> SciTE AI Assistant <<< , FIM (Fill-in-the-Middle <??> )

Func SumNumbers($aNumbers)
    Local $iTotal = 0
        For $i = 0 To UBound($aNumbers) - 1
        <??>
        Next
    Return $iTotal
EndFunc

Edited June 1 by ioa747

ioa747 · June 9

On 5/11/2025 at 7:37 PM, ioa747 said:

update to Version: 0.12

I added a new function: _AI_Request which asynchronously sends a request to _AI_Call() and waits for the response.

I also added a new parameter $iThink - Enable or disable thinking if Model supporting (0=none, 1=yes/not visible, 2=yes/visible). (Default is 0)
to conform with the new ability to enable or disable thinking. (feature since version 0.9.0)

Ollama now has the ability to enable or disable thinking. This gives users the flexibility to choose the model’s thinking behavior for different applications and use cases.
When thinking is enabled, the output will separate the model’s thinking from the model’s output. When thinking is disabled, the model will not think and directly output the content.

Models that support thinking:

DeepSeek R1
Qwen 3
more will be added under thinking models.

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