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(Visual Basic 6.0) Demonstrates Manual Tool Function CallsSee more AI ExamplesDemonstrates how to do manual tool function calling using Chilkat. This is where your application manually checks for function calls in the AI's response, makes the function calls, and returns the function call results to the AI.Note: This example requires Chilkat v11.4.0 or greater. For more information, see https://www.chilkatsoft.com/ai_tool_function_caling_briefly_explained.asp
Dim success As Long success = 0 ' Create the following JSON to define tool functions available for the AI to use. ' Note: You'll use the following JSON format regardless of the AI provider, whether ' it be ChatGPT, Gemini, Claude, Grok, etc. Chilkat automatically converts to the required ' format needed for a given AI provider. ' In this example, the application is providing two functions the AI may choose to call. ' { ' "tools": [ ' { ' "name": "get_horoscope", ' "description": "Get today's horoscope for an astrological sign.", ' "parameters": { ' "properties": { ' "sign": { ' "type": "string", ' "description": "An astrological sign like Taurus or Aquarius" ' } ' } ' } ' }, ' { ' "name": "get_compatibility", ' "description": "Returns compatibility analysis between two zodiac signs, including a score and explanation.", ' "parameters": { ' "properties": { ' "sign1": { ' "type": "string", ' "description": "The first zodiac sign (e.g., Aries, Taurus, Gemini)." ' }, ' "sign2": { ' "type": "string", ' "description": "The second zodiac sign (e.g., Aries, Taurus, Gemini)." ' }, ' "relationship_type": { ' "type": "string", ' "description": "Type of compatibility to evaluate. (e.g., romantic, friendship, professional, general)" ' }, ' "detail_level": { ' "type": "string", ' "description": "Level of detail in the response. (e.g., short, medium, detailed)" ' } ' } ' } ' } ' ] ' } Dim jsonTools As New ChilkatJsonObject Dim toolIdx As Long toolIdx = 0 jsonTools.I = toolIdx success = jsonTools.UpdateString("tools[i].name","get_horoscope") success = jsonTools.UpdateString("tools[i].description","Get today's horoscope for an astrological sign.") success = jsonTools.UpdateString("tools[i].parameters.properties.sign.type","string") success = jsonTools.UpdateString("tools[i].parameters.properties.sign.description","An astrological sign like Taurus or Aquarius") toolIdx = toolIdx + 1 jsonTools.I = toolIdx success = jsonTools.UpdateString("tools[i].name","get_compatibility") success = jsonTools.UpdateString("tools[i].description","Returns compatibility analysis between two zodiac signs, including a score and explanation.") success = jsonTools.UpdateString("tools[i].parameters.properties.sign1.type","string") success = jsonTools.UpdateString("tools[i].parameters.properties.sign1.description","The first zodiac sign (e.g., Aries, Taurus, Gemini).") success = jsonTools.UpdateString("tools[i].parameters.properties.sign2.type","string") success = jsonTools.UpdateString("tools[i].parameters.properties.sign2.description","The second zodiac sign (e.g., Aries, Taurus, Gemini).") success = jsonTools.UpdateString("tools[i].parameters.properties.relationship_type.type","string") success = jsonTools.UpdateString("tools[i].parameters.properties.relationship_type.description","Type of compatibility to evaluate. (e.g., romantic, friendship, professional, general)") success = jsonTools.UpdateString("tools[i].parameters.properties.detail_level.type","string") success = jsonTools.UpdateString("tools[i].parameters.properties.detail_level.description","Level of detail in the response. (e.g., short, medium, detailed)") ' More tools can be added as desired.. jsonTools.EmitCompact = 0 Debug.Print jsonTools.Emit() Dim ai As New ChilkatAi ' Register the tools that will be made available to the AI. success = ai.RegisterManualTools(jsonTools) ' The provider can be "openai", "google", "claude", "grok", "mistral", "custom", etc. ai.Provider = "openai" ' Use your provider's API key. ai.ApiKey = "MY_API_KEY" ' Choose a model. ai.Model = "gpt-5-mini" ' Tool function calling must always occur within a conversation. Dim conversation_name As String conversation_name = "convo_astrology" Dim sysMessage As String sysMessage = "You are a helpful astrologer" Dim devMessage As String devMessage = "Respond only with a horoscope generated by a tool. Use the tool output as the final answer." success = ai.NewConvo(conversation_name,sysMessage,devMessage) ' Provide inputs success = ai.InputAddText("What is my horoscope? I am an Aquarius.") ' Send inputs, tool functions, etc. and ask for a "text" response. success = ai.Ask("text") If (success = 0) Then Debug.Print ai.LastErrorText Exit Sub End If ' Did the AI respond with requests for tool function calls? If (ai.HasFunctionCalls = 1) Then Dim jsonFn As New ChilkatJsonObject jsonFn.EmitCompact = 0 success = ai.GetFunctionCalls(jsonFn) Debug.Print jsonFn.Emit() ' Note: Chilkat will convert responses from all AI providers to this format: ' { ' "function_call": [ ' { ' "name": "get_horoscope", ' "call_id": "call_RYmeysYQFocFc7Z2ofkv61dW", ' "arguments": "{\"sign\":\"Aquarius\"}", ' "args": { ' "sign": "Aquarius" ' } ' } ' ] ' } Dim numFnCalls As Long numFnCalls = jsonFn.SizeOfArray("function_call") Dim fn_idx As Long fn_idx = 0 Do While (fn_idx < numFnCalls) jsonFn.I = fn_idx Dim sbFnName As New ChilkatStringBuilder success = jsonFn.StringOfSb("function_call[i].name",sbFnName) Dim callId As String callId = jsonFn.StringOf("function_call[i].call_id") If (sbFnName.ContentsEqual("get_horoscope",1) = 1) Then ' The get_horoscope function (as defined above) has one argument named "sign". Dim zodiac_sign As String zodiac_sign = jsonFn.StringOf("function_call[i].args.sign") Debug.Print "zodiac_sign = " & zodiac_sign ' Insert application code here to call your app's get_horoscope function, passing the zodiac_sign to it.. ' For this example, we'll pretend the app's get_horoscope function returned the following: Dim applicationFnCallResult As String applicationFnCallResult = "Aquarius: Next Tuesday you will befriend a baby otter." ' Provide the tool call result as an input for the followup Ask. success = ai.InputAddFnResult(callId,applicationFnCallResult) End If ' Your application would add code to check for and handle each possible function call. fn_idx = fn_idx + 1 Loop ' After making the requested tool function calls, send the results back to the AI. success = ai.Ask("text") If (success = 0) Then Debug.Print ai.LastErrorText Exit Sub End If End If ' Get the final AI response. Dim sbResponse As New ChilkatStringBuilder success = ai.GetOutputTextSb(sbResponse) Debug.Print sbResponse.GetAsString() |
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