Agentic Calls corrected to comply with new Architecture

lib/services/agentic_services/agent_caller.dart

@@ -7,7 +7,7 @@ import 'package:genai/genai.dart';
 class APIDashAgentCaller {
   static APIDashAgentCaller instance = APIDashAgentCaller();
 
-  Future<(String? output, String error)> call(
+  Future<dynamic> call(
     APIDashAIAgent agent, {
     required WidgetRef ref,
     required AgentInputs input,
@@ -15,7 +15,7 @@ class APIDashAgentCaller {
     final defaultAIModel =
         ref.read(settingsProvider.select((e) => e.defaultAIModel));
     if (defaultAIModel == null) {
-      return (null, 'NO_DEFAULT_LLM');
+      throw Exception('NO_DEFAULT_LLM');
     }
     final baseAIRequestObject = AIRequestModel.fromJson(defaultAIModel);
     final ans = await GenAIAgenticService.callAgent(

lib/services/agentic_services/agents/agents.dart

@@ -0,0 +1,5 @@
+export 'intermediate_rep_gen.dart';
+export 'semantic_analyser.dart';
+export 'stac2flutter.dart';
+export 'stacgen.dart';
+export 'stacmodifier.dart';

lib/services/agentic_services/agents/intermediate_rep_gen.dart

@@ -1,6 +1,6 @@
 import 'package:genai/agentic_engine/blueprint.dart';
 
-const String kIntermediateRepGenSystemPrompt = """
+const String _sysprompt = """
 You are an expert at converting API Responses into a YAML schema tree.
 When you get a given JSON API Response, I want you to break it down and recombine it in the form of a YAMK UI schema.
 
@@ -45,7 +45,7 @@ class IntermediateRepresentationGen extends APIDashAIAgent {
 
   @override
   String getSystemPrompt() {
-    return kIntermediateRepGenSystemPrompt;
+    return _sysprompt;
   }
 
   @override

lib/services/agentic_services/agents/semantic_analyser.dart

@@ -1,6 +1,6 @@
 import 'package:genai/agentic_engine/blueprint.dart';
 
-const String kSemanticAnalyserSystemPrompt = """
+const String _sysprompt = """
 You are an expert at understanding API response structures. 
 When i provide a sample JSON response, Please give me a semantic analysis about it.
 
@@ -20,7 +20,7 @@ class ResponseSemanticAnalyser extends APIDashAIAgent {
 
   @override
   String getSystemPrompt() {
-    return kSemanticAnalyserSystemPrompt;
+    return _sysprompt;
   }
 
   @override

lib/services/agentic_services/agents/stac2flutter.dart

@@ -1,6 +1,6 @@
 import 'package:genai/agentic_engine/blueprint.dart';
 
-const String kIntermediateRepGenSystemPrompt = """
+const String _sysprompt = """
 You are an expert agent whose sole JOB is to accept FLutter-SDUI (json-like) representation 
 and convert it into actual working FLutter component.
 
@@ -22,7 +22,7 @@ class StacToFlutterBot extends APIDashAIAgent {
 
   @override
   String getSystemPrompt() {
-    return kIntermediateRepGenSystemPrompt;
+    return _sysprompt;
   }
 
   @override

lib/services/agentic_services/agents/stacgen.dart

@@ -1,6 +1,6 @@
 import 'package:genai/agentic_engine/blueprint.dart';
 
-const String kIntermediateRepGenSystemPrompt = """
+const String _sysprompt = """
 You are an expert agent whose sole JOB is to generate FLutter-SDUI (json-like) representation from a Text based description
 and a provided Schema
 
@@ -232,7 +232,7 @@ class StacGenBot extends APIDashAIAgent {
 
   @override
   String getSystemPrompt() {
-    return kIntermediateRepGenSystemPrompt;
+    return _sysprompt;
   }
 
   @override

lib/services/agentic_services/agents/stacmodifier.dart

@@ -1,6 +1,6 @@
 import 'package:genai/agentic_engine/blueprint.dart';
 
-const String kIntermediateRepGenSystemPrompt = """
+const String _sysprompt = """
 You are an expert agent whose sole JOB is to accept FLutter-SDUI (json-like) representation 
 and modify it to match the requests of the client.
 
@@ -21,7 +21,7 @@ class SlacModifierBot extends APIDashAIAgent {
 
   @override
   String getSystemPrompt() {
-    return kIntermediateRepGenSystemPrompt;
+    return _sysprompt;
   }
 
   @override

lib/widgets/ai_ui_desginer_widgets.dart

@@ -1,13 +1,15 @@
 import 'dart:convert';
-
 import 'package:apidash/consts.dart';
 import 'package:apidash/services/agentic_services/agent_caller.dart';
 import 'package:apidash/widgets/widget_sending.dart';
 import 'package:apidash_design_system/apidash_design_system.dart';
 import 'package:flutter/material.dart';
 import 'package:flutter_riverpod/flutter_riverpod.dart';
+import 'package:genai/agentic_engine/blueprint.dart';
 import 'package:stac/stac.dart' as stac;
 
+import '../services/agentic_services/agents/agents.dart';
+
 void showCustomDialog(BuildContext context, String content) {
   showDialog(
     context: context,
@@ -48,32 +50,37 @@ class _DialogContentsState extends ConsumerState<DialogContents> {
     });
     //STEP 1: RESPONSE_ANALYSER (call the Semantic Analysis & IRGen Bots in parallel)
     final step1Res = await Future.wait([
-      APIDashAgentCaller.instance.semanticAnalyser(
+      APIDashAgentCaller.instance.call(
-        ref,
+        ResponseSemanticAnalyser(),
+        ref: ref,
         input: AgentInputs(query: apiResponse),
       ),
-      APIDashAgentCaller.instance.irGenerator(
+      APIDashAgentCaller.instance.call(
-        ref,
+        IntermediateRepresentationGen(),
+        ref: ref,
         input: AgentInputs(variables: {
           'VAR_API_RESPONSE': apiResponse,
         }),
       ),
     ]);
-    final SA = step1Res[0]['SEMANTIC_ANALYSIS'];
+
-    final IR = step1Res[1]['INTERMEDIATE_REPRESENTATION'];
+    final SA = step1Res[0]?['SEMANTIC_ANALYSIS'];
+    final IR = step1Res[1]?['INTERMEDIATE_REPRESENTATION'];
     print("Semantic Analysis: $SA");
     print("Intermediate Representation: $IR");
 
     //STEP 2: STAC_GEN (Generate the SDUI Code)
-    final sduiCode = await APIDashAgentCaller.instance.stacGenerator(
+
-      ref,
+    final sduiCode = await APIDashAgentCaller.instance.call(
+      StacGenBot(),
+      ref: ref,
       input: AgentInputs(variables: {
         'VAR_RAW_API_RESPONSE': apiResponse,
         'VAR_INTERMEDIATE_REPR': IR,
         'VAR_SEMANTIC_ANALYSIS': SA,
       }),
     );
-    return sduiCode['STAC'].toString();
+    return sduiCode?['STAC']?.toString() ?? "<NONE>";
   }
 
   @override