Fix: Golden prompting of Explain, debug and Generate Test cases

lib/services/ollama_service.dart

@@ -2,15 +2,15 @@ import 'dart:convert';
 import 'package:ollama_dart/ollama_dart.dart';
 
 class OllamaService {
-final OllamaClient _client;
+  final OllamaClient _client;
 
-OllamaService() : _client = OllamaClient(baseUrl: 'http://127.0.0.1:11434/api');
+  OllamaService() : _client = OllamaClient(baseUrl: 'http://127.0.0.1:11434/api');
 
   // Generate response
   Future<String> generateResponse(String prompt) async {
     final response = await _client.generateCompletion(
       request: GenerateCompletionRequest(
-          model: 'llama3.2:1b',
+          model: 'llama3.2:3b',
           prompt: prompt
       ),
     );
@@ -184,118 +184,4 @@ generate same to same type of test case url for test purpose
     }
 
   }
-
-
-  Future<String> generateTestCases({required dynamic requestModel, required dynamic responseModel}) async {
-    final method = requestModel.httpRequestModel?.method
-        .toString()
-        .split('.')
-        .last
-        .toUpperCase()
-        ?? "GET";
-    final endpoint = requestModel.httpRequestModel?.url ?? "Unknown endpoint";
-    final headers = requestModel.httpRequestModel?.enabledHeadersMap ?? {};
-    final parameters = requestModel.httpRequestModel?.enabledParamsMap ?? {};
-    final body = requestModel.httpRequestModel?.body;
-    final statusCode = responseModel.statusCode ?? 200;
-
-    // Extract example values from successful response
-    final responseBody = responseModel.body is String
-        ? jsonDecode(responseModel.body)
-        : responseModel.body;
-    final exampleValues = _extractExampleValues(parameters, responseBody);
-
-    final prompt = '''
-Generate comprehensive test cases in JSON format for this API endpoint:
-
-API Details:
-- Endpoint: $endpoint
-- Method: $method
-- Headers: ${headers.isNotEmpty ? jsonEncode(headers) : "None"}
-- Parameters: ${parameters.isNotEmpty ? jsonEncode(parameters) : "None"}
-- Successful Response Example (${statusCode}): ${jsonEncode(responseBody)}
-
-Test Case Requirements:
-1. Structure tests in JSON format with arrays for different categories
-2. Include valid parameter combinations from the actual request
-3. Create edge cases using min/max values and boundary conditions
-4. Generate invalid parameter combinations that trigger error responses
-5. Include authentication failure scenarios if applicable
-6. Mirror successful response structure in test expectations
-
-JSON Template:
-{
-  "test_cases": {
-    "valid": [
-      {
-        "name": "Test valid request with typical parameters",
-        "parameters": { /* mirror actual parameter structure */ },
-        "expected": {
-          "status_code": ${statusCode},
-          "body_patterns": { /* key fields to validate */ }
-        }
-      }
-    ],
-    "edge_cases": [
-      {
-        "name": "Test maximum limit boundary",
-        "parameters": { /* edge values */ },
-        "expected": { /* status and response patterns */ }
-      }
-    ],
-    "invalid": [
-      {
-        "name": "Test missing required parameter",
-        "parameters": { /* incomplete params */ },
-        "expected": {
-          "status_code": 400,
-          "error_patterns": [ "missing field", "required" ]
-        }
-      }
-    ]
-  }
-}
-
-Example Values from Current Implementation:
-${jsonEncode(exampleValues)}
-
-Generation Guidelines:
-- Use parameter names and structure from the actual request
-- Base valid values on successful response patterns
-- Derive edge cases from parameter types (e.g., string length, number ranges)
-- Match error responses to observed API behavior
-- Include authentication headers if present in original request
-- Prioritize testing critical business logic endpoints
-
-Generate the JSON test suite following this structure and guidelines.
-''';
-
-    return generateResponse(prompt);
-  }
-
-  Map<String, dynamic> _extractExampleValues( Map<String, String> parameters, dynamic responseBody) {
-    final examples = <String, dynamic>{};
-
-    // Extract parameter examples
-    examples['parameters'] = parameters.map((k, v) =>
-        MapEntry(k, _deriveValuePattern(v)));
-
-    // Extract response body patterns
-    if (responseBody is Map) {
-      examples['response_patterns'] = responseBody.map((k, v) =>
-          MapEntry(k, _deriveValuePattern(v)));
-    }
-
-    return examples;
-  }
-
-  String _deriveValuePattern(dynamic value) {
-    if (value is num) return "{number}";
-    if (value is String) {
-      if (DateTime.tryParse(value) != null) return "{datetime}";
-      if (value.contains('@')) return "{email}";
-      return "{string}";
-    }
-    return "{value}";
-  }
 }

lib/widgets/chatbot_widget.dart

@@ -5,29 +5,28 @@ import 'package:flutter_markdown/flutter_markdown.dart';
 
 
 class ChatbotWidget extends ConsumerStatefulWidget {
-const ChatbotWidget({Key? key}) : super(key: key);
+  const ChatbotWidget({Key? key}) : super(key: key);
 
-@override
+  @override
-_ChatbotWidgetState createState() => _ChatbotWidgetState();
+  _ChatbotWidgetState createState() => _ChatbotWidgetState();
 }
 
 class _ChatbotWidgetState extends ConsumerState<ChatbotWidget> {
-final TextEditingController _controller = TextEditingController();
+  final TextEditingController _controller = TextEditingController();
-final List<Map<String, dynamic>> _messages = [];
+  final List<Map<String, dynamic>> _messages = [];
-bool _isLoading = false;
+  bool _isLoading = false;
 
-void _sendMessage(String message) async {
+  void _sendMessage(String message) async {
-if (message.trim().isEmpty) return;
+    if (message.trim().isEmpty) return;
-final ollamaService = ref.read(ollamaServiceProvider);
+    final ollamaService = ref.read(ollamaServiceProvider);
-final requestModel = ref.read(selectedRequestModelProvider);
+    final requestModel = ref.read(selectedRequestModelProvider);
-final responseModel = requestModel?.httpResponseModel;
+    final responseModel = requestModel?.httpResponseModel;
 
-
+    setState(() {
-setState(() {
+      _messages.add({'role': 'user', 'message': message});
-  _messages.add({'role': 'user', 'message': message});
+      _controller.clear();
-  _controller.clear();
+      _isLoading = true;
-  _isLoading = true;
+    });
-});
 
     try {
       String response;
@@ -36,26 +35,38 @@ setState(() {
           requestModel: requestModel,
           responseModel: responseModel,
         );
+      } else if (message == "Debug API") {
+        response = await ollamaService.debugApi(
+          requestModel: requestModel,
+          responseModel: responseModel,
+        );
+      } else if (message == "Generate Test Case") {
+        response = await ollamaService.generateTestCases(
+            requestModel: requestModel,
+            responseModel: responseModel
+        );
       } else {
         response = await ollamaService.generateResponse(message);
       }
 
-  setState(() {
+      setState(() {
-    _messages.add({'role': 'bot', 'message': response});
+        _messages.add({'role': 'bot', 'message': response});
-  });
+      });
-} catch (error) {
+    } catch (error) {
-  setState(() {
+      setState(() {
-    _messages.add({'role': 'bot', 'message': "Error: ${error.toString()}"});
+        _messages.add({'role': 'bot', 'message': "Error: ${error.toString()}"});
-  });
+      });
-} finally {
+    } finally {
-  setState(() => _isLoading = false);
+      setState(() => _isLoading = false);
-}
+    }
-
+  }
-
-}
 
   @override
   Widget build(BuildContext context) {
+    final requestModel = ref.watch(selectedRequestModelProvider);
+    final statusCode = requestModel?.httpResponseModel?.statusCode;
+    final showDebugButton = statusCode != null && statusCode >= 400;
+
     return Container(
       height: 400,
       padding: const EdgeInsets.all(16),
@@ -75,7 +86,6 @@ setState(() {
                 icon: const Icon(Icons.info_outline),
                 label: const Text("Explain API"),
               ),
-
               if (showDebugButton) ...[
                 const SizedBox(width: 8),
                 ElevatedButton.icon(
@@ -90,6 +100,7 @@ setState(() {
                 icon: const Icon(Icons.developer_mode),
                 label: const Text("Test Case"),
               ),
+
               const Spacer(),
             ],
           ),
@@ -137,10 +148,10 @@ setState(() {
 }
 
 class ChatBubble extends StatelessWidget {
-final String message;
+  final String message;
-final bool isUser;
+  final bool isUser;
 
-const ChatBubble({super.key, required this.message, this.isUser = false});
+  const ChatBubble({super.key, required this.message, this.isUser = false});
 
   @override
   Widget build(BuildContext context) {