Feat: Explain API via Chatbot

This commit is contained in:
siddu015
2025-02-22 19:07:03 +05:30
parent 1270a8f53f
commit 568393a70c
3 changed files with 125 additions and 65 deletions

View File

@ -54,6 +54,8 @@ class ResponseDetails extends ConsumerWidget {
.watch(selectedRequestModelProvider.select((value) => value?.message)); .watch(selectedRequestModelProvider.select((value) => value?.message));
final responseModel = ref.watch(selectedRequestModelProvider final responseModel = ref.watch(selectedRequestModelProvider
.select((value) => value?.httpResponseModel)); .select((value) => value?.httpResponseModel));
final requestModel = ref.watch(selectedRequestModelProvider);
final ollamaService = ref.watch(ollamaServiceProvider); final ollamaService = ref.watch(ollamaServiceProvider);
return Column( return Column(
@ -69,23 +71,40 @@ class ResponseDetails extends ConsumerWidget {
const Expanded( const Expanded(
child: ResponseTabs(), child: ResponseTabs(),
), ),
if (responseModel?.body != null) // Show button only if a response exists if (requestModel != null && responseModel != null)
Padding( Padding(
padding: const EdgeInsets.all(8.0), padding: const EdgeInsets.all(8.0),
child: ElevatedButton( child: ElevatedButton(
onPressed: () async { onPressed: () async {
final explanation = await ollamaService.explainApiResponse( try {
responseModel!.body as Map<String, dynamic>, // Pass the actual response data final explanation = await ollamaService.explainLatestApi(
); requestModel: requestModel,
showDialog( responseModel: responseModel,
context: context, );
builder: (context) => AlertDialog( showDialog(
title: const Text('Explanation'), context: context,
content: Text(explanation), builder: (context) => AlertDialog(
), title: const Text('Explanation'),
); content: SingleChildScrollView(
child: Text(explanation),
),
actions: [
TextButton(
onPressed: () => Navigator.pop(context),
child: const Text('Close'),
),
],
),
);
} catch (error) {
ScaffoldMessenger.of(context).showSnackBar(
const SnackBar(
content: Text("Error explaining response."),
),
);
}
}, },
child: const Text('Explain Response'), child: const Text('Explain API'),
), ),
), ),
], ],

View File

@ -1,44 +1,41 @@
import 'dart:convert';
import 'package:ollama_dart/ollama_dart.dart'; import 'package:ollama_dart/ollama_dart.dart';
class OllamaService { class OllamaService {
final OllamaClient _client; final OllamaClient _client;
OllamaService() : _client = OllamaClient(baseUrl: 'http://127.0.0.1:11434'); OllamaService() : _client = OllamaClient(baseUrl: 'http://127.0.0.1:11434/api');
// Generate responses for general queries // Generate response
Future<String> generateResponse(String prompt) async { Future<String> generateResponse(String prompt) async {
final response = await _client.generateCompletion( final response = await _client.generateCompletion(
request: GenerateCompletionRequest( request: GenerateCompletionRequest(
model: 'deepseek-r1:1.5b', model: 'llama3.2:3b',
prompt: prompt prompt: prompt
), ),
); );
return response.response.toString(); return response.response.toString();
} }
// Explain API responses // Explain latest API request & response
Future<String> explainApiResponse(Map<String, dynamic> response) async { Future<String> explainLatestApi({required dynamic requestModel, required dynamic responseModel}) async {
final prompt = ''' if (requestModel == null || responseModel == null) {
Explain this API response in natural language with bullet points. Highlight discrepancies: return "There are no recent API Requests.";
$response }
''';
return generateResponse(prompt);
}
// Debug based on status code/error final requestJson = jsonEncode(requestModel.toJson());
Future<String> debugRequest(int statusCode, String error) async { final responseJson = jsonEncode(responseModel.toJson());
final prompt = '''
Provide structured debugging steps for HTTP $statusCode. Error: $error.
Format as bullet points.
''';
return generateResponse(prompt);
}
// Generate test cases
Future<String> generateTestCases(String endpoint, String language) async {
final prompt = ''' final prompt = '''
Generate $language test cases for API endpoint: $endpoint. Explain the API request and response in a simple way:
Include edge cases and status code checks.
**Request Details:**
$requestJson
**Response Details:**
$responseJson
Please provide a brief and clear explanation with key insights.
'''; ''';
return generateResponse(prompt); return generateResponse(prompt);
} }

View File

@ -12,20 +12,41 @@ class ChatbotWidget extends ConsumerStatefulWidget {
class _ChatbotWidgetState extends ConsumerState<ChatbotWidget> { 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;
void _sendMessage(String message) async { void _sendMessage(String message) async {
if (message.trim().isEmpty) return;
final ollamaService = ref.read(ollamaServiceProvider); final ollamaService = ref.read(ollamaServiceProvider);
final requestModel = ref.read(selectedRequestModelProvider);
final responseModel = requestModel?.httpResponseModel;
setState(() { setState(() {
_messages.add({'role': 'user', 'message': message}); _messages.add({'role': 'user', 'message': message});
_controller.clear(); _controller.clear();
_isLoading = true;
}); });
final response = await ollamaService.generateResponse(message); try {
String response;
if (message == "Explain API") {
response = await ollamaService.explainLatestApi(
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) {
setState(() {
_messages.add({'role': 'bot', 'message': "Error: ${error.toString()}"});
});
} finally {
setState(() => _isLoading = false);
}
} }
@override @override
@ -36,51 +57,49 @@ class _ChatbotWidgetState extends ConsumerState<ChatbotWidget> {
decoration: BoxDecoration( decoration: BoxDecoration(
color: Theme.of(context).colorScheme.surface, color: Theme.of(context).colorScheme.surface,
borderRadius: BorderRadius.circular(12), borderRadius: BorderRadius.circular(12),
boxShadow: [ boxShadow: const [
BoxShadow( BoxShadow(color: Colors.black12, blurRadius: 8, offset: Offset(0, 4)),
color: Colors.black12,
blurRadius: 8,
offset: const Offset(0, 4),
),
], ],
), ),
child: Column( child: Column(
children: [ children: [
Row(
children: [
ElevatedButton.icon(
onPressed: () => _sendMessage("Explain API"),
icon: const Icon(Icons.info_outline),
label: const Text("Explain API"),
),
const Spacer(),
],
),
Expanded( Expanded(
child: ListView.builder( child: ListView.builder(
reverse: true,
itemCount: _messages.length, itemCount: _messages.length,
itemBuilder: (context, index) { itemBuilder: (context, index) {
final message = _messages[index]; final message = _messages.reversed.toList()[index];
return Align( return ChatBubble(
alignment: message['role'] == 'user' message: message['message'],
? Alignment.centerRight isUser: message['role'] == 'user',
: Alignment.centerLeft,
child: Container(
margin: const EdgeInsets.symmetric(vertical: 4),
padding: const EdgeInsets.all(12),
decoration: BoxDecoration(
color: message['role'] == 'user'
? Theme.of(context).colorScheme.primaryContainer
: Theme.of(context).colorScheme.secondaryContainer,
borderRadius: BorderRadius.circular(8),
),
child: Text(message['message']),
),
); );
}, },
), ),
), ),
const SizedBox(height: 8), if (_isLoading)
const Padding(
padding: EdgeInsets.all(8.0),
child: CircularProgressIndicator(),
),
Row( Row(
children: [ children: [
Expanded( Expanded(
child: TextField( child: TextField(
controller: _controller, controller: _controller,
decoration: InputDecoration( decoration: InputDecoration(
hintText: 'Ask about API responses, debug issues...', hintText: 'Ask something...',
border: OutlineInputBorder( border: OutlineInputBorder(
borderRadius: BorderRadius.circular(8), borderRadius: BorderRadius.circular(8)),
),
), ),
onSubmitted: _sendMessage, onSubmitted: _sendMessage,
), ),
@ -96,3 +115,28 @@ class _ChatbotWidgetState extends ConsumerState<ChatbotWidget> {
); );
} }
} }
class ChatBubble extends StatelessWidget {
final String message;
final bool isUser;
const ChatBubble({super.key, required this.message, this.isUser = false});
@override
Widget build(BuildContext context) {
return Align(
alignment: isUser ? Alignment.centerRight : Alignment.centerLeft,
child: Container(
margin: const EdgeInsets.symmetric(vertical: 4),
padding: const EdgeInsets.all(12),
decoration: BoxDecoration(
color: isUser
? Theme.of(context).colorScheme.primaryContainer
: Theme.of(context).colorScheme.secondaryContainer,
borderRadius: BorderRadius.circular(8),
),
child: Text(message),
),
);
}
}