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https://github.com/foss42/apidash.git
synced 2025-07-03 14:36:22 +08:00
Feat: Explain API via Chatbot
This commit is contained in:
@ -54,6 +54,8 @@ class ResponseDetails extends ConsumerWidget {
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.watch(selectedRequestModelProvider.select((value) => value?.message));
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.watch(selectedRequestModelProvider.select((value) => value?.message));
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final responseModel = ref.watch(selectedRequestModelProvider
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final responseModel = ref.watch(selectedRequestModelProvider
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.select((value) => value?.httpResponseModel));
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.select((value) => value?.httpResponseModel));
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final requestModel = ref.watch(selectedRequestModelProvider);
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final ollamaService = ref.watch(ollamaServiceProvider);
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final ollamaService = ref.watch(ollamaServiceProvider);
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return Column(
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return Column(
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@ -69,23 +71,40 @@ class ResponseDetails extends ConsumerWidget {
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const Expanded(
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const Expanded(
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child: ResponseTabs(),
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child: ResponseTabs(),
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),
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),
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if (responseModel?.body != null) // Show button only if a response exists
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if (requestModel != null && responseModel != null)
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Padding(
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Padding(
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padding: const EdgeInsets.all(8.0),
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padding: const EdgeInsets.all(8.0),
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child: ElevatedButton(
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child: ElevatedButton(
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onPressed: () async {
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onPressed: () async {
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final explanation = await ollamaService.explainApiResponse(
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try {
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responseModel!.body as Map<String, dynamic>, // Pass the actual response data
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final explanation = await ollamaService.explainLatestApi(
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requestModel: requestModel,
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responseModel: responseModel,
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);
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);
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showDialog(
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showDialog(
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context: context,
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context: context,
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builder: (context) => AlertDialog(
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builder: (context) => AlertDialog(
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title: const Text('Explanation'),
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title: const Text('Explanation'),
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content: Text(explanation),
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content: SingleChildScrollView(
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child: Text(explanation),
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),
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actions: [
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TextButton(
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onPressed: () => Navigator.pop(context),
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child: const Text('Close'),
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),
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],
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),
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),
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);
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);
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} catch (error) {
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ScaffoldMessenger.of(context).showSnackBar(
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const SnackBar(
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content: Text("Error explaining response."),
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),
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);
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}
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},
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},
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child: const Text('Explain Response'),
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child: const Text('Explain API'),
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),
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),
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),
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),
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],
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],
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@ -1,44 +1,41 @@
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import 'dart:convert';
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import 'package:ollama_dart/ollama_dart.dart';
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import 'package:ollama_dart/ollama_dart.dart';
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class OllamaService {
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class OllamaService {
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final OllamaClient _client;
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final OllamaClient _client;
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OllamaService() : _client = OllamaClient(baseUrl: 'http://127.0.0.1:11434');
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OllamaService() : _client = OllamaClient(baseUrl: 'http://127.0.0.1:11434/api');
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// Generate responses for general queries
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// Generate response
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Future<String> generateResponse(String prompt) async {
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Future<String> generateResponse(String prompt) async {
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final response = await _client.generateCompletion(
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final response = await _client.generateCompletion(
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request: GenerateCompletionRequest(
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request: GenerateCompletionRequest(
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model: 'deepseek-r1:1.5b',
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model: 'llama3.2:3b',
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prompt: prompt
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prompt: prompt
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),
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),
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);
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);
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return response.response.toString();
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return response.response.toString();
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}
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}
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// Explain API responses
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// Explain latest API request & response
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Future<String> explainApiResponse(Map<String, dynamic> response) async {
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Future<String> explainLatestApi({required dynamic requestModel, required dynamic responseModel}) async {
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final prompt = '''
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if (requestModel == null || responseModel == null) {
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Explain this API response in natural language with bullet points. Highlight discrepancies:
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return "There are no recent API Requests.";
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$response
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''';
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return generateResponse(prompt);
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}
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}
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// Debug based on status code/error
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final requestJson = jsonEncode(requestModel.toJson());
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Future<String> debugRequest(int statusCode, String error) async {
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final responseJson = jsonEncode(responseModel.toJson());
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final prompt = '''
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Provide structured debugging steps for HTTP $statusCode. Error: $error.
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Format as bullet points.
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''';
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return generateResponse(prompt);
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}
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// Generate test cases
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Future<String> generateTestCases(String endpoint, String language) async {
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final prompt = '''
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final prompt = '''
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Generate $language test cases for API endpoint: $endpoint.
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Explain the API request and response in a simple way:
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Include edge cases and status code checks.
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**Request Details:**
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$requestJson
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**Response Details:**
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$responseJson
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Please provide a brief and clear explanation with key insights.
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''';
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''';
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return generateResponse(prompt);
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return generateResponse(prompt);
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}
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}
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@ -12,20 +12,41 @@ class ChatbotWidget extends ConsumerStatefulWidget {
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class _ChatbotWidgetState extends ConsumerState<ChatbotWidget> {
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class _ChatbotWidgetState extends ConsumerState<ChatbotWidget> {
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final TextEditingController _controller = TextEditingController();
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final TextEditingController _controller = TextEditingController();
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final List<Map<String, dynamic>> _messages = [];
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final List<Map<String, dynamic>> _messages = [];
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bool _isLoading = false;
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void _sendMessage(String message) async {
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void _sendMessage(String message) async {
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if (message.trim().isEmpty) return;
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final ollamaService = ref.read(ollamaServiceProvider);
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final ollamaService = ref.read(ollamaServiceProvider);
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final requestModel = ref.read(selectedRequestModelProvider);
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final responseModel = requestModel?.httpResponseModel;
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setState(() {
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setState(() {
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_messages.add({'role': 'user', 'message': message});
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_messages.add({'role': 'user', 'message': message});
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_controller.clear();
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_controller.clear();
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_isLoading = true;
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});
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});
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final response = await ollamaService.generateResponse(message);
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try {
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String response;
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if (message == "Explain API") {
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response = await ollamaService.explainLatestApi(
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requestModel: requestModel,
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responseModel: responseModel,
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);
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} else {
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response = await ollamaService.generateResponse(message);
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}
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setState(() {
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setState(() {
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_messages.add({'role': 'bot', 'message': response});
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_messages.add({'role': 'bot', 'message': response});
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});
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});
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} catch (error) {
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setState(() {
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_messages.add({'role': 'bot', 'message': "Error: ${error.toString()}"});
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});
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} finally {
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setState(() => _isLoading = false);
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}
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}
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}
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@override
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@override
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@ -36,51 +57,49 @@ class _ChatbotWidgetState extends ConsumerState<ChatbotWidget> {
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decoration: BoxDecoration(
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decoration: BoxDecoration(
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color: Theme.of(context).colorScheme.surface,
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color: Theme.of(context).colorScheme.surface,
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borderRadius: BorderRadius.circular(12),
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borderRadius: BorderRadius.circular(12),
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boxShadow: [
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boxShadow: const [
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BoxShadow(
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BoxShadow(color: Colors.black12, blurRadius: 8, offset: Offset(0, 4)),
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color: Colors.black12,
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blurRadius: 8,
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offset: const Offset(0, 4),
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),
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],
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],
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),
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),
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child: Column(
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child: Column(
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children: [
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children: [
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Row(
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children: [
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ElevatedButton.icon(
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onPressed: () => _sendMessage("Explain API"),
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icon: const Icon(Icons.info_outline),
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label: const Text("Explain API"),
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),
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const Spacer(),
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],
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),
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Expanded(
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Expanded(
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child: ListView.builder(
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child: ListView.builder(
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reverse: true,
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itemCount: _messages.length,
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itemCount: _messages.length,
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itemBuilder: (context, index) {
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itemBuilder: (context, index) {
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final message = _messages[index];
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final message = _messages.reversed.toList()[index];
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return Align(
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return ChatBubble(
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alignment: message['role'] == 'user'
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message: message['message'],
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? Alignment.centerRight
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isUser: message['role'] == 'user',
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: Alignment.centerLeft,
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child: Container(
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margin: const EdgeInsets.symmetric(vertical: 4),
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padding: const EdgeInsets.all(12),
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decoration: BoxDecoration(
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color: message['role'] == 'user'
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? Theme.of(context).colorScheme.primaryContainer
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: Theme.of(context).colorScheme.secondaryContainer,
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borderRadius: BorderRadius.circular(8),
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),
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child: Text(message['message']),
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),
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);
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);
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},
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},
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),
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),
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),
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),
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const SizedBox(height: 8),
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if (_isLoading)
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const Padding(
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padding: EdgeInsets.all(8.0),
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child: CircularProgressIndicator(),
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),
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Row(
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Row(
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children: [
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children: [
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Expanded(
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Expanded(
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child: TextField(
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child: TextField(
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controller: _controller,
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controller: _controller,
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decoration: InputDecoration(
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decoration: InputDecoration(
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hintText: 'Ask about API responses, debug issues...',
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hintText: 'Ask something...',
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border: OutlineInputBorder(
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border: OutlineInputBorder(
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borderRadius: BorderRadius.circular(8),
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borderRadius: BorderRadius.circular(8)),
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),
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),
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),
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onSubmitted: _sendMessage,
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onSubmitted: _sendMessage,
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),
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),
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@ -96,3 +115,28 @@ class _ChatbotWidgetState extends ConsumerState<ChatbotWidget> {
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);
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);
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}
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}
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}
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}
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class ChatBubble extends StatelessWidget {
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final String message;
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final bool isUser;
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const ChatBubble({super.key, required this.message, this.isUser = false});
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@override
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Widget build(BuildContext context) {
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return Align(
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alignment: isUser ? Alignment.centerRight : Alignment.centerLeft,
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child: Container(
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margin: const EdgeInsets.symmetric(vertical: 4),
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padding: const EdgeInsets.all(12),
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decoration: BoxDecoration(
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color: isUser
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? Theme.of(context).colorScheme.primaryContainer
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: Theme.of(context).colorScheme.secondaryContainer,
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borderRadius: BorderRadius.circular(8),
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),
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child: Text(message),
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),
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);
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}
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}
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