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feat: enhance OpenAPI insights generation with structured metadata and summary

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This commit is contained in:
Udhay-Adithya
2025-09-21 00:59:30 +05:30
parent ce3248dec0
commit 3a4a871676
3 changed files with 178 additions and 41 deletions
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71
lib/dashbot/features/chat/viewmodel/chat_viewmodel.dart
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@@ -675,7 +675,42 @@ class ChatViewmodel extends StateNotifier<ChatState> {
ChatMessageType.importOpenApi);
return;
}
final picker = OpenApiImportService.buildOperationPicker(spec);
// Build a short summary + structured meta for the insights prompt
final summary = OpenApiImportService.summaryForSpec(spec);
String? insights;
try {
final ai = _selectedAIModel;
if (ai != null) {
final meta = OpenApiImportService.extractSpecMeta(spec);
final sys = dash.DashbotPrompts()
.openApiInsightsPrompt(specSummary: summary, specMeta: meta);
final res = await _repo.sendChat(
request: ai.copyWith(
systemPrompt: sys,
userPrompt:
'Provide concise, actionable insights about these endpoints.',
stream: false,
),
);
if (res != null && res.isNotEmpty) {
// Ensure we only pass the explnation string to embed into explanation
try {
final map = MessageJson.safeParse(res);
if (map['explnation'] is String) insights = map['explnation'];
} catch (_) {
insights = res; // fallback raw text
}
}
}
} catch (e) {
debugPrint('[OpenAPI] insights error: $e');
}
final picker = OpenApiImportService.buildOperationPicker(
spec,
insights: insights,
);
final rqId = _currentRequest?.id ?? 'global';
_addMessage(
rqId,
@@ -691,16 +726,7 @@ class ChatViewmodel extends StateNotifier<ChatState> {
.toList(),
),
);
// If meta summary is present, generate insights via AI
try {
final meta = picker['meta'];
final summary = (meta is Map && meta['openapi_summary'] is String)
? meta['openapi_summary'] as String
: '';
if (summary.isNotEmpty) {
await _generateOpenApiInsights(summary);
}
} catch (_) {}
// Do not generate a separate insights prompt; summary is inline now.
} catch (e) {
debugPrint('[OpenAPI] Exception: $e');
final safe = e.toString().replaceAll('"', "'");
@@ -1035,29 +1061,6 @@ class ChatViewmodel extends StateNotifier<ChatState> {
final normalized = path.startsWith('/') ? path : '/$path';
return '{{$key}}$normalized';
}
Future<void> _generateOpenApiInsights(String summary) async {
final ai = _selectedAIModel;
if (ai == null) return;
try {
final sys = dash.DashbotPrompts().openApiInsightsPrompt(
specSummary: summary,
);
final res = await _repo.sendChat(
request: ai.copyWith(
systemPrompt: sys,
userPrompt:
'Provide concise, actionable insights about these endpoints.',
stream: false,
),
);
if (res != null && res.isNotEmpty) {
_appendSystem(res, ChatMessageType.importOpenApi);
}
} catch (e) {
debugPrint('[Chat] Insights error: $e');
}
}
}
final chatViewmodelProvider = StateNotifierProvider<ChatViewmodel, ChatState>((