Kalospacer/WulaFallenEmpireRW
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ProjectKoi-Kalo\Kalo
2026-01-01 19:45:03 +08:00
parent 8a0d710d6e
commit 69ab63c1ee
4 changed files with 42 additions and 8 deletions
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40
Source/WulaFallenEmpire/EventSystem/AI/AIIntelligenceCore.cs
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@@ -2064,6 +2064,12 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
var client = new SimpleAIClient(apiKey, baseUrl, model, settings.useGeminiProtocol);
_currentClient = client;
if (!settings.useGeminiProtocol)
{
await RunNativeToolLoopAsync(client, settings);
return;
}
// Model-Driven Vision: Start with null image. The model must request it using analyze_screen or capture_screen if needed.
string base64Image = null;
@@ -2360,10 +2366,13 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
var successfulQueryTools = new HashSet<string>(StringComparer.OrdinalIgnoreCase);
var successfulActionTools = new HashSet<string>(StringComparer.OrdinalIgnoreCase);
var failedActionTools = new HashSet<string>(StringComparer.OrdinalIgnoreCase);
bool loggedQueryPhase = false;
bool loggedActionPhase = false;
bool loggedReplyPhase = false;
int maxSteps = int.MaxValue;
float maxSeconds = Math.Max(2f, settings.reactMaxSeconds <= 0f ? DefaultReactMaxSeconds : settings.reactMaxSeconds);
_thinkingPhaseTotal = 0;
_thinkingPhaseTotal = 3;
int strictRetryCount = 0;
int phaseRetryCount = 0;
const int MaxStrictRetries = 2;
@@ -2380,6 +2389,20 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
break;
}
if (Prefs.DevMode)
{
if (phase == RequestPhase.QueryTools && !loggedQueryPhase)
{
WulaLog.Debug("[WulaAI] ===== Turn 1/3 (QueryTools) =====");
loggedQueryPhase = true;
}
else if (phase == RequestPhase.ActionTools && !loggedActionPhase)
{
WulaLog.Debug("[WulaAI] ===== Turn 2/3 (ActionTools) =====");
loggedActionPhase = true;
}
}
SetThinkingPhase(phase == RequestPhase.QueryTools ? 1 : 2, false);
string systemInstruction = GetNativeSystemInstruction(phase);
@@ -2389,7 +2412,8 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
messages,
tools,
maxTokens: 2048,
temperature: 0.2f);
temperature: 0.2f,
toolChoice: "auto");
if (result == null)
{
@@ -2624,7 +2648,13 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
}
}
finalReply = await client.GetChatCompletionAsync(replyInstruction, BuildReplyHistory(), base64Image: null);
if (Prefs.DevMode && !loggedReplyPhase)
{
WulaLog.Debug("[WulaAI] ===== Turn 3/3 (Reply) =====");
loggedReplyPhase = true;
}
finalReply = await client.GetChatCompletionAsync(replyInstruction, BuildReplyHistory(), base64Image: null, toolChoice: "none");
if (string.IsNullOrEmpty(finalReply))
{
AddAssistantMessage("Wula_AI_Error_ConnectionLost".Translate());
@@ -2639,7 +2669,7 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
"\n\n# RETRY (REPLY OUTPUT)\n" +
"Your last reply included tool call JSON or was empty. Tool calls are DISABLED.\n" +
"You MUST reply in natural language only. Do NOT output any tool call JSON.\n";
string retryReply = await client.GetChatCompletionAsync(retryReplyInstruction, BuildReplyHistory(), maxTokens: 256, temperature: 0.3f);
string retryReply = await client.GetChatCompletionAsync(retryReplyInstruction, BuildReplyHistory(), maxTokens: 256, temperature: 0.3f, toolChoice: "none");
if (!string.IsNullOrEmpty(retryReply))
{
finalReply = retryReply;
@@ -2960,6 +2990,8 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori