Kalospacer/WulaFallenEmpireRW
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ProjectKoi-Kalo\Kalo
2025-12-31 03:32:03 +08:00
parent c345655ca5
commit c98fd802c2
5 changed files with 488 additions and 279 deletions
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38
Source/WulaFallenEmpire/EventSystem/AI/AIIntelligenceCore.cs
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@@ -941,6 +941,14 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
return cleaned.Trim();
}
private static bool LooksLikeNaturalReply(string response)
{
if (string.IsNullOrWhiteSpace(response)) return false;
string trimmed = response.Trim();
if (JsonToolCallParser.LooksLikeJson(trimmed)) return false;
return trimmed.Length >= 4;
}
private bool IsToolAvailable(string toolName)
{
if (string.IsNullOrWhiteSpace(toolName)) return false;
@@ -1758,6 +1766,7 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
maxSeconds = Mathf.Clamp(settings.reactMaxSeconds, 2f, 60f);
}
_thinkingPhaseTotal = maxSteps;
string toolPhaseReplyCandidate = null;
for (int step = 1; step <= maxSteps; step++)
{
if (Time.realtimeSinceStartup - startTime > maxSeconds)
@@ -1783,6 +1792,12 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
string normalizedResponse = NormalizeReactResponse(response);
if (!JsonToolCallParser.TryParseToolCallsFromText(normalizedResponse, out var toolCalls, out string jsonFragment))
{
if (LooksLikeNaturalReply(normalizedResponse))
{
toolPhaseReplyCandidate = normalizedResponse;
break;
}
if (Prefs.DevMode)
{
WulaLog.Debug("[WulaAI] ReAct step missing JSON envelope; attempting format fix.");
@@ -1793,6 +1808,10 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
if (string.IsNullOrEmpty(normalizedFixed) ||
!JsonToolCallParser.TryParseToolCallsFromText(normalizedFixed, out toolCalls, out jsonFragment))
{
if (LooksLikeNaturalReply(normalizedFixed))
{
toolPhaseReplyCandidate = normalizedFixed;
}
if (Prefs.DevMode)
{
WulaLog.Debug("[WulaAI] ReAct format fix failed.");
@@ -1893,10 +1912,21 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
return;
}
string fallbackReply = string.IsNullOrWhiteSpace(toolPhaseReplyCandidate)
? ""
: StripToolCallJson(toolPhaseReplyCandidate)?.Trim() ?? "";
bool replyHadToolCalls = IsToolCallJson(reply);
string strippedReply = StripToolCallJson(reply)?.Trim() ?? "";
if (replyHadToolCalls || string.IsNullOrWhiteSpace(strippedReply))
{
if (!string.IsNullOrWhiteSpace(fallbackReply))
{
reply = fallbackReply;
replyHadToolCalls = false;
strippedReply = fallbackReply;
}
else
{
string retryReplyInstruction = replyInstruction +
"\n\n# RETRY (REPLY OUTPUT)\n" +
"Your last reply included tool call JSON or was empty. Tool calls are DISABLED.\n" +
@@ -1908,16 +1938,24 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
replyHadToolCalls = IsToolCallJson(reply);
strippedReply = StripToolCallJson(reply)?.Trim() ?? "";
}
}
}
if (replyHadToolCalls)
{
if (!string.IsNullOrWhiteSpace(fallbackReply))
{
reply = fallbackReply;
}
else
{
string cleaned = StripToolCallJson(reply)?.Trim() ?? "";
if (string.IsNullOrWhiteSpace(cleaned))
{
cleaned = "(system) AI reply returned tool call JSON only and was discarded. Please retry or send /clear to reset context.";
}
reply = cleaned;
}
}
AddAssistantMessage(reply);