ProjectKoi-Kalo\Kalo
971675f6ea
Add comprehensive AI memory functionality including: - Memory context preparation and caching - Fact extraction from conversations - Memory search and retrieval with category support - JSON-based memory update operations (add/update/delete) - Memory deduplication and normalization - Integration with AI conversation flow The system extracts relevant facts from conversations, stores them with categories, and provides contextual memory to enhance AI responses.
46 lines
1.6 KiB
C#
46 lines
1.6 KiB
C#
using System.Globalization;
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namespace WulaFallenEmpire.EventSystem.AI
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{
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public static class MemoryPrompts
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{
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public const string FactExtractionPrompt =
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@"You are extracting long-term memory about the player from the conversation below.
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Return JSON only, no extra text.
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Schema:
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{{""facts"":[{{""text"":""..."",""category"":""preference|personal|plan|colony|misc""}}]}}
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Rules:
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- Keep only stable, reusable facts about the player or colony.
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- Ignore transient tool results, numbers, or one-off actions.
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- Do not invent facts.
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Conversation:
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{0}";
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public const string MemoryUpdatePrompt =
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@"You are updating a memory store.
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Given existing memories and new facts, decide ADD, UPDATE, DELETE, or NONE.
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Return JSON only, no extra text.
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Schema:
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{{""memory"":[{{""id"":""..."",""text"":""..."",""category"":""preference|personal|plan|colony|misc"",""event"":""ADD|UPDATE|DELETE|NONE""}}]}}
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Rules:
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- UPDATE if a new fact refines or corrects an existing memory.
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- DELETE if a memory is contradicted by new facts.
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- ADD for genuinely new information.
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- NONE if no change is needed.
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Existing memories (JSON):
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{0}
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New facts (JSON):
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{1}";
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public static string BuildFactExtractionPrompt(string conversation)
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{
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return string.Format(CultureInfo.InvariantCulture, FactExtractionPrompt, conversation ?? "");
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}
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public static string BuildMemoryUpdatePrompt(string existingMemoriesJson, string newFactsJson)
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{
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return string.Format(CultureInfo.InvariantCulture, MemoryUpdatePrompt, existingMemoriesJson ?? "[]", newFactsJson ?? "[]");
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}
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}
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}
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