Add ai-services module: prompt templates, per-id chat memory, tools, RAG, and the @MemoryId trap, each with a captured transcript

Co-Authored-By: Claude Sonnet 5.5 <[email protected]> Claude-Session: https://claude.ai/code/session_01G8ikz8xdWuTP5yun8DZ1hk
2026-10-11 07:41:41 +00:00
commit 16d6781675
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+Messages LangChain4j sent to the model:
+SYSTEM: You are a concise support agent for Acme Vault. Answer in one sentence.
+USER: Customer asks: How do I reset my password?
+
+Reply: Reset it from Settings > Security.