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oghma-proxy/TECHNICAL-SPEC.md
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# Oghma RAG Proxy — Technical Specification
# Oghma RAG Proxy - Technical Specification
**Project:** SkyrimNet Lore Enhancement via RAG Proxy
**Status:** Design Phase
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## 3. Core Principles
1. **Zero SkyrimNet Changes** — Only change the endpoint URL in config
2. **Transparent Passthrough** — Unknown requests forward unchanged
3. **NPC-Aware Filtering** — Lore filtered by extracted NPC profile
4. **Two-Tier Content** — Scholars get deep lore, commoners get basics
5. **Nimmerverse Native** — Runs on existing infrastructure (iris-dev)
1. **Zero SkyrimNet Changes** - Only change the endpoint URL in config
2. **Transparent Passthrough** - Unknown requests forward unchanged
3. **NPC-Aware Filtering** - Lore filtered by extracted NPC profile
4. **Two-Tier Content** - Scholars get deep lore, commoners get basics
5. **Nimmerverse Native** - Runs on existing infrastructure (iris-dev)
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@@ -486,11 +486,11 @@ Use same embedding model as SkyrimNet memories for consistency:
## 13. Future Enhancements
1. **Player profile tracking** — Remember what player has learned, NPCs can reference shared knowledge
2. **Gossip propagation** — Lore spreads through NPC network with degradation
3. **Dynamic lore updates** — Events in-game add to lore corpus
4. **Multi-source RAG** — Combine Oghma + UESP + custom worldbuilding
5. **Upstream contribution** — Propose RAG API to SkyrimNet author
1. **Player profile tracking** - Remember what player has learned, NPCs can reference shared knowledge
2. **Gossip propagation** - Lore spreads through NPC network with degradation
3. **Dynamic lore updates** - Events in-game add to lore corpus
4. **Multi-source RAG** - Combine Oghma + UESP + custom worldbuilding
5. **Upstream contribution** - Propose RAG API to SkyrimNet author
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