# Oghma RAG Proxy

RAG (Retrieval-Augmented Generation) proxy for SkyrimNet that injects Tamrielic lore into NPC conversations based on their knowledge profile.

## Overview

This proxy sits between SkyrimNet and your LLM inference endpoint (OpenRouter/vLLM), enriching prompts with relevant lore from CHIM's Oghma Infinium database.

**Key Features:**
- Zero changes to SkyrimNet - just change the endpoint URL
- NPC-aware filtering - guards don't know mage secrets
- Two-tier knowledge - scholars get deep lore, commoners get basics
- ChromaDB-powered semantic search

## Quick Start

```bash
# Install
pip install -e .

# Ingest Oghma lore into ChromaDB
python -m oghma_proxy.ingest --host iris-dev.eachpath.local --port 35000

# Run proxy
python -m oghma_proxy.main
```

## Configuration

Copy `config.yaml` to `config.local.yaml` and customize:

```yaml
upstream:
  url: https://openrouter.ai/api/v1
  api_key: ${OPENROUTER_API_KEY}

chromadb:
  host: iris-dev.eachpath.local
  port: 35000
```

## Kubernetes Deployment

```bash
kubectl apply -k k8s/
```

## Architecture

See [TECHNICAL-SPEC.md](TECHNICAL-SPEC.md) for full design documentation.

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Part of the [nimmerverse](https://github.com/dafit/nimmerverse) project.
