Corpus & RAG
9 instruments · NPC corpus generation · Stochastic retrieval · Character synthesis
NPC Corpus Generator
Generate rich NPC character corpuses with stochastic personality traits
CORPUS & RAG
RAG Indexer
Build dense vector indexes from document collections
CORPUS & RAG
Stochastic Retrieval
Probabilistic document retrieval with temperature-controlled diversity
CORPUS & RAG
Character Synthesis
Synthesize multi-dimensional NPC characters from trait vectors
CORPUS & RAG
Corpus Quality Audit
Perplexity, deduplication, and coherence analysis
CORPUS & RAG
Semantic Search
Vector similarity search over loaded corpus
CORPUS & RAG
Smart Chunker
Semantic-aware document chunking for optimal RAG retrieval
CORPUS & RAG
Lineage Graph
Character lineage and relationship graph generation
CORPUS & RAG
Frequency Alignment
Align NPC character frequencies to the HeartScale
CORPUS & RAG