Expand description
Context aggregation service for strategy-grade intelligence.
Provides reusable functions to aggregate historical data into actionable context: author profiles, engagement recommendations, and topic performance snapshots.
Modulesยง
- author
- Author context aggregation.
- engagement
- Engagement recommendation engine.
- graph_
expansion - Graph-aware neighbor expansion, ranking, and classification.
- hybrid_
retrieval - Hybrid retrieval blending semantic, keyword, and graph signals.
- retrieval
- Vault fragment retrieval and citation engine.
- semantic_
index - In-memory semantic search index with brute-force cosine similarity.
- semantic_
search - Pure semantic search over the in-memory
SemanticIndex. - topics
- Topic performance snapshot with double-down/reduce recommendations.
- winning_
dna - Winning DNA classification, scoring, and retrieval.