VaaniNetra

Admin Panel

Knowledge graph management, vector store indexing, and system maintenance

Knowledge Graph

Neo4j node statistics

Seed Knowledge Graph

Populate Neo4j with regulations, provisions, auditors, and company data. Idempotent via MERGE.

Seed NFRA Orders

Import parsed NFRA disciplinary orders as Precedent nodes with violation and auditor relationships.

Reindex Vector Store

Re-index all regulation and precedent data into Qdrant for RAG retrieval.