GraphRAG Search Engine (within Search Layer)
“ChordianAI’s Search Layer includes a GraphRAG pipeline that combines semantic retrieval, graph traversal, and permission-aware generation.”
“This subsystem builds and maintains a knowledge graph of entities + relationships with provenance, and links it to full-text and embeddings for hybrid retrieval.
Layer | Key Question | Main Output | Role |
|---|---|---|---|
Search | “What data do we need and where does it come from?” | Clean, structured, semantically searchable enterprise data | Data acquisition & knowledge structuring |
Analyzer | “What is the problem and how should we structure it?” | Workflow blueprint, structured constraints, dependency map | Understanding & problem structuring |
Optimizer | “What is the best solution to the structured problem?” | Optimal decision, plan, schedule, or optimized configuration | Decision-making & solving |
Orchestrate | “How do we execute this end-to-end reliably and safely?” | Executed workflow with agents, validations, guardrails, and logs | Coordination & autonomous execution |