Relationship Extraction
The process of identifying and characterizing the semantic links and predicates between entities within unstructured text.
Applications in Knowledge Engineering
- Knowledge Graph Construction: A core component in building real-time knowledge graphs from large document collections.
- LLM RAG Pipelines: Used to enhance LLM RAG by providing structured context via graph databases like Neo4j.
- Automated Transformation:
- Leverages Large Language Models (LLMs) for automated extraction.
- Utilizes frameworks like Cocoindex to transform markdown and other unstructured data into structured relationships.
Backlinks:
- 2026 04 14 Cocoindex channel and knowledge Graphs for LLM RAG
Source Notes
- 2026-04-12: Heres what it actually does how to build it yourself
- 2026-04-22: Graphify · ▶ source