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GraphRAG
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Concepts
Intro to GraphRAG
Intro to Knowledge Graphs
Tutorials
Chat with a PDF
How-to Guides
Chunking
Reference
Retrieval Patterns
Basic Retriever
Cypher Templates
Dynamic Cypher Generation
Global Community Summary Retriever
Graph-Enhanced Vector Search
Hypothetical Question Retriever
Local Retriever
Metadata Filtering
Parent-Child Retriever
Pattern Matching
Search
Text2Cypher
Data Preparation
Named Entity Recognition
Graph Shapes
Domain Graph
Lexical Graph
Lexical Graph with Extracted Entities
Lexical Graph with Extracted Entities and Community Summaries
Lexical Graph with Hierarchical Structure
Lexical Graph with Hypothetical Questions
Parent-Child Lexical Graph
Lexical Graph with Sibling Structure
Memory Graph
Text Sequence
Appendices
Research
Glossary
Graph Notation
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Further reading
Read
about how-to guides
in the Diátaxis framework
