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List reference articles automatically, won fight with mdx and astro
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jexp committed Nov 28, 2024
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title: GraphRAG Patterns Catalog
description: List of GraphRAG retriever patterns and accompanying Knowledge Graph Models
---
import { getCollection, getEntry } from 'astro:content';
export const pages = await getCollection('docs');

## GraphRAG Patterns Catalog

Expand All @@ -12,30 +14,23 @@ Finding the perfect GraphRAG pattern for your application isn’t straightforwar

### GraphRAG Patterns

* [Basic Retriever](/reference/graphrag/basic-retriever/)
* [Cypher Templates](/reference/graphrag/cypher-templates/)
* [Dynamic Cypher Generation](/reference/graphrag/dynamic-cypher-generation/)
* [Global Community Summary Retriever](/reference/graphrag/global-community-summary-retriever/)
* [Graph-Enhanced Vector Search](reference/graphrag/graph-enhanced-vector-search/)
* [Hypothetical Question Retriever](reference/graphrag/hypothetical-question-retriever/)
* [Local Retriever](reference/graphrag/local-retriever/)
* [Metadata Filtering](reference/graphrag/metadata-filtering/)
* [Parent-Child Retriever](reference/graphrag/parent-child-retriever/)
* [Pattern Matching](reference/graphrag/pattern-matching/)
* [Text2Cypher](reference/graphrag/text2cypher/)
<ul>
{pages.filter(page => page.slug.indexOf("/graphrag/")!=-1).map(page => (
<li key={page.slug}>
<a href={"/"+page.slug}>{page.data.title}</a>
</li>
))}
</ul>

### Knowledge Graph Models

* [Domain Graph](reference/knowledge-graph/domain-graph/)
* [Lexical Graph](reference/knowledge-graph/lexical-graph/)
* [Parent-Child Lexical Graph](reference/knowledge-graph/lexical-graph-parent-child/)
* [Lexical Graph with Sibling Structure](reference/knowledge-graph/lexical-graph-sibling-structure/)
* [Lexical Graph with Extracted Entities](reference/knowledge-graph/lexical-graph-extracted-entities/)
* [Lexical Graph with Extracted Entities and Community Summaries](reference/knowledge-graph/lexical-graph-extracted-entities-community-summaries/)
* [Lexical Graph with Hierarchical Structure](reference/knowledge-graph/lexical-graph-hierarchical-structure/)
* [Lexical Graph with Hypothetical Questions](reference/knowledge-graph/lexical-graph-hypothetical-questions/)
* [Memory Graph](reference/knowledge-graph/memory-graph/)
* [Text Sequence](reference/knowledge-graph/text-seq/)
<ul>
{pages.filter(page => page.slug.indexOf("/knowledge-graph/")!=-1).map(page => (
<li key={page.slug}>
<a href={"/"+page.slug}>{page.data.title}</a>
</li>
))}
</ul>

### Data Preparation

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