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Small typo in intro to graphrag
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jexp committed Dec 13, 2024
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2 changes: 1 addition & 1 deletion src/content/docs/concepts/intro-to-graphrag.md
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Expand Up @@ -41,7 +41,7 @@ To give you a clearer picture, the patterns explained in this post include:
* [Dynamic Cypher Generation](/reference/graphrag/dynamic-cypher-generation/)
* [Global Community Summary Retriever](/reference/graphrag/global-community-summary-retriever/)
* [Local Retriever](/reference/graphrag/local-retriever/)
* [Hypothetical Question Retriever]>(/reference/graphrag/hypothetical-question-retriever/)
* [Hypothetical Question Retriever](/reference/graphrag/hypothetical-question-retriever/)


### Knowledge Graph Models
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Expand Up @@ -51,7 +51,7 @@ RETURN c.full_content AS output

There are several variations in which you could use the Lexical Graph with extracted entities, communities, and community summaries:

* A [Local Retriever](../graphrag/local-retriever) could start by executing a vector search on the entity embeddings and traversing to related entities, chunks, or communities (e.g., see Integrating Microsoft GraphRAG into Neo4j).
* A [Local Retriever](/reference/graphrag/local-retriever) could start by executing a vector search on the entity embeddings and traversing to related entities, chunks, or communities (e.g., see Integrating Microsoft GraphRAG into Neo4j).

* Depending on the question, we could also execute a vector similarity search on embeddings of the Community Summaries first to identify which subgraph is relevant for the question, then traverse from the communities to its entities and chunks to retrieve additional information.

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