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chore: fixes typo in introduction document (#637)

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chore: fixes typo

Co-authored-by: Josh Bradley <joshbradley@microsoft.com>
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Kartik Chopra 2024-07-24 07:46:49 -04:00 committed by GitHub
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@ -44,7 +44,7 @@ GraphRAG builds upon our prior [research](https://www.microsoft.com/en-us/workla
### Index
- Slice up an input corpus into a series of TextUnits, which act as analyzable units for the rest of the process, and provide fine-grained references into our outputs.
- Slice up an input corpus into a series of TextUnits, which act as analyzable units for the rest of the process, and provide fine-grained references in our outputs.
- Extract all entities, relationships, and key claims from the TextUnits using an LLM.
- Perform a hierarchical clustering of the graph using the [Leiden technique](https://arxiv.org/pdf/1810.08473.pdf). To see this visually, check out Figure 1 above. Each circle is an entity (e.g., a person, place, or organization), with the size representing the degree of the entity, and the color representing its community.
- Generate summaries of each community and its constituents from the bottom-up. This aids in holistic understanding of the dataset.