Update README.md

README.md

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 short_description: 'Microsoft''s GraphRAG implementation for a medical  book '
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-An example chatbot using [Gradio](https://gradio.app), [`huggingface_hub`](https://huggingface.co/docs/huggingface_hub/v0.22.2/en/index), and the [Hugging Face Inference API](https://huggingface.co/docs/api-inference/index).
+Implementation of Retriever and Generation of Microsoft Graph RAG.
+Select search strategy as `Local` or `Global` from the Additional Inputs.
+Input data: Diseases and Its Causes (https://www.gutenberg.org/ebooks/15283) from Project Gutenberg
+Input data was indexed using `graphrag` library from microsoft. The results were stored in Neo4j.
+
+Retrieval is done from the entity, relationships and communities in the indexed knowledge graph on Neo4j.
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+