add GraphRAG-SDK (#107)

index.md

@@ -13,8 +13,7 @@ permalink: /
 
 [![Try Free](https://img.shields.io/badge/Try%20Free-FalkorDB%20Cloud-FF8101?labelColor=FDE900&style=for-the-badge&link=https://app.falkordb.cloud)](https://app.falkordb.cloud)
 
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-FalkorDB is a blazing fast graph database used for low latency & high throughput scenarios, under the hood it runs [GraphBLAS](http://faculty.cse.tamu.edu/davis/GraphBLAS.html)  to perform graph operations using sparse linear algebra.
+FalkorDB is a blazing fast graph database used for low latency & high throughput scenarios. Under the hood, it runs [GraphBLAS](http://faculty.cse.tamu.edu/davis/GraphBLAS.html) to perform graph operations using sparse linear algebra.
 
 ## Primary features
 
@@ -23,7 +22,7 @@ FalkorDB is a blazing fast graph database used for low latency & high throughput
 * Offers [Full-Text Search](/cypher/indexing#full-text-indexing), [Vector Similarly](/cypher/indexing#vector-indexing) & [Numeric indexing](/cypher/indexing).
 * Interacts via either [RESP](https://redis.io/docs/reference/protocol-spec/) and [Bolt](https://en.wikipedia.org/wiki/Bolt_(network_protocol)) protocols
 * Graphs represented as sparse adjacency matrices
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+* Supports GraphRAG with the [GraphRAG SDK](https://github.com/FalkorDB/GraphRAG-SDK) for advanced graph reasoning and generative AI tasks.
 
 ## Give it a try