Update README.md

README.md

@@ -65,7 +65,7 @@ Benchmarks tell one part of the story, your use case tells the rest.
 
 You can reproduce these experiments using the provided notebook and Hugging Face dataset.  
 See full code here: [rag-experiments/VectorDB-Benchmarks](https://huggingface.co/rag-experiments/VectorDB-Benchmarks).
-Dataset used: Flickr8k (train split — 6k images, 30k captions, multimodal — images and text), CLIP Embeddings. Author: Johnathan Xie
+Dataset used: Flickr8k (train split — 6k images, 30k captions, multimodal — images and text), CLIP Embeddings. Dataset Author: Johnathan Xie
 
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