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README.md

@@ -2,36 +2,29 @@
 tags:
 - vicinity
 - vector-store
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
-dataset_info:
-  features:
-  - name: name
-    dtype: string
-  - name: id
-    dtype: int64
-  splits:
-  - name: train
-    num_bytes: 110
-    num_examples: 5
-  download_size: 1170
-  dataset_size: 110
 ---
 
 # Dataset Card for davidberenstein1957/my-vicinity-repo
 
+This dataset was created using the [vicinity](https://github.com/MinishLab/vicinity) library, a lightweight nearest neighbors library with flexible backends.
+
+It contains a vector space with 5 items.
+
 ## Usage
 
+You can load this dataset using the following code:
+
 ```python
 from vicinity import Vicinity
 vicinity = Vicinity.load_from_hub("davidberenstein1957/my-vicinity-repo")
 ```
 
+After loading the dataset, you can use the `vicinity.query` method to find the nearest neighbors to a vector.
+
 ## Configuration
 
+The configuration of the dataset is stored in the `config.json` file. The vector backend is stored in the `backend` folder.
+
 ```bash
 {
   "metadata": {},