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ml6team · Mar 6, 2024 · df6081c · df6081c
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diff --git a/docs/blog/posts/2024-03-06|Datacomp_index.md b/docs/blog/posts/2024-03-06|Datacomp_index.md
@@ -29,12 +29,20 @@ why we built an index for the Datacomp-12M dataset. While it is a lot smaller th
 should already enable a lot of use cases again, and can hopefully be the start towards building
 indices for more and larger datasets.
 
-You can access the index directly on the Hugging Face Hub
-[here](https://huggingface.co/datasets/fondant-ai/datacomp-small-clip/blob/main/faiss), or read on 
-below on how to use it with Fondant.
-
 <!-- more -->
 
+The resulting embedded dataset and index have been published on the Hugging Face Hub
+[here](https://huggingface.co/datasets/fondant-ai/datacomp-small-clip). The data repository is
+structured as follows:
+- [data/](https://huggingface.co/datasets/fondant-ai/datacomp-small-clip/viewer): The dataset
+  containing ids, urls, and CLIP embeddings
+- [faiss](https://huggingface.co/datasets/fondant-ai/datacomp-small-clip/blob/main/faiss):
+  The faiss index
+- [id_mapping](https://huggingface.co/datasets/fondant-ai/datacomp-small-clip/tree/main/id_mapping):
+  The mapping of the faiss ids to the original urls
+
+Read on below on how to use it with Fondant.
+
 ## Using the index
 
 ### With Fondant

diff --git a/docs/overrides/main.html b/docs/overrides/main.html
@@ -4,7 +4,7 @@
     <p style="text-align: center">
 
         We generated a CLIP index for the datacomp-12.8M dataset.
-        <a href="/blog/2024/03/05/building-a-datacomp-clip-index-with-fondant/"
+        <a href="/en/latest/blog/2024/03/05/building-a-datacomp-clip-index-with-fondant/"
            style="color: white; text-decoration: underline">Learn how you can use it!</a>
     </p>
 {% endblock %}