update

README.md

@@ -19,6 +19,6 @@ Doc2Query functions as a `D→D` (document-to-document) transformer and can be u
 
 <div class="pipeline">
   <div class="df" title="Document Frame">D</div>
-  <div class="transformer" title="Doc2Query Transformer">Doc2Query</div>
+  <div class="transformer attn" title="Doc2Query Transformer">Doc2Query</div>
   <div class="df" title="Document Frame">D</div>
 </div>

requirements.txt

@@ -1,4 +1,4 @@
-git+https://github.com/seanmacavaney/pyterrier_gradio@v0.0.2
+git+https://github.com/seanmacavaney/pyterrier_gradio@v0.0.3
 git+https://github.com/terrier-org/pyterrier
 git+https://github.com/terrierteam/pyterrier_doc2query@master
 ir_datasets

wrapup.md

@@ -4,9 +4,9 @@ You can use Doc2Query in an indexing pipeline to build an index of the expanded
 
 <div class="pipeline">
   <div class="df" title="Document Frame">D</div>
-  <div class="transformer" title="Doc2Query Transformer">Doc2Query</div>
+  <div class="transformer attn" title="Doc2Query Transformer">Doc2Query</div>
   <div class="df" title="Document Frame">D</div>
-  <div class="transformer boring" title="Indexer">Indexer</div>
+  <div class="transformer" title="Indexer">Indexer</div>
   <div class="artefact" title="Doc2Query Index">IDX</div>
 </div>
 
@@ -28,7 +28,7 @@ Once you built an index, you can retrieve from it using any retrieval function (
 
 <div class="pipeline">
   <div class="df" title="Query Frame">Q</div>
-  <div class="transformer boring" title="BM25 Transformer">BM25 Retriever <div class="artefact" title="Doc2Query Index">IDX</div></div>
+  <div class="transformer" title="BM25 Transformer">BM25 Retriever <div class="artefact" title="Doc2Query Index">IDX</div></div>
   <div class="df" title="Result Frame">R</div>
 </div>