Update app.py

app.py

@@ -122,10 +122,10 @@ For more information, please refer to the [source code](https://github.com/Sapie
 """
 
 wikipedia_retriever = GoldenRetriever("relik-ie/encoder-e5-base-v2-wikipedia")
-wikipedia_index = InMemoryDocumentIndex.from_pretrained("relik-ie/encoder-e5-base-v2-wikipedia-index")
+wikipedia_index = InMemoryDocumentIndex.from_pretrained("relik-ie/encoder-e5-base-v2-wikipedia-index", index_precision="bf16")
 
 wikidata_retriever = GoldenRetriever("relik-ie/encoder-e5-small-v2-wikipedia-relations")
-wikidata_index = InMemoryDocumentIndex.from_pretrained("relik-ie/encoder-e5-small-v2-wikipedia-relations-index")
+wikidata_index = InMemoryDocumentIndex.from_pretrained("relik-ie/encoder-e5-small-v2-wikipedia-relations-index", index_precision="bf16")
 
 relik_available_models = [
     "relik-ie/relik-reader-small-cie-wikipedia",
@@ -137,14 +137,12 @@ relik_available_models = [
 relik_models = {
     "sapienzanlp/relik-entity-linking-large": Relik.from_pretrained(
         "sapienzanlp/relik-entity-linking-large",
-        index_precision="bf16",
         index=wikipedia_index,
         retriever=wikipedia_retriever,
         reader_kwargs={"dataset_kwargs": {"use_nme": True}},
     ),
     "relik-ie/relik-reader-small-cie-wikipedia": Relik.from_pretrained(
         "relik-ie/relik-reader-small-cie-wikipedia",
-        index_precision="bf16",
         # reader="/media/data/relik/models/PereLluis13/relik-reader-deberta-large-wikipedia-aida-full-interleave",
         device="cuda",
         index={
@@ -159,14 +157,12 @@ relik_models = {
     ),
     "relik-ie/relik-relation-extraction-large-wikipedia": Relik.from_pretrained(
         "relik-ie/relik-relation-extraction-large-wikipedia",
-        index_precision="bf16",
         index=wikidata_index,
         retriever=wikidata_retriever,
         device="cuda",
     ),
     "relik-ie/relik-entity-linking-large-robust": Relik.from_pretrained(
         "relik-ie/relik-entity-linking-large-robust",
-        index_precision="bf16",
         index=wikipedia_index,
         retriever=wikipedia_retriever,
         reader_kwargs={"dataset_kwargs": {"use_nme": True}},