Update README.md

README.md

@@ -74,10 +74,7 @@ def first_eos_token_pooling(
     return reps
 
 def encode_query(tokenizer, model, pooling, queries, batch_size, normalize, max_length, residual):
-    if residual:
-        task = "Given a search query, retrieve relevant chunks from fictions that answer the query"
-    else:
-        task = "Given a web search query, retrieve relevant passages that answer the query"
+    task = "Given a search query, retrieve relevant chunks from fictions that answer the query"
     sents = []
     for query in queries:
         sents.append(get_detailed_instruct(task, query))