diff --git a/docs/_exts/docgen.py b/docs/_exts/docgen.py
index a6448db7..a12a8c77 100644
--- a/docs/_exts/docgen.py
+++ b/docs/_exts/docgen.py
@@ -12,7 +12,7 @@ def __init__(self, output_dir='references', skip_list=[]):
         self.skip_list = _default_skip_list + skip_list
         self.expand_func_list = ['core']
         self.add_list = [
-            'adapter.api', 'adapter.adapter', 'adapter.openai', 'adapter.diffusers', 'adapter.langchain_models'
+            'adapter.api', 'adapter.adapter', 'adapter.openai', 'adapter.diffusers', 'adapter.langchain_models', 'adapter.replicate'
             ]
     
     @staticmethod
diff --git a/examples/replicate_examples/vqa.py b/examples/replicate_examples/vqa.py
index c5bfb0fc..c6666756 100644
--- a/examples/replicate_examples/vqa.py
+++ b/examples/replicate_examples/vqa.py
@@ -11,7 +11,7 @@
 timm = Timm('resnet18')
 cache_base = CacheBase('sqlite')
 vector_base = VectorBase('faiss', dimension=timm.dimension)
-object_base = ObjectBase('local', path='./images')
+object_base = ObjectBase('local', path='./objects')
 data_manager = get_data_manager(cache_base, vector_base, object_base)
 
 cache.init(
@@ -40,6 +40,7 @@
 print('Answer:', output)
 print('Time elapsed 1:', end - start)
 
+start = time.time()
 output = replicate.run(
     "andreasjansson/blip-2:xxx",
     input={
diff --git a/gptcache/adapter/replicate.py b/gptcache/adapter/replicate.py
index a86b9f66..2305323d 100644
--- a/gptcache/adapter/replicate.py
+++ b/gptcache/adapter/replicate.py
@@ -36,7 +36,7 @@ class Client(replicate.client.Client):
 
             # run replicate clinet with gptcache
             output = replicate.run(
-                        "andreasjansson/blip-2:4b32258c42e9efd4288bb9910bc532a69727f9acd26aa08e175713a0a857a608",
+                        "andreasjansson/blip-2:xxx",
                         input={"image": open("/path/to/merlion.png", "rb"),
                                "question": "Which city is this photo taken on?"}
                     )