Update the version to 0.1.27 (#389)

Signed-off-by: SimFG <bang.fu@zilliz.com>

Author: SimFG

docs/release_note.md

@@ -5,6 +5,21 @@ To read the following content, you need to understand the basic use of GPTCache,
 - [Readme doc](https://github.com/zilliztech/GPTCache)
 - [Usage doc](https://github.com/zilliztech/GPTCache/blob/main/docs/usage.md)
 
+## v0.1.27 (2023.5.25)
+1. Support the uform embedding, which can be used the **bilingual** (english + chinese) language
+
+```python
+from gptcache.embedding import UForm
+
+test_sentence = 'Hello, world.'
+encoder = UForm(model='unum-cloud/uform-vl-english')
+embed = encoder.to_embeddings(test_sentence)
+
+test_sentence = '什么是Github'
+encoder = UForm(model='unum-cloud/uform-vl-multilingual')
+embed = encoder.to_embeddings(test_sentence)
+```
+
 ## v0.1.26 (2023.5.23)
 
 1. Support the paddlenlp embedding

gptcache/embedding/__init__.py

@@ -11,6 +11,7 @@
     "LangChain",
     "Rwkv",
     "PaddleNLP",
+    "UForm",
 ]
 
 
@@ -28,6 +29,7 @@
 langchain = LazyImport("langchain", globals(), "gptcache.embedding.langchain")
 rwkv = LazyImport("rwkv", globals(), "gptcache.embedding.rwkv")
 paddlenlp = LazyImport("paddlenlp", globals(), "gptcache.embedding.paddlenlp")
+uform = LazyImport("uform", globals(), "gptcache.embedding.uform")
 
 
 def Cohere(model="large", api_key=None):
@@ -76,3 +78,7 @@ def Rwkv(model="sgugger/rwkv-430M-pile"):
 
 def PaddleNLP(model="ernie-3.0-medium-zh"):
     return paddlenlp.PaddleNLP(model)
+
+
+def UForm(model="unum-cloud/uform-vl-multilingual", embedding_type="text"):
+    return uform.UForm(model, embedding_type)

setup.py

@@ -18,7 +18,7 @@ def parse_requirements(file_name: str) -> List[str]:
 setuptools.setup(
     name="gptcache",
     packages=find_packages(),
-    version="0.1.26",
+    version="0.1.27",
     author="SimFG",
     author_email="bang.fu@zilliz.com",
     description="GPTCache, a powerful caching library that can be used to speed up and lower the cost of chat "

tests/unit_tests/embedding/test_uform.py

@@ -2,7 +2,7 @@
 
 import requests
 
-from gptcache.embedding.uform import UForm
+from gptcache.embedding import UForm
 from gptcache.utils import import_uform, import_pillow
 from gptcache.utils.error import ParamError