diff --git a/.github/ISSUE_TEMPLATE/bug_report.yml b/.github/ISSUE_TEMPLATE/bug_report.yml
index bd342385..bf2256a7 100644
--- a/.github/ISSUE_TEMPLATE/bug_report.yml
+++ b/.github/ISSUE_TEMPLATE/bug_report.yml
@@ -17,7 +17,7 @@ body:
       description: >
         Please search the MinerU [Readme](https://github.com/opendatalab/MinerU), [Issues](https://github.com/opendatalab/MinerU/issues) and [Discussions](https://github.com/opendatalab/MinerU/discussions) to see if a similar bug report already exists.
       options:
-        - label: I have searched the MinerU [Docs](https://github.com/opendatalab/MinerU) and found no similar bug report.
+        - label: I have searched the MinerU [Readme](https://github.com/opendatalab/MinerU) and found no similar bug report.
           required: true
         - label: I have searched the MinerU [Issues](https://github.com/opendatalab/MinerU/issues) and found no similar bug report.
           required: true
diff --git a/magic_pdf/data/read_api.py b/magic_pdf/data/read_api.py
index c76212e7..9e52af6d 100644
--- a/magic_pdf/data/read_api.py
+++ b/magic_pdf/data/read_api.py
@@ -116,7 +116,7 @@ def read_local_office(path: str) -> list[PymuDocDataset]:
     shutil.rmtree(temp_dir)
     return ret
 
-def read_local_images(path: str, suffixes: list[str]=['.png', '.jpg']) -> list[ImageDataset]:
+def read_local_images(path: str, suffixes: list[str]=['.png', '.jpg', '.jpeg']) -> list[ImageDataset]:
     """Read images from path or directory.
 
     Args:
diff --git a/projects/README.md b/projects/README.md
index 3eca3cec..915af527 100644
--- a/projects/README.md
+++ b/projects/README.md
@@ -4,6 +4,6 @@
 
 - [llama_index_rag](./llama_index_rag/README.md): Build a lightweight RAG system based on llama_index
 - [gradio_app](./gradio_app/README.md): Build a web app based on gradio
-- [web_demo](./web_demo/README.md): MinerU online [demo](https://opendatalab.com/OpenSourceTools/Extractor/PDF/) localized deployment version
+- ~~[web_demo](./web_demo/README.md): MinerU online [demo](https://opendatalab.com/OpenSourceTools/Extractor/PDF/) localized deployment version~~(Deprecated)
 - [web_api](./web_api/README.md): Web API Based on FastAPI
 - [multi_gpu](./multi_gpu/README.md): Multi-GPU parallel processing based on LitServe
diff --git a/projects/README_zh-CN.md b/projects/README_zh-CN.md
index 96374cd3..870b5ea7 100644
--- a/projects/README_zh-CN.md
+++ b/projects/README_zh-CN.md
@@ -4,6 +4,6 @@
 
 - [llama_index_rag](./llama_index_rag/README_zh-CN.md): 基于 llama_index 构建轻量级 RAG 系统
 - [gradio_app](./gradio_app/README_zh-CN.md): 基于 Gradio 的 Web 应用
-- [web_demo](./web_demo/README_zh-CN.md): MinerU在线[demo](https://opendatalab.com/OpenSourceTools/Extractor/PDF/)本地化部署版本
+- ~~[web_demo](./web_demo/README_zh-CN.md): MinerU在线[demo](https://opendatalab.com/OpenSourceTools/Extractor/PDF/)本地化部署版本~~(已过时)
 - [web_api](./web_api/README.md): 基于 FastAPI 的 Web API
 - [multi_gpu](./multi_gpu/README.md): 基于 LitServe 的多 GPU 并行处理
diff --git a/projects/web_api/app.py b/projects/web_api/app.py
index 5a67bdf7..2980e6a0 100644
--- a/projects/web_api/app.py
+++ b/projects/web_api/app.py
@@ -28,7 +28,7 @@ app = FastAPI()
 
 pdf_extensions = [".pdf"]
 office_extensions = [".ppt", ".pptx", ".doc", ".docx"]
-image_extensions = [".png", ".jpg"]
+image_extensions = [".png", ".jpg", ".jpeg"]
 
 class MemoryDataWriter(DataWriter):
     def __init__(self):
@@ -128,7 +128,7 @@ def process_file(
         Tuple[InferenceResult, PipeResult]: Returns inference result and pipeline result
     """
 
-    ds = Union[PymuDocDataset, ImageDataset]
+    ds: Union[PymuDocDataset, ImageDataset] = None
     if file_extension in pdf_extensions:
         ds = PymuDocDataset(file_bytes)
     elif file_extension in office_extensions: