diff --git a/Makefile b/Makefile
index 2460362..9a6905b 100644
--- a/Makefile
+++ b/Makefile
@@ -17,7 +17,7 @@ BUILD_DIR := build
 BUILD_FROM_SOURCE ?= false
 TARGET_LIBRARY ?= all
 
-RAG_SERVICE_VERSION ?= 0.0.4
+RAG_SERVICE_VERSION ?= 0.0.5
 RAG_SERVICE_IMAGE := quay.io/yetoneful/avante-rag-service:$(RAG_SERVICE_VERSION)
 
 all: luajit
diff --git a/lua/avante/rag_service.lua b/lua/avante/rag_service.lua
index 9162568..ba52d08 100644
--- a/lua/avante/rag_service.lua
+++ b/lua/avante/rag_service.lua
@@ -6,7 +6,7 @@ local M = {}
 
 local container_name = "avante-rag-service"
 
-function M.get_rag_service_image() return "quay.io/yetoneful/avante-rag-service:0.0.4" end
+function M.get_rag_service_image() return "quay.io/yetoneful/avante-rag-service:0.0.5" end
 
 function M.get_rag_service_port() return 20250 end
 
diff --git a/py/rag-service/Dockerfile b/py/rag-service/Dockerfile
index 2dfe805..665733d 100644
--- a/py/rag-service/Dockerfile
+++ b/py/rag-service/Dockerfile
@@ -1,24 +1,16 @@
-FROM debian:bookworm-slim
+FROM python:3.11-slim-bookworm
 
 WORKDIR /app
 
-RUN apt-get update && apt-get install -y \
-    build-essential \
-    curl \
+RUN apt-get update && apt-get install -y curl \
     && rm -rf /var/lib/apt/lists/* \
     && curl -LsSf https://astral.sh/uv/install.sh | sh
 
 ENV PATH="/root/.local/bin:$PATH"
 
-RUN uv python install 3.11
-
-RUN uv python list
-
-ENV PATH="/root/.uv/python/3.11/bin:$PATH"
-
 COPY requirements.txt .
 
-RUN uv venv --python 3.11
+RUN uv venv
 
 RUN uv pip install -r requirements.txt
 
diff --git a/py/rag-service/requirements.txt b/py/rag-service/requirements.txt
index bedd807..78b0cda 100644
--- a/py/rag-service/requirements.txt
+++ b/py/rag-service/requirements.txt
@@ -25,6 +25,7 @@ distro==1.9.0
 dnspython==2.7.0
 durationpy==0.9
 email_validator==2.2.0
+et_xmlfile==2.0.0
 executing==2.2.0
 fastapi==0.115.8
 fastapi-cli==0.0.7
@@ -46,6 +47,7 @@ humanfriendly==10.0
 idna==3.10
 importlib_metadata==8.5.0
 importlib_resources==6.5.2
+ipdb==0.13.13
 ipython==8.32.0
 jedi==0.19.2
 Jinja2==3.1.5
@@ -86,6 +88,7 @@ numpy==2.2.2
 oauthlib==3.2.2
 onnxruntime==1.20.1
 openai==1.61.1
+openpyxl==3.1.5
 opentelemetry-api==1.30.0
 opentelemetry-exporter-otlp-proto-common==1.30.0
 opentelemetry-exporter-otlp-proto-grpc==1.30.0