diff --git a/.devcontainer.json b/.devcontainer.json
index f01b2c96..d416d61d 100755
--- a/.devcontainer.json
+++ b/.devcontainer.json
@@ -10,7 +10,7 @@
             "--no-cache"
         ]
     },
-    "initializeCommand": ".devcontainer/get_env.sh",
+    "initializeCommand": ".devcontainer/init_env.sh",
     "name": "dbgpt",
     "workspaceFolder": "/app",
     "workspaceMount": "source=${localWorkspaceFolder},target=/app,type=bind",
@@ -41,7 +41,7 @@
         "source=${localEnv:SSH_AUTH_SOCK},target=/run/host-services/ssh-auth.sock,type=bind",
         // mount to local models
         // Persist the model to avoid redundant downloads.
-        "source=${localWorkspaceFolder}/models/text2vec-large-chinese,target=/app/models/text2vec-large-chinese,type=bind"
+        "source=${localWorkspaceFolder}/models,target=/app/models,type=bind"
     ],
     "containerEnv": {
         "SSH_AUTH_SOCK": "/run/host-services/ssh-auth.sock"
diff --git a/.devcontainer/get_env.sh b/.devcontainer/get_env.sh
deleted file mode 100755
index 3ba41ae0..00000000
--- a/.devcontainer/get_env.sh
+++ /dev/null
@@ -1,22 +0,0 @@
-#!/usr/bin/env bash
-set -euo pipefail
-
-OS=$(uname -s)
-USERNAME="$USER"
-USER_UID=$(id -u "$USER")
-
-if [ "$OS" = "Linux" ]; then
-  GROUPNAME=$(id -gn "$USER")
-  USER_GID=$(id -g "$USER")
-else
-  GROUPNAME="root"
-  USER_GID="0"
-fi
-
-
-printf "OS=%s\nUSERNAME=%s\nUSER_UID=%s\nGROUPNAME=%s\nUSER_GID=%s\n" \
-  "$OS" \
-  "$USERNAME" \
-  "$USER_UID" \
-  "$GROUPNAME" \
-  "$USER_GID" > .devcontainer/.env
diff --git a/.devcontainer/init_env.sh b/.devcontainer/init_env.sh
new file mode 100755
index 00000000..221ee6c8
--- /dev/null
+++ b/.devcontainer/init_env.sh
@@ -0,0 +1,54 @@
+#!/usr/bin/env bash
+OS=$(uname -s)
+USERNAME="$USER"
+USER_UID=$(id -u "$USER")
+
+if [ "$OS" = "Linux" ]; then
+  GROUPNAME=$(id -gn "$USER")
+  USER_GID=$(id -g "$USER")
+else
+  GROUPNAME="root"
+  USER_GID="0"
+fi
+
+printf "OS=%s\nUSERNAME=%s\nUSER_UID=%s\nGROUPNAME=%s\nUSER_GID=%s\n" \
+  "$OS" \
+  "$USERNAME" \
+  "$USER_UID" \
+  "$GROUPNAME" \
+  "$USER_GID" > .devcontainer/.env
+
+# sharing-git-credentials see https://code.visualstudio.com/remote/advancedcontainers/sharing-git-credentials
+init_ssh_agent(){
+# Define code block to insert (with unique identifier comment)
+SSH_AGENT_CODE='# SSH Agent Auto Management[ID:ssh_agent_v1]
+if [ -z "$SSH_AUTH_SOCK" ]; then
+    RUNNING_AGENT="$(ps -ax | grep '\''ssh-agent -s'\'' | grep -v grep | wc -l | tr -d '\''[:space:]'\'')"
+    if [ "$RUNNING_AGENT" = "0" ]; then
+        ssh-agent -s &> $HOME/.ssh/ssh-agent
+    fi
+    eval $(cat $HOME/.ssh/ssh-agent) > /dev/null
+    ssh-add 2> /dev/null
+fi
+# END_SSH_AGENT_CODE'
+
+# Auto detect shell type
+TARGET_FILE="$HOME/.bashrc"
+if [[ "$SHELL" == *"zsh"* ]]; then
+    TARGET_FILE="$HOME/.zshrc"
+fi
+
+# Create .ssh directory if not exists
+mkdir -p "$HOME/.ssh"
+
+# Check for existing code block
+if ! grep -q 'END_SSH_AGENT_CODE' "$TARGET_FILE"; then
+    echo "Adding SSH agent management code to ${TARGET_FILE}..."
+    echo "$SSH_AGENT_CODE" >> "$TARGET_FILE"
+    echo "Code added successfully. Please run source ${TARGET_FILE} to apply changes immediately"
+else
+    echo "Existing SSH agent code detected, no need to add again"
+fi
+}
+init_ssh_agent
+mkdir -p models
\ No newline at end of file