diff --git a/.gitea/workflows/build-pdf.yml b/.gitea/workflows/build-pdf.yml
index 6a9720a..e28fe19 100644
--- a/.gitea/workflows/build-pdf.yml
+++ b/.gitea/workflows/build-pdf.yml
@@ -16,12 +16,21 @@ jobs:
       - name: Checkout Repository
         uses: actions/checkout@v4
 
-      # 2. Set up Typst CLI and compile the PDF
+      # 2. Download and extract the latest Typst Binary (No installation required)
+      - name: Download Latest Typst
+        run: |
+          cd docs/lora/
+          curl -L -o typst.tar.gz https://github.com/typst/typst/releases/latest/download/typst-x86_64-unknown-linux-musl.tar.gz
+          tar -xzf typst.tar.gz --strip-components=1
+          chmod +x ./typst
+          
+      # 3. Compile the PDF using the local binary
       - name: Compile Typst Documents
         run: |
-          ls -la docs/lora/
-          /snap/bin/typst compile docs/lora/foxmesh-protocol.typ docs/lora/FoxMesh_Protocol.pdf
-          /snap/bin/typst compile docs/lora/foxmesh-protocol_de.typ docs/lora/FoxMesh_Protocol_de.pdf
+          cd docs/lora/
+          ls -la
+          ./typst compile foxmesh-protocol.typ FoxMesh_Protocol.pdf
+          ./typst compile foxmesh-protocol_de.typ FoxMesh_Protocol_de.pdf
 
       # 3. Upload PDF as a Gitea artifact (runs on every push to main)
       - name: Upload PDF Artifact