feat: Add examples and modify deploy documents

scripts/llama_cpp_install.sh

@@ -0,0 +1,47 @@
+#!/bin/bash
+
+# Get cuda version by torch
+CUDA_VERSION=`python -c "import torch;print(torch.version.cuda.replace('.', '') if torch.cuda.is_available() else '')"`
+
+DEVICE="cpu"
+CPU_OPT="basic"
+
+if [ "${CUDA_VERSION}" = "" ]; then
+    echo "CUDA not support, use cpu version"
+else
+    DEVICE="cu${CUDA_VERSION//./}"
+    echo "CUDA version: $CUDA_VERSION, download path: $DEVICE"
+fi
+
+echo "Checking CPU support:"
+CPU_SUPPORT=$(lscpu)
+
+echo "$CPU_SUPPORT" | grep -q "avx "
+if [ $? -eq 0 ]; then
+    echo "CPU supports AVX."
+    # CPU_OPT="AVX"
+    # TODO AVX will failed on my cpu
+else
+  echo "CPU does not support AVX."
+fi
+
+echo "$CPU_SUPPORT" | grep -q "avx2"
+if [ $? -eq 0 ]; then
+  echo "CPU supports AVX2."
+  CPU_OPT="AVX2"
+else
+  echo "CPU does not support AVX2."
+fi
+
+echo "$CPU_SUPPORT" | grep -q "avx512"
+if [ $? -eq 0 ]; then
+  echo "CPU supports AVX512."
+  CPU_OPT="AVX512"
+else
+  echo "CPU does not support AVX512."
+fi
+
+EXTRA_INDEX_URL="https://jllllll.github.io/llama-cpp-python-cuBLAS-wheels/$CPU_OPT/$DEVICE"
+
+echo "install llama-cpp-python from --extra-index-url ${EXTRA_INDEX_URL}"
+python -m pip install llama-cpp-python --force-reinstall --no-cache --prefer-binary --extra-index-url=$EXTRA_INDEX_URL