Perry dev

.github/workflows/generate-index-from-release.yaml

@@ -3,7 +3,7 @@ name: Wheels Index
 on:
   # Trigger on new release
   workflow_run:
-    workflows: ["Build Wheels (CPU)", "Build Wheels (CUDA)", "Build Wheels (Metal)", "Build Wheels (ROCm)", "Build Wheels (Vulkan)"]
+    workflows: ["Build Wheels (Vulkan)"]
     types:
       - completed
 

README.md

@@ -1,8 +1,62 @@
 # Nexa-SDK-Enterprise
+
 Enterprise SDK for Nexa AI's model serving on edge devices.
 
+## Python Package Installation
+
+We have released pre-built wheels for various Python versions, platforms, and backends for convenient installation on our [index page](https://nexaai.github.io/nexa-sdk/whl/).
+
+### CPU Installation
+
+```bash
+pip install nexaai --prefer-binary --index-url https://nexaai.github.io/nexa-sdk/whl/cpu --extra-index-url https://pypi.org/simple --no-cache-dir
+```
+
+### GPU Installation (Vulkan)
+
+To install with Vulkan support, make sure you have [Vulkan SDK 1.3.261.1 or later](https://vulkan.lunarg.com/sdk/home) installed.
+
+For **Windows PowerShell**:
+
+```bash
+$env:CMAKE_ARGS="-DGGML_VULKAN=on"; pip install nexaai --prefer-binary --index-url https://nexaai.github.io/nexa-sdk/whl/vulkan --extra-index-url https://pypi.org/simple --no-cache-dir
+```
+
+For **Windows Command Prompt**:
+
+```bash
+set CMAKE_ARGS="-DGGML_VULKAN=on" & pip install nexaai --prefer-binary --index-url https://nexaai.github.io/nexa-sdk/whl/vulkan --extra-index-url https://pypi.org/simple --no-cache-dir
+```
+
+For **Windows Git Bash**:
+
+```bash
+CMAKE_ARGS="-DGGML_VULKAN=on" pip install nexaai --prefer-binary --index-url https://nexaai.github.io/nexa-sdk/whl/vulkan --extra-index-url https://pypi.org/simple --no-cache-dir
+```
+
+### Local Build
+
+How to clone this repo:
+
+```bash
+git clone --recursive https://github.com/NexaAI/nexa-sdk
+```
+
+If you forget to use `--recursive`, you can use below command to add submodule:
+
+```bash
+git submodule update --init --recursive
+```
+
+Then you can build and install the package:
+
+```bash
+pip install -e .
+```
+
 ## Unit Tests
+
 ```
 python -m tests.test_text_generation
 python -m tests.test_disk_kv_cache
-```
+```