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[Android]Add android sdk and sample app (#262)
* add android * update readme * add android workflow * update android workflow * updaye android ignore and upload some files * updaye android ignore and upload some files * fix step - Rename and upload AAR * fix step - Upload AAR as an artifact * add job to upload arr to assets * update build aar pipeline
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name: Build Android AAR | ||
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on: | ||
push: | ||
branches: | ||
- main | ||
- android-sdk | ||
pull_request: | ||
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jobs: | ||
build: | ||
name: Build AAR | ||
runs-on: ubuntu-latest | ||
if: github.event_name == 'push' | ||
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steps: | ||
- name: Checkout code | ||
uses: actions/checkout@v3 | ||
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- name: Set up JDK 17 | ||
uses: actions/setup-java@v3 | ||
with: | ||
distribution: 'temurin' | ||
java-version: '17' | ||
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- name: Cache Gradle packages | ||
uses: actions/cache@v3 | ||
with: | ||
path: ~/.gradle/caches | ||
key: ${{ runner.os }}-gradle-${{ hashFiles('**/*.gradle*', '**/gradle-wrapper.properties') }} | ||
restore-keys: | | ||
${{ runner.os }}-gradle- | ||
- name: Navigate to android Directory and Build AAR | ||
run: | | ||
echo "Navigating to the example directory..." | ||
cd android/llama.android | ||
echo "Starting Gradle build process in $(pwd)..." | ||
./gradlew assembleRelease --stacktrace --info | ||
shell: bash | ||
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- name: Rename and upload AAR | ||
run: | | ||
echo "Navigating to the android directory to find AAR output..." | ||
cd android/llama.android | ||
mkdir -p ../artifacts | ||
ls -ld ../artifacts || echo "Artifacts directory does not exist." | ||
AAR_PATH=$(find ./llama/build/outputs/aar -type f -name "*.aar" | head -n 1) | ||
if [ -z "$AAR_PATH" ]; then | ||
echo "No AAR file found. Build might have failed." | ||
exit 1 | ||
fi | ||
BRANCH_NAME=${{ github.ref_name }} | ||
CUSTOM_NAME="com-nexa-${BRANCH_NAME}-${{ github.run_number }}.aar" | ||
echo "Found AAR at $AAR_PATH, renaming to $CUSTOM_NAME..." | ||
mv "$AAR_PATH" "../artifacts/$CUSTOM_NAME" | ||
shell: bash | ||
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- name: Upload AAR as an artifact | ||
uses: actions/upload-artifact@v3 | ||
with: | ||
name: custom-aar-${{ github.ref_name }}-${{ github.run_number }} | ||
path: android/artifacts/ | ||
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release: | ||
name: Create GitHub Release | ||
needs: build | ||
runs-on: ubuntu-latest | ||
if: github.event_name == 'push' && contains(github.ref, 'main') | ||
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steps: | ||
- name: Checkout code | ||
uses: actions/checkout@v3 | ||
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- name: Download Artifacts | ||
uses: actions/download-artifact@v3 | ||
with: | ||
name: custom-aar-${{ github.ref_name }}-${{ github.run_number }} | ||
path: release-artifacts | ||
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- name: Create Release | ||
id: create_release | ||
uses: actions/create-release@v1 | ||
env: | ||
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | ||
with: | ||
tag_name: v${{ github.run_number }} | ||
release_name: "Release v${{ github.run_number }}" | ||
body: | | ||
This is an automated release containing the latest AAR build. | ||
- **Branch:** ${{ github.ref_name }} | ||
- **Build Number:** ${{ github.run_number }} | ||
draft: false | ||
prerelease: false | ||
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- name: Upload AAR to Release | ||
uses: actions/upload-release-asset@v1 | ||
env: | ||
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | ||
with: | ||
upload_url: ${{ steps.create_release.outputs.upload_url }} | ||
asset_path: release-artifacts/com-nexa-${{ github.ref_name }}-${{ github.run_number }}.aar | ||
asset_name: com-nexa-${{ github.ref_name }}-${{ github.run_number }}.aar | ||
asset_content_type: application/java-archive |
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# Gradle files | ||
.gradle/ | ||
build/ | ||
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# Local configuration file (sdk path, etc) | ||
local.properties | ||
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# Log/OS Files | ||
*.log | ||
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# Android Studio generated files and folders | ||
captures/ | ||
.externalNativeBuild/ | ||
.cxx/ | ||
*.apk | ||
output.json | ||
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# IntelliJ | ||
*.iml | ||
.idea/ | ||
misc.xml | ||
deploymentTargetDropDown.xml | ||
render.experimental.xml | ||
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# Keystore files | ||
*.jks | ||
*.keystore | ||
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# Google Services (e.g. APIs or Firebase) | ||
google-services.json | ||
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# Android Profiling | ||
*.hprof |
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# Nexa | ||
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**Nexa** is a Kotlin wrapper for the [llama.cpp](https://github.com/ggerganov/llama.cpp.git) library. offering a convenient Kotlin API for Android developers. It allows seamless integration of llama.cpp models into Android applications. | ||
**NOTE:** Currently, Nexa supports Vision-Language Model (VLM) inference capabilities. | ||
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## Installation | ||
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To add Nexa to your Android project, follow these steps: | ||
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- Create a libs folder in your project’s root directory. | ||
- Copy the .aar file into the libs folder. | ||
- Add dependency to your build.gradle file: | ||
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``` | ||
implementation files("libs/com.nexa.aar") | ||
``` | ||
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## Usage | ||
### 1. Initialize NexaSwift with model path and projector path | ||
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Create a configuration and initialize NexaSwift with the path to your model file: | ||
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```kotlin | ||
nexaVlmInference = NexaVlmInference(pathToModel, | ||
mmprojectorPath, imagePath, | ||
maxNewTokens = 128, | ||
stopWords = listOf("</s>")) | ||
nexaVlmInference.loadModel() | ||
``` | ||
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### 2. Completion API | ||
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#### Streaming Mode | ||
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```swift | ||
nexaVlmInference.createCompletionStream(prompt, imagePath) | ||
?.catch { | ||
print(it.message) | ||
} | ||
?.collect { print(it) } | ||
``` | ||
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### 3. release all resources | ||
```kotlin | ||
nexaVlmInference.dispose() | ||
``` | ||
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## Quick Start | ||
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Open the [android test project](./app-java) folder in Android Studio and run the project. | ||
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## Download Models | ||
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You can download models from the [Nexa AI ModelHub](https://nexa.ai/models). |
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/build | ||
!*.png |
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plugins { | ||
id 'com.android.application' | ||
id 'kotlin-android' | ||
} | ||
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android { | ||
namespace 'ai.nexa.app_java' | ||
compileSdk 34 | ||
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defaultConfig { | ||
applicationId "ai.nexa.app_java" | ||
minSdk 33 | ||
targetSdk 34 | ||
versionCode 1 | ||
versionName "1.0" | ||
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testInstrumentationRunner "androidx.test.runner.AndroidJUnitRunner" | ||
} | ||
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buildTypes { | ||
release { | ||
minifyEnabled false | ||
proguardFiles getDefaultProguardFile('proguard-android-optimize.txt'), 'proguard-rules.pro' | ||
} | ||
} | ||
compileOptions { | ||
sourceCompatibility JavaVersion.VERSION_17 // or VERSION_1_8 | ||
targetCompatibility JavaVersion.VERSION_17 // or VERSION_1_8 | ||
} | ||
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kotlinOptions { | ||
jvmTarget = "17" // or "1.8" | ||
} | ||
} | ||
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dependencies { | ||
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implementation 'androidx.appcompat:appcompat:1.7.0' | ||
implementation 'com.google.android.material:material:1.12.0' | ||
testImplementation 'junit:junit:4.13.2' | ||
androidTestImplementation 'androidx.test.ext:junit:1.2.1' | ||
androidTestImplementation 'androidx.test.espresso:espresso-core:3.6.1' | ||
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implementation "org.jetbrains.kotlin:kotlin-stdlib:1.9.20" | ||
implementation "org.jetbrains.kotlinx:kotlinx-coroutines-android:1.7.3" | ||
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implementation 'com.github.bumptech.glide:glide:4.16.0' | ||
annotationProcessor 'com.github.bumptech.glide:compiler:4.16.0' | ||
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implementation project(":llama") | ||
// implementation files("libs/com.nexa.aar") | ||
} |
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# Add project specific ProGuard rules here. | ||
# You can control the set of applied configuration files using the | ||
# proguardFiles setting in build.gradle. | ||
# | ||
# For more details, see | ||
# http://developer.android.com/guide/developing/tools/proguard.html | ||
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# If your project uses WebView with JS, uncomment the following | ||
# and specify the fully qualified class name to the JavaScript interface | ||
# class: | ||
#-keepclassmembers class fqcn.of.javascript.interface.for.webview { | ||
# public *; | ||
#} | ||
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# Uncomment this to preserve the line number information for | ||
# debugging stack traces. | ||
#-keepattributes SourceFile,LineNumberTable | ||
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# If you keep the line number information, uncomment this to | ||
# hide the original source file name. | ||
#-renamesourcefileattribute SourceFile |
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...llama.android/app-java/src/androidTest/java/ai/nexa/app_java/ExampleInstrumentedTest.java
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package ai.nexa.app_java; | ||
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import android.content.Context; | ||
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import androidx.test.platform.app.InstrumentationRegistry; | ||
import androidx.test.ext.junit.runners.AndroidJUnit4; | ||
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import org.junit.Test; | ||
import org.junit.runner.RunWith; | ||
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import static org.junit.Assert.*; | ||
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/** | ||
* Instrumented test, which will execute on an Android device. | ||
* | ||
* @see <a href="http://d.android.com/tools/testing">Testing documentation</a> | ||
*/ | ||
@RunWith(AndroidJUnit4.class) | ||
public class ExampleInstrumentedTest { | ||
@Test | ||
public void useAppContext() { | ||
// Context of the app under test. | ||
Context appContext = InstrumentationRegistry.getInstrumentation().getTargetContext(); | ||
assertEquals("ai.nexa.app_java", appContext.getPackageName()); | ||
} | ||
} |
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android/llama.android/app-java/src/main/AndroidManifest.xml
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<?xml version="1.0" encoding="utf-8"?> | ||
<manifest xmlns:android="http://schemas.android.com/apk/res/android"> | ||
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<uses-permission android:name="android.permission.ACCESS_NETWORK_STATE" /> | ||
<uses-permission android:name="android.permission.INTERNET" /> | ||
<uses-permission android:name="android.permission.RECORD_AUDIO"/> | ||
<uses-permission android:name="android.permission.SEND_SMS"/> | ||
<uses-permission android:name="android.permission.CAMERA"/> | ||
<uses-permission android:name="android.permission.READ_EXTERNAL_STORAGE" /> | ||
<uses-permission android:name="android.permission.WRITE_EXTERNAL_STORAGE"/> | ||
<uses-permission android:name="android.permission.ACCESS_FINE_LOCATION" /> | ||
<uses-permission android:name="android.permission.ACCESS_COARSE_LOCATION" /> | ||
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<application | ||
android:allowBackup="true" | ||
android:dataExtractionRules="@xml/data_extraction_rules" | ||
android:fullBackupContent="@xml/backup_rules" | ||
android:icon="@mipmap/octopus" | ||
android:label="VlmSDK" | ||
android:roundIcon="@mipmap/octopus_round" | ||
android:supportsRtl="true" | ||
android:theme="@style/Theme.LayoutTest" | ||
android:networkSecurityConfig="@xml/network_security_config"> | ||
<activity | ||
android:name=".MainActivity" | ||
android:exported="true" | ||
android:windowSoftInputMode="adjustResize">> | ||
<intent-filter> | ||
<action android:name="android.intent.action.MAIN" /> | ||
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<category android:name="android.intent.category.LAUNCHER" /> | ||
</intent-filter> | ||
</activity> | ||
<meta-data | ||
android:name="preloaded_fonts" | ||
android:resource="@array/preloaded_fonts" /> | ||
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<provider | ||
android:name="androidx.core.content.FileProvider" | ||
android:authorities="${applicationId}.fileprovider" | ||
android:exported="false" | ||
android:grantUriPermissions="true"> | ||
<meta-data | ||
android:name="android.support.FILE_PROVIDER_PATHS" | ||
android:resource="@xml/file_paths" /> | ||
</provider> | ||
</application> | ||
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</manifest> |
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