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Merge pull request #5 from Picovoice/android-llm-va
Android LLM Voice Assistant
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name: Java CodeStyle | ||
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on: | ||
workflow_dispatch: | ||
push: | ||
branches: [ master ] | ||
paths: | ||
- '**/*.java' | ||
- 'res/.lint/java/**' | ||
pull_request: | ||
branches: [ master, 'v[0-9]+.[0-9]+' ] | ||
paths: | ||
- '**/*.java' | ||
- 'res/.lint/java/**' | ||
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jobs: | ||
check-java-codestyle: | ||
runs-on: ubuntu-latest | ||
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steps: | ||
- uses: actions/checkout@v3 | ||
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- name: Set up JDK 11 | ||
uses: actions/setup-java@v3 | ||
with: | ||
java-version: '11' | ||
distribution: 'temurin' | ||
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- name: Check Java CodeStyle | ||
run: java -Dconfig_loc=res/.lint/java/ -jar res/.lint/java/checkstyle-10.5.0-all.jar -c res/.lint/java/checkstyle.xml recipes/llm-voice-assistant/android |
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*.iml | ||
.gradle | ||
/local.properties | ||
/.idea/ | ||
.DS_Store | ||
/build | ||
/captures | ||
.externalNativeBuild | ||
release | ||
test_resources |
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## See It In Action! | ||
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[![LLM VA in Action](https://img.youtube.com/vi/5JkDVbkedBU/0.jpg)](https://www.youtube.com/watch?v=5JkDVbkedBU) | ||
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## Compatibility | ||
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- Android 5.0 (SDK 21+) | ||
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## AccessKey | ||
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AccessKey is your authentication and authorization token for deploying Picovoice SDKs, including picoLLM. Anyone who is | ||
using Picovoice needs to have a valid AccessKey. You must keep your AccessKey secret. You would need internet | ||
connectivity to validate your AccessKey with Picovoice license servers even though the LLM inference is running 100% | ||
offline and completely free for open-weight models. Everyone who signs up for | ||
[Picovoice Console](https://console.picovoice.ai/) receives a unique AccessKey. | ||
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## picoLLM Model | ||
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picoLLM Inference Engine supports a variety of open-weight models. The models can be downloaded from the [Picovoice Console](https://console.picovoice.ai/). | ||
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Download your desired model file (`.pllm`) from the Picovoice Console. If you do not download the | ||
file directly from your Android device, you will need to upload it to the device. | ||
To upload the model to the device, use the Android Studio Device Explorer or `adb push`: | ||
```console | ||
adb push ~/model.pllm /sdcard/Downloads/ | ||
``` | ||
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## Usage | ||
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1. Open the `LLMVoiceAssistant` project in Android Studio. | ||
2. Copy your `AccessKey` from Picovoice Console into the `ACCESS_KEY` variable in [MainActivity.java](llm-voice-assistant/src/main/java/ai/picovoice/llmvoiceassistant/MainActivity.java). | ||
3. Connect a device or launch an Android simulator. | ||
4. Build and run the demo. | ||
5. Press the `Load Model` button and select the model file (`.pllm`) from your device's storage. | ||
6. Say "Picovoice", then you'll be able to prompt the voice assistant. | ||
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## Custom Wake Word | ||
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The demo's default wake phrase is `Picovoice`. You can generate your custom (branded) wake word using | ||
Picovoice Console by following [Porcupine Wake Word documentation (https://picovoice.ai/docs/porcupine/). | ||
Once you have the model trained, add it to your project by following these steps: | ||
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1. Download the custom wake word file (`.ppn`) | ||
2. Add it to the `${ANDROID_APP}/src/main/assets` directory of your Android project | ||
3. Create an instance of Porcupine using the .setKeywordPaths builder method and the keyword path (relative to the assets directory or absolute path to the file on device): | ||
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```java | ||
porcupine = new Porcupine.Builder() | ||
.setAccessKey("${ACCESS_KEY}") | ||
.setKeywordPath("${KEYWORD_FILE_PATH}") | ||
.build(getApplicationContext()); | ||
``` | ||
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## Profiling | ||
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Profiling data is automatically printed in the app's `logcat`. | ||
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### Real-time Factor (RTF) | ||
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RTF is a standard metric for measuring the speed of speech processing (e.g., wake word, speech-to-text, and | ||
text-to-speech). RTF is the CPU time divided by the processed (recognized or synthesized) audio length. | ||
Hence, a lower RTF means a more efficient engine. | ||
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### Token per Second (TPS) | ||
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Token per second is the standard metric for measuring the speed of LLM inference engines. TPS is the number of | ||
generated tokens divided by the compute time used to create them. A higher TPS is better. | ||
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ext { | ||
defaultTargetSdkVersion = 33 | ||
} | ||
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buildscript { | ||
repositories { | ||
google() | ||
mavenCentral() | ||
} | ||
dependencies { | ||
classpath 'com.android.tools.build:gradle:7.4.2' | ||
} | ||
} | ||
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allprojects { | ||
repositories { | ||
google() | ||
mavenCentral() | ||
} | ||
} | ||
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tasks.register('clean', Delete) { | ||
delete rootProject.buildDir | ||
} |
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# Project-wide Gradle settings. | ||
# IDE (e.g. Android Studio) users: | ||
# Gradle settings configured through the IDE *will override* | ||
# any settings specified in this file. | ||
# For more details on how to configure your build environment visit | ||
# http://www.gradle.org/docs/current/userguide/build_environment.html | ||
# Specifies the JVM arguments used for the daemon process. | ||
# The setting is particularly useful for tweaking memory settings. | ||
org.gradle.jvmargs=-Xmx4096m -Dfile.encoding=UTF-8 | ||
# When configured, Gradle will run in incubating parallel mode. | ||
# This option should only be used with decoupled projects. More details, visit | ||
# http://www.gradle.org/docs/current/userguide/multi_project_builds.html#sec:decoupled_projects | ||
# org.gradle.parallel=true | ||
# AndroidX package structure to make it clearer which packages are bundled with the | ||
# Android operating system, and which are packaged with your app"s APK | ||
# https://developer.android.com/topic/libraries/support-library/androidx-rn | ||
android.useAndroidX=true |
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recipes/llm-voice-assistant/android/gradle/wrapper/gradle-wrapper.properties
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#Tue Jun 29 23:02:09 PDT 2021 | ||
distributionBase=GRADLE_USER_HOME | ||
distributionUrl=https\://services.gradle.org/distributions/gradle-7.5-bin.zip | ||
distributionPath=wrapper/dists | ||
zipStorePath=wrapper/dists | ||
zipStoreBase=GRADLE_USER_HOME |
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#!/usr/bin/env sh | ||
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############################################################################## | ||
## | ||
## Gradle start up script for UN*X | ||
## | ||
############################################################################## | ||
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# Attempt to set APP_HOME | ||
# Resolve links: $0 may be a link | ||
PRG="$0" | ||
# Need this for relative symlinks. | ||
while [ -h "$PRG" ] ; do | ||
ls=`ls -ld "$PRG"` | ||
link=`expr "$ls" : '.*-> \(.*\)$'` | ||
if expr "$link" : '/.*' > /dev/null; then | ||
PRG="$link" | ||
else | ||
PRG=`dirname "$PRG"`"/$link" | ||
fi | ||
done | ||
SAVED="`pwd`" | ||
cd "`dirname \"$PRG\"`/" >/dev/null | ||
APP_HOME="`pwd -P`" | ||
cd "$SAVED" >/dev/null | ||
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APP_NAME="Gradle" | ||
APP_BASE_NAME=`basename "$0"` | ||
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# Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script. | ||
DEFAULT_JVM_OPTS="" | ||
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# Use the maximum available, or set MAX_FD != -1 to use that value. | ||
MAX_FD="maximum" | ||
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warn () { | ||
echo "$*" | ||
} | ||
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die () { | ||
echo | ||
echo "$*" | ||
echo | ||
exit 1 | ||
} | ||
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# OS specific support (must be 'true' or 'false'). | ||
cygwin=false | ||
msys=false | ||
darwin=false | ||
nonstop=false | ||
case "`uname`" in | ||
CYGWIN* ) | ||
cygwin=true | ||
;; | ||
Darwin* ) | ||
darwin=true | ||
;; | ||
MINGW* ) | ||
msys=true | ||
;; | ||
NONSTOP* ) | ||
nonstop=true | ||
;; | ||
esac | ||
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CLASSPATH=$APP_HOME/gradle/wrapper/gradle-wrapper.jar | ||
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# Determine the Java command to use to start the JVM. | ||
if [ -n "$JAVA_HOME" ] ; then | ||
if [ -x "$JAVA_HOME/jre/sh/java" ] ; then | ||
# IBM's JDK on AIX uses strange locations for the executables | ||
JAVACMD="$JAVA_HOME/jre/sh/java" | ||
else | ||
JAVACMD="$JAVA_HOME/bin/java" | ||
fi | ||
if [ ! -x "$JAVACMD" ] ; then | ||
die "ERROR: JAVA_HOME is set to an invalid directory: $JAVA_HOME | ||
Please set the JAVA_HOME variable in your environment to match the | ||
location of your Java installation." | ||
fi | ||
else | ||
JAVACMD="java" | ||
which java >/dev/null 2>&1 || die "ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH. | ||
Please set the JAVA_HOME variable in your environment to match the | ||
location of your Java installation." | ||
fi | ||
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# Increase the maximum file descriptors if we can. | ||
if [ "$cygwin" = "false" -a "$darwin" = "false" -a "$nonstop" = "false" ] ; then | ||
MAX_FD_LIMIT=`ulimit -H -n` | ||
if [ $? -eq 0 ] ; then | ||
if [ "$MAX_FD" = "maximum" -o "$MAX_FD" = "max" ] ; then | ||
MAX_FD="$MAX_FD_LIMIT" | ||
fi | ||
ulimit -n $MAX_FD | ||
if [ $? -ne 0 ] ; then | ||
warn "Could not set maximum file descriptor limit: $MAX_FD" | ||
fi | ||
else | ||
warn "Could not query maximum file descriptor limit: $MAX_FD_LIMIT" | ||
fi | ||
fi | ||
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# For Darwin, add options to specify how the application appears in the dock | ||
if $darwin; then | ||
GRADLE_OPTS="$GRADLE_OPTS \"-Xdock:name=$APP_NAME\" \"-Xdock:icon=$APP_HOME/media/gradle.icns\"" | ||
fi | ||
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# For Cygwin, switch paths to Windows format before running java | ||
if $cygwin ; then | ||
APP_HOME=`cygpath --path --mixed "$APP_HOME"` | ||
CLASSPATH=`cygpath --path --mixed "$CLASSPATH"` | ||
JAVACMD=`cygpath --unix "$JAVACMD"` | ||
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# We build the pattern for arguments to be converted via cygpath | ||
ROOTDIRSRAW=`find -L / -maxdepth 1 -mindepth 1 -type d 2>/dev/null` | ||
SEP="" | ||
for dir in $ROOTDIRSRAW ; do | ||
ROOTDIRS="$ROOTDIRS$SEP$dir" | ||
SEP="|" | ||
done | ||
OURCYGPATTERN="(^($ROOTDIRS))" | ||
# Add a user-defined pattern to the cygpath arguments | ||
if [ "$GRADLE_CYGPATTERN" != "" ] ; then | ||
OURCYGPATTERN="$OURCYGPATTERN|($GRADLE_CYGPATTERN)" | ||
fi | ||
# Now convert the arguments - kludge to limit ourselves to /bin/sh | ||
i=0 | ||
for arg in "$@" ; do | ||
CHECK=`echo "$arg"|egrep -c "$OURCYGPATTERN" -` | ||
CHECK2=`echo "$arg"|egrep -c "^-"` ### Determine if an option | ||
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if [ $CHECK -ne 0 ] && [ $CHECK2 -eq 0 ] ; then ### Added a condition | ||
eval `echo args$i`=`cygpath --path --ignore --mixed "$arg"` | ||
else | ||
eval `echo args$i`="\"$arg\"" | ||
fi | ||
i=$((i+1)) | ||
done | ||
case $i in | ||
(0) set -- ;; | ||
(1) set -- "$args0" ;; | ||
(2) set -- "$args0" "$args1" ;; | ||
(3) set -- "$args0" "$args1" "$args2" ;; | ||
(4) set -- "$args0" "$args1" "$args2" "$args3" ;; | ||
(5) set -- "$args0" "$args1" "$args2" "$args3" "$args4" ;; | ||
(6) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" ;; | ||
(7) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" ;; | ||
(8) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" "$args7" ;; | ||
(9) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" "$args7" "$args8" ;; | ||
esac | ||
fi | ||
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# Escape application args | ||
save () { | ||
for i do printf %s\\n "$i" | sed "s/'/'\\\\''/g;1s/^/'/;\$s/\$/' \\\\/" ; done | ||
echo " " | ||
} | ||
APP_ARGS=$(save "$@") | ||
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# Collect all arguments for the java command, following the shell quoting and substitution rules | ||
eval set -- $DEFAULT_JVM_OPTS $JAVA_OPTS $GRADLE_OPTS "\"-Dorg.gradle.appname=$APP_BASE_NAME\"" -classpath "\"$CLASSPATH\"" org.gradle.wrapper.GradleWrapperMain "$APP_ARGS" | ||
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# by default we should be in the correct project dir, but when run from Finder on Mac, the cwd is wrong | ||
if [ "$(uname)" = "Darwin" ] && [ "$HOME" = "$PWD" ]; then | ||
cd "$(dirname "$0")" | ||
fi | ||
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exec "$JAVACMD" "$@" |
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