From d64f6ec537b61476845d73ee12ed13277477724a Mon Sep 17 00:00:00 2001 From: "M.-Leander Reimer" Date: Fri, 6 Dec 2024 09:53:59 +0100 Subject: [PATCH] Added Pinecone embedding sample. Not really working with free plan though. --- pinecone-embedding/.dockerignore | 5 + pinecone-embedding/.gitignore | 41 ++++ pinecone-embedding/README.md | 78 ++++++++ pinecone-embedding/build.gradle | 43 ++++ pinecone-embedding/gradle.properties | 7 + .../gradle/wrapper/gradle-wrapper.jar | Bin 0 -> 58910 bytes .../gradle/wrapper/gradle-wrapper.properties | 5 + pinecone-embedding/gradlew | 185 ++++++++++++++++++ pinecone-embedding/gradlew.bat | 104 ++++++++++ pinecone-embedding/settings.gradle | 11 ++ .../src/main/docker/Dockerfile.jvm | 97 +++++++++ .../src/main/docker/Dockerfile.legacy-jar | 93 +++++++++ .../src/main/docker/Dockerfile.native | 27 +++ .../src/main/docker/Dockerfile.native-micro | 30 +++ .../java/de/qaware/demo/DocumentIngestor.java | 41 ++++ .../de/qaware/demo/EmbeddingResource.java | 23 +++ .../src/main/resources/application.properties | 10 + .../de/qaware/demo/EmbeddingResourceIT.java | 8 + .../de/qaware/demo/EmbeddingResourceTest.java | 20 ++ 19 files changed, 828 insertions(+) create mode 100644 pinecone-embedding/.dockerignore create mode 100644 pinecone-embedding/.gitignore create mode 100644 pinecone-embedding/README.md create mode 100644 pinecone-embedding/build.gradle create mode 100644 pinecone-embedding/gradle.properties create mode 100644 pinecone-embedding/gradle/wrapper/gradle-wrapper.jar create mode 100644 pinecone-embedding/gradle/wrapper/gradle-wrapper.properties create mode 100755 pinecone-embedding/gradlew create mode 100755 pinecone-embedding/gradlew.bat create mode 100644 pinecone-embedding/settings.gradle create mode 100644 pinecone-embedding/src/main/docker/Dockerfile.jvm create mode 100644 pinecone-embedding/src/main/docker/Dockerfile.legacy-jar create mode 100644 pinecone-embedding/src/main/docker/Dockerfile.native create mode 100644 pinecone-embedding/src/main/docker/Dockerfile.native-micro create mode 100644 pinecone-embedding/src/main/java/de/qaware/demo/DocumentIngestor.java create mode 100644 pinecone-embedding/src/main/java/de/qaware/demo/EmbeddingResource.java create mode 100644 pinecone-embedding/src/main/resources/application.properties create mode 100644 pinecone-embedding/src/native-test/java/de/qaware/demo/EmbeddingResourceIT.java create mode 100644 pinecone-embedding/src/test/java/de/qaware/demo/EmbeddingResourceTest.java diff --git a/pinecone-embedding/.dockerignore b/pinecone-embedding/.dockerignore new file mode 100644 index 0000000..4361d2f --- /dev/null +++ b/pinecone-embedding/.dockerignore @@ -0,0 +1,5 @@ +* +!build/*-runner +!build/*-runner.jar +!build/lib/* +!build/quarkus-app/* \ No newline at end of file diff --git a/pinecone-embedding/.gitignore b/pinecone-embedding/.gitignore new file mode 100644 index 0000000..ba4fbcc --- /dev/null +++ b/pinecone-embedding/.gitignore @@ -0,0 +1,41 @@ +# Gradle +.gradle/ +build/ + +# Eclipse +.project +.classpath +.settings/ +bin/ + +# IntelliJ +.idea +*.ipr +*.iml +*.iws + +# NetBeans +nb-configuration.xml + +# Visual Studio Code +.vscode +.factorypath + +# OSX +.DS_Store + +# Vim +*.swp +*.swo + +# patch +*.orig +*.rej + +# Local environment +.env + +# Plugin directory +/.quarkus/cli/plugins/ +# TLS Certificates +.certs/ diff --git a/pinecone-embedding/README.md b/pinecone-embedding/README.md new file mode 100644 index 0000000..fd29d98 --- /dev/null +++ b/pinecone-embedding/README.md @@ -0,0 +1,78 @@ +# pinecone-embedding + +This project uses Quarkus, the Supersonic Subatomic Java Framework. + +If you want to learn more about Quarkus, please visit its website: . + +## Running the application in dev mode + +You can run your application in dev mode that enables live coding using: + +```shell script +./gradlew quarkusDev +``` + +> **_NOTE:_** Quarkus now ships with a Dev UI, which is available in dev mode only at . + +## Packaging and running the application + +The application can be packaged using: + +```shell script +./gradlew build +``` + +It produces the `quarkus-run.jar` file in the `build/quarkus-app/` directory. +Be aware that it’s not an _über-jar_ as the dependencies are copied into the `build/quarkus-app/lib/` directory. + +The application is now runnable using `java -jar build/quarkus-app/quarkus-run.jar`. + +If you want to build an _über-jar_, execute the following command: + +```shell script +./gradlew build -Dquarkus.package.jar.type=uber-jar +``` + +The application, packaged as an _über-jar_, is now runnable using `java -jar build/*-runner.jar`. + +## Creating a native executable + +You can create a native executable using: + +```shell script +./gradlew build -Dquarkus.native.enabled=true +``` + +Or, if you don't have GraalVM installed, you can run the native executable build in a container using: + +```shell script +./gradlew build -Dquarkus.native.enabled=true -Dquarkus.native.container-build=true +``` + +You can then execute your native executable with: `./build/pinecone-embedding-1.0.0-SNAPSHOT-runner` + +If you want to learn more about building native executables, please consult . + +## Related Guides + +- REST ([guide](https://quarkus.io/guides/rest)): A Jakarta REST implementation utilizing build time processing and Vert.x. This extension is not compatible with the quarkus-resteasy extension, or any of the extensions that depend on it. +- Micrometer Registry Prometheus ([guide](https://quarkus.io/guides/micrometer)): Enable Prometheus support for Micrometer +- LangChain4j ([guide](https://docs.quarkiverse.io/quarkus-langchain4j/dev/index.html)): Provides the basic integration with LangChain4j +- LangChain4j Pinecone embedding store ([guide](https://docs.quarkiverse.io/quarkus-langchain4j/dev/index.html)): Provides the Pinecone Embedding store for LangChain4j +- SmallRye Health ([guide](https://quarkus.io/guides/smallrye-health)): Monitor service health +- LangChain4j OpenAI ([guide](https://docs.quarkiverse.io/quarkus-langchain4j/dev/index.html)): Provides the basic integration with LangChain4j +- Micrometer metrics ([guide](https://quarkus.io/guides/micrometer)): Instrument the runtime and your application with dimensional metrics using Micrometer. + +## Provided Code + +### REST + +Easily start your REST Web Services + +[Related guide section...](https://quarkus.io/guides/getting-started-reactive#reactive-jax-rs-resources) + +### SmallRye Health + +Monitor your application's health using SmallRye Health + +[Related guide section...](https://quarkus.io/guides/smallrye-health) diff --git a/pinecone-embedding/build.gradle b/pinecone-embedding/build.gradle new file mode 100644 index 0000000..97db7d2 --- /dev/null +++ b/pinecone-embedding/build.gradle @@ -0,0 +1,43 @@ +plugins { + id 'java' + id 'io.quarkus' +} + +repositories { + mavenCentral() + mavenLocal() +} + +dependencies { + implementation enforcedPlatform("${quarkusPlatformGroupId}:${quarkusPlatformArtifactId}:${quarkusPlatformVersion}") + implementation 'io.quarkus:quarkus-rest' + implementation 'io.quarkus:quarkus-micrometer-registry-prometheus' + implementation 'io.quarkiverse.langchain4j:quarkus-langchain4j-core:0.22.0' + implementation 'io.quarkiverse.langchain4j:quarkus-langchain4j-pinecone:0.22.0' + implementation 'io.quarkus:quarkus-smallrye-health' + implementation 'io.quarkiverse.langchain4j:quarkus-langchain4j-openai:0.22.0' + implementation 'io.quarkus:quarkus-micrometer' + implementation 'io.quarkus:quarkus-arc' + testImplementation 'io.quarkus:quarkus-junit5' + testImplementation 'io.rest-assured:rest-assured' +} + +group 'de.qaware.demo' +version '1.0.0' + +java { + sourceCompatibility = JavaVersion.VERSION_21 + targetCompatibility = JavaVersion.VERSION_21 +} + +test { + systemProperty "java.util.logging.manager", "org.jboss.logmanager.LogManager" +} +compileJava { + options.encoding = 'UTF-8' + options.compilerArgs << '-parameters' +} + +compileTestJava { + options.encoding = 'UTF-8' +} diff --git a/pinecone-embedding/gradle.properties b/pinecone-embedding/gradle.properties new file mode 100644 index 0000000..5c101b2 --- /dev/null +++ b/pinecone-embedding/gradle.properties @@ -0,0 +1,7 @@ +# Gradle properties + +quarkusPluginId=io.quarkus +quarkusPluginVersion=3.17.3 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z3-9**-9!);fwyiWB5gS$i;P~c=^}5-6G@{4TWDBRDc6(M|%qa-mS`z`u9kWo{Xl_uc;hXOkRd literal 0 HcmV?d00001 diff --git a/pinecone-embedding/gradle/wrapper/gradle-wrapper.properties b/pinecone-embedding/gradle/wrapper/gradle-wrapper.properties new file mode 100644 index 0000000..19cfad9 --- /dev/null +++ b/pinecone-embedding/gradle/wrapper/gradle-wrapper.properties @@ -0,0 +1,5 @@ +distributionBase=GRADLE_USER_HOME +distributionPath=wrapper/dists +distributionUrl=https\://services.gradle.org/distributions/gradle-8.9-bin.zip +zipStoreBase=GRADLE_USER_HOME +zipStorePath=wrapper/dists diff --git a/pinecone-embedding/gradlew b/pinecone-embedding/gradlew new file mode 100755 index 0000000..fbd7c51 --- /dev/null +++ b/pinecone-embedding/gradlew @@ -0,0 +1,185 @@ +#!/usr/bin/env sh + +# +# Copyright 2015 the original author or authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# https://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +############################################################################## +## +## Gradle start up script for UN*X +## +############################################################################## + +# 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 + +APP_NAME="Gradle" +APP_BASE_NAME=`basename "$0"` + +# Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script. +DEFAULT_JVM_OPTS='"-Xmx64m" "-Xms64m"' + +# Use the maximum available, or set MAX_FD != -1 to use that value. +MAX_FD="maximum" + +warn () { + echo "$*" +} + +die () { + echo + echo "$*" + echo + exit 1 +} + +# OS specific support (must be 'true' or 'false'). +cygwin=false +msys=false +darwin=false +nonstop=false +case "`uname`" in + CYGWIN* ) + cygwin=true + ;; + Darwin* ) + darwin=true + ;; + MINGW* ) + msys=true + ;; + NONSTOP* ) + nonstop=true + ;; +esac + +CLASSPATH=$APP_HOME/gradle/wrapper/gradle-wrapper.jar + + +# 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: $JAVA_HOME + +Please set the JAVA_HOME variable in your environment to match the +location of your Java installation." + fi +else + JAVACMD="java" + which java >/dev/null 2>&1 || die "ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH. + +Please set the JAVA_HOME variable in your environment to match the +location of your Java installation." +fi + +# Increase the maximum file descriptors if we can. +if [ "$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 + +# 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 + +# For Cygwin or MSYS, switch paths to Windows format before running java +if [ "$cygwin" = "true" -o "$msys" = "true" ] ; then + APP_HOME=`cygpath --path --mixed "$APP_HOME"` + CLASSPATH=`cygpath --path --mixed "$CLASSPATH"` + + JAVACMD=`cygpath --unix "$JAVACMD"` + + # 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 + + 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=`expr $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 + +# Escape application args +save () { + for i do printf %s\\n "$i" | sed "s/'/'\\\\''/g;1s/^/'/;\$s/\$/' \\\\/" ; done + echo " " +} +APP_ARGS=`save "$@"` + +# 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" + +exec "$JAVACMD" "$@" diff --git a/pinecone-embedding/gradlew.bat b/pinecone-embedding/gradlew.bat new file mode 100755 index 0000000..a9f778a --- /dev/null +++ b/pinecone-embedding/gradlew.bat @@ -0,0 +1,104 @@ +@rem +@rem Copyright 2015 the original author or authors. +@rem +@rem Licensed under the Apache License, Version 2.0 (the "License"); +@rem you may not use this file except in compliance with the License. +@rem You may obtain a copy of the License at +@rem +@rem https://www.apache.org/licenses/LICENSE-2.0 +@rem +@rem Unless required by applicable law or agreed to in writing, software +@rem distributed under the License is distributed on an "AS IS" BASIS, +@rem WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +@rem See the License for the specific language governing permissions and +@rem limitations under the License. +@rem + +@if "%DEBUG%" == "" @echo off +@rem ########################################################################## +@rem +@rem Gradle startup script for Windows +@rem +@rem ########################################################################## + +@rem Set local scope for the variables with windows NT shell +if "%OS%"=="Windows_NT" setlocal + +set DIRNAME=%~dp0 +if "%DIRNAME%" == "" set DIRNAME=. +set APP_BASE_NAME=%~n0 +set APP_HOME=%DIRNAME% + +@rem Resolve any "." and ".." in APP_HOME to make it shorter. +for %%i in ("%APP_HOME%") do set APP_HOME=%%~fi + +@rem Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script. +set DEFAULT_JVM_OPTS="-Xmx64m" "-Xms64m" + +@rem Find java.exe +if defined JAVA_HOME goto findJavaFromJavaHome + +set JAVA_EXE=java.exe +%JAVA_EXE% -version >NUL 2>&1 +if "%ERRORLEVEL%" == "0" goto init + +echo. +echo ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH. +echo. +echo Please set the JAVA_HOME variable in your environment to match the +echo location of your Java installation. + +goto fail + +:findJavaFromJavaHome +set JAVA_HOME=%JAVA_HOME:"=% +set JAVA_EXE=%JAVA_HOME%/bin/java.exe + +if exist "%JAVA_EXE%" goto init + +echo. +echo ERROR: JAVA_HOME is set to an invalid directory: %JAVA_HOME% +echo. +echo Please set the JAVA_HOME variable in your environment to match the +echo location of your Java installation. + +goto fail + +:init +@rem Get command-line arguments, handling Windows variants + +if not "%OS%" == "Windows_NT" goto win9xME_args + +:win9xME_args +@rem Slurp the command line arguments. +set CMD_LINE_ARGS= +set _SKIP=2 + +:win9xME_args_slurp +if "x%~1" == "x" goto execute + +set CMD_LINE_ARGS=%* + +:execute +@rem Setup the command line + +set CLASSPATH=%APP_HOME%\gradle\wrapper\gradle-wrapper.jar + + +@rem Execute Gradle +"%JAVA_EXE%" %DEFAULT_JVM_OPTS% %JAVA_OPTS% %GRADLE_OPTS% "-Dorg.gradle.appname=%APP_BASE_NAME%" -classpath "%CLASSPATH%" org.gradle.wrapper.GradleWrapperMain %CMD_LINE_ARGS% + +:end +@rem End local scope for the variables with windows NT shell +if "%ERRORLEVEL%"=="0" goto mainEnd + +:fail +rem Set variable GRADLE_EXIT_CONSOLE if you need the _script_ return code instead of +rem the _cmd.exe /c_ return code! +if not "" == "%GRADLE_EXIT_CONSOLE%" exit 1 +exit /b 1 + +:mainEnd +if "%OS%"=="Windows_NT" endlocal + +:omega diff --git a/pinecone-embedding/settings.gradle b/pinecone-embedding/settings.gradle new file mode 100644 index 0000000..bc72ca7 --- /dev/null +++ b/pinecone-embedding/settings.gradle @@ -0,0 +1,11 @@ +pluginManagement { + repositories { + mavenCentral() + gradlePluginPortal() + mavenLocal() + } + plugins { + id "${quarkusPluginId}" version "${quarkusPluginVersion}" + } +} +rootProject.name='pinecone-embedding' diff --git a/pinecone-embedding/src/main/docker/Dockerfile.jvm b/pinecone-embedding/src/main/docker/Dockerfile.jvm new file mode 100644 index 0000000..116039f --- /dev/null +++ b/pinecone-embedding/src/main/docker/Dockerfile.jvm @@ -0,0 +1,97 @@ +#### +# This Dockerfile is used in order to build a container that runs the Quarkus application in JVM mode +# +# Before building the container image run: +# +# ./gradlew build +# +# Then, build the image with: +# +# docker build -f src/main/docker/Dockerfile.jvm -t quarkus/pinecone-embedding-jvm . +# +# Then run the container using: +# +# docker run -i --rm -p 8080:8080 quarkus/pinecone-embedding-jvm +# +# If you want to include the debug port into your docker image +# you will have to expose the debug port (default 5005 being the default) like this : EXPOSE 8080 5005. +# Additionally you will have to set -e JAVA_DEBUG=true and -e JAVA_DEBUG_PORT=*:5005 +# when running the container +# +# Then run the container using : +# +# docker run -i --rm -p 8080:8080 quarkus/pinecone-embedding-jvm +# +# This image uses the `run-java.sh` script to run the application. +# This scripts computes the command line to execute your Java application, and +# includes memory/GC tuning. +# You can configure the behavior using the following environment properties: +# - JAVA_OPTS: JVM options passed to the `java` command (example: "-verbose:class") +# - JAVA_OPTS_APPEND: User specified Java options to be appended to generated options +# in JAVA_OPTS (example: "-Dsome.property=foo") +# - JAVA_MAX_MEM_RATIO: Is used when no `-Xmx` option is given in JAVA_OPTS. This is +# used to calculate a default maximal heap memory based on a containers restriction. +# If used in a container without any memory constraints for the container then this +# option has no effect. If there is a memory constraint then `-Xmx` is set to a ratio +# of the container available memory as set here. The default is `50` which means 50% +# of the available memory is used as an upper boundary. You can skip this mechanism by +# setting this value to `0` in which case no `-Xmx` option is added. +# - JAVA_INITIAL_MEM_RATIO: Is used when no `-Xms` option is given in JAVA_OPTS. This +# is used to calculate a default initial heap memory based on the maximum heap memory. +# If used in a container without any memory constraints for the container then this +# option has no effect. If there is a memory constraint then `-Xms` is set to a ratio +# of the `-Xmx` memory as set here. The default is `25` which means 25% of the `-Xmx` +# is used as the initial heap size. You can skip this mechanism by setting this value +# to `0` in which case no `-Xms` option is added (example: "25") +# - JAVA_MAX_INITIAL_MEM: Is used when no `-Xms` option is given in JAVA_OPTS. +# This is used to calculate the maximum value of the initial heap memory. If used in +# a container without any memory constraints for the container then this option has +# no effect. If there is a memory constraint then `-Xms` is limited to the value set +# here. The default is 4096MB which means the calculated value of `-Xms` never will +# be greater than 4096MB. The value of this variable is expressed in MB (example: "4096") +# - JAVA_DIAGNOSTICS: Set this to get some diagnostics information to standard output +# when things are happening. This option, if set to true, will set +# `-XX:+UnlockDiagnosticVMOptions`. Disabled by default (example: "true"). +# - JAVA_DEBUG: If set remote debugging will be switched on. Disabled by default (example: +# true"). +# - JAVA_DEBUG_PORT: Port used for remote debugging. Defaults to 5005 (example: "8787"). +# - CONTAINER_CORE_LIMIT: A calculated core limit as described in +# https://www.kernel.org/doc/Documentation/scheduler/sched-bwc.txt. (example: "2") +# - CONTAINER_MAX_MEMORY: Memory limit given to the container (example: "1024"). +# - GC_MIN_HEAP_FREE_RATIO: Minimum percentage of heap free after GC to avoid expansion. +# (example: "20") +# - GC_MAX_HEAP_FREE_RATIO: Maximum percentage of heap free after GC to avoid shrinking. +# (example: "40") +# - GC_TIME_RATIO: Specifies the ratio of the time spent outside the garbage collection. +# (example: "4") +# - GC_ADAPTIVE_SIZE_POLICY_WEIGHT: The weighting given to the current GC time versus +# previous GC times. (example: "90") +# - GC_METASPACE_SIZE: The initial metaspace size. (example: "20") +# - GC_MAX_METASPACE_SIZE: The maximum metaspace size. (example: "100") +# - GC_CONTAINER_OPTIONS: Specify Java GC to use. The value of this variable should +# contain the necessary JRE command-line options to specify the required GC, which +# will override the default of `-XX:+UseParallelGC` (example: -XX:+UseG1GC). +# - HTTPS_PROXY: The location of the https proxy. (example: "myuser@127.0.0.1:8080") +# - HTTP_PROXY: The location of the http proxy. (example: "myuser@127.0.0.1:8080") +# - NO_PROXY: A comma separated lists of hosts, IP addresses or domains that can be +# accessed directly. (example: "foo.example.com,bar.example.com") +# +### +FROM registry.access.redhat.com/ubi8/openjdk-21:1.20 + +ENV LANGUAGE='en_US:en' + + +# We make four distinct layers so if there are application changes the library layers can be re-used +COPY --chown=185 build/quarkus-app/lib/ /deployments/lib/ +COPY --chown=185 build/quarkus-app/*.jar /deployments/ +COPY --chown=185 build/quarkus-app/app/ /deployments/app/ +COPY --chown=185 build/quarkus-app/quarkus/ /deployments/quarkus/ + +EXPOSE 8080 +USER 185 +ENV JAVA_OPTS_APPEND="-Dquarkus.http.host=0.0.0.0 -Djava.util.logging.manager=org.jboss.logmanager.LogManager" +ENV JAVA_APP_JAR="/deployments/quarkus-run.jar" + +ENTRYPOINT [ "/opt/jboss/container/java/run/run-java.sh" ] + diff --git a/pinecone-embedding/src/main/docker/Dockerfile.legacy-jar b/pinecone-embedding/src/main/docker/Dockerfile.legacy-jar new file mode 100644 index 0000000..6d994e3 --- /dev/null +++ b/pinecone-embedding/src/main/docker/Dockerfile.legacy-jar @@ -0,0 +1,93 @@ +#### +# This Dockerfile is used in order to build a container that runs the Quarkus application in JVM mode +# +# Before building the container image run: +# +# ./gradlew build -Dquarkus.package.jar.type=legacy-jar +# +# Then, build the image with: +# +# docker build -f src/main/docker/Dockerfile.legacy-jar -t quarkus/pinecone-embedding-legacy-jar . +# +# Then run the container using: +# +# docker run -i --rm -p 8080:8080 quarkus/pinecone-embedding-legacy-jar +# +# If you want to include the debug port into your docker image +# you will have to expose the debug port (default 5005 being the default) like this : EXPOSE 8080 5005. +# Additionally you will have to set -e JAVA_DEBUG=true and -e JAVA_DEBUG_PORT=*:5005 +# when running the container +# +# Then run the container using : +# +# docker run -i --rm -p 8080:8080 quarkus/pinecone-embedding-legacy-jar +# +# This image uses the `run-java.sh` script to run the application. +# This scripts computes the command line to execute your Java application, and +# includes memory/GC tuning. +# You can configure the behavior using the following environment properties: +# - JAVA_OPTS: JVM options passed to the `java` command (example: "-verbose:class") +# - JAVA_OPTS_APPEND: User specified Java options to be appended to generated options +# in JAVA_OPTS (example: "-Dsome.property=foo") +# - JAVA_MAX_MEM_RATIO: Is used when no `-Xmx` option is given in JAVA_OPTS. This is +# used to calculate a default maximal heap memory based on a containers restriction. +# If used in a container without any memory constraints for the container then this +# option has no effect. If there is a memory constraint then `-Xmx` is set to a ratio +# of the container available memory as set here. The default is `50` which means 50% +# of the available memory is used as an upper boundary. You can skip this mechanism by +# setting this value to `0` in which case no `-Xmx` option is added. +# - JAVA_INITIAL_MEM_RATIO: Is used when no `-Xms` option is given in JAVA_OPTS. This +# is used to calculate a default initial heap memory based on the maximum heap memory. +# If used in a container without any memory constraints for the container then this +# option has no effect. If there is a memory constraint then `-Xms` is set to a ratio +# of the `-Xmx` memory as set here. The default is `25` which means 25% of the `-Xmx` +# is used as the initial heap size. You can skip this mechanism by setting this value +# to `0` in which case no `-Xms` option is added (example: "25") +# - JAVA_MAX_INITIAL_MEM: Is used when no `-Xms` option is given in JAVA_OPTS. +# This is used to calculate the maximum value of the initial heap memory. If used in +# a container without any memory constraints for the container then this option has +# no effect. If there is a memory constraint then `-Xms` is limited to the value set +# here. The default is 4096MB which means the calculated value of `-Xms` never will +# be greater than 4096MB. The value of this variable is expressed in MB (example: "4096") +# - JAVA_DIAGNOSTICS: Set this to get some diagnostics information to standard output +# when things are happening. This option, if set to true, will set +# `-XX:+UnlockDiagnosticVMOptions`. Disabled by default (example: "true"). +# - JAVA_DEBUG: If set remote debugging will be switched on. Disabled by default (example: +# true"). +# - JAVA_DEBUG_PORT: Port used for remote debugging. Defaults to 5005 (example: "8787"). +# - CONTAINER_CORE_LIMIT: A calculated core limit as described in +# https://www.kernel.org/doc/Documentation/scheduler/sched-bwc.txt. (example: "2") +# - CONTAINER_MAX_MEMORY: Memory limit given to the container (example: "1024"). +# - GC_MIN_HEAP_FREE_RATIO: Minimum percentage of heap free after GC to avoid expansion. +# (example: "20") +# - GC_MAX_HEAP_FREE_RATIO: Maximum percentage of heap free after GC to avoid shrinking. +# (example: "40") +# - GC_TIME_RATIO: Specifies the ratio of the time spent outside the garbage collection. +# (example: "4") +# - GC_ADAPTIVE_SIZE_POLICY_WEIGHT: The weighting given to the current GC time versus +# previous GC times. (example: "90") +# - GC_METASPACE_SIZE: The initial metaspace size. (example: "20") +# - GC_MAX_METASPACE_SIZE: The maximum metaspace size. (example: "100") +# - GC_CONTAINER_OPTIONS: Specify Java GC to use. The value of this variable should +# contain the necessary JRE command-line options to specify the required GC, which +# will override the default of `-XX:+UseParallelGC` (example: -XX:+UseG1GC). +# - HTTPS_PROXY: The location of the https proxy. (example: "myuser@127.0.0.1:8080") +# - HTTP_PROXY: The location of the http proxy. (example: "myuser@127.0.0.1:8080") +# - NO_PROXY: A comma separated lists of hosts, IP addresses or domains that can be +# accessed directly. (example: "foo.example.com,bar.example.com") +# +### +FROM registry.access.redhat.com/ubi8/openjdk-21:1.20 + +ENV LANGUAGE='en_US:en' + + +COPY build/lib/* /deployments/lib/ +COPY build/*-runner.jar /deployments/quarkus-run.jar + +EXPOSE 8080 +USER 185 +ENV JAVA_OPTS_APPEND="-Dquarkus.http.host=0.0.0.0 -Djava.util.logging.manager=org.jboss.logmanager.LogManager" +ENV JAVA_APP_JAR="/deployments/quarkus-run.jar" + +ENTRYPOINT [ "/opt/jboss/container/java/run/run-java.sh" ] diff --git a/pinecone-embedding/src/main/docker/Dockerfile.native b/pinecone-embedding/src/main/docker/Dockerfile.native new file mode 100644 index 0000000..c3ec581 --- /dev/null +++ b/pinecone-embedding/src/main/docker/Dockerfile.native @@ -0,0 +1,27 @@ +#### +# This Dockerfile is used in order to build a container that runs the Quarkus application in native (no JVM) mode. +# +# Before building the container image run: +# +# ./gradlew build -Dquarkus.native.enabled=true +# +# Then, build the image with: +# +# docker build -f src/main/docker/Dockerfile.native -t quarkus/pinecone-embedding . +# +# Then run the container using: +# +# docker run -i --rm -p 8080:8080 quarkus/pinecone-embedding +# +### +FROM registry.access.redhat.com/ubi8/ubi-minimal:8.10 +WORKDIR /work/ +RUN chown 1001 /work \ + && chmod "g+rwX" /work \ + && chown 1001:root /work +COPY --chown=1001:root build/*-runner /work/application + +EXPOSE 8080 +USER 1001 + +ENTRYPOINT ["./application", "-Dquarkus.http.host=0.0.0.0"] diff --git a/pinecone-embedding/src/main/docker/Dockerfile.native-micro b/pinecone-embedding/src/main/docker/Dockerfile.native-micro new file mode 100644 index 0000000..9d42358 --- /dev/null +++ b/pinecone-embedding/src/main/docker/Dockerfile.native-micro @@ -0,0 +1,30 @@ +#### +# This Dockerfile is used in order to build a container that runs the Quarkus application in native (no JVM) mode. +# It uses a micro base image, tuned for Quarkus native executables. +# It reduces the size of the resulting container image. +# Check https://quarkus.io/guides/quarkus-runtime-base-image for further information about this image. +# +# Before building the container image run: +# +# ./gradlew build -Dquarkus.native.enabled=true +# +# Then, build the image with: +# +# docker build -f src/main/docker/Dockerfile.native-micro -t quarkus/pinecone-embedding . +# +# Then run the container using: +# +# docker run -i --rm -p 8080:8080 quarkus/pinecone-embedding +# +### +FROM quay.io/quarkus/quarkus-micro-image:2.0 +WORKDIR /work/ +RUN chown 1001 /work \ + && chmod "g+rwX" /work \ + && chown 1001:root /work +COPY --chown=1001:root build/*-runner /work/application + +EXPOSE 8080 +USER 1001 + +ENTRYPOINT ["./application", "-Dquarkus.http.host=0.0.0.0"] diff --git a/pinecone-embedding/src/main/java/de/qaware/demo/DocumentIngestor.java b/pinecone-embedding/src/main/java/de/qaware/demo/DocumentIngestor.java new file mode 100644 index 0000000..08e84f3 --- /dev/null +++ b/pinecone-embedding/src/main/java/de/qaware/demo/DocumentIngestor.java @@ -0,0 +1,41 @@ +package de.qaware.demo; + +import java.time.LocalDateTime; +import java.time.format.DateTimeFormatter; +import java.util.List; +import java.util.Map; + +import dev.langchain4j.data.document.Document; +import dev.langchain4j.data.document.Metadata; +import dev.langchain4j.data.document.splitter.DocumentSplitters; +import dev.langchain4j.model.embedding.EmbeddingModel; +import dev.langchain4j.store.embedding.EmbeddingStoreIngestor; +import io.quarkiverse.langchain4j.pinecone.PineconeEmbeddingStore; +import jakarta.enterprise.context.ApplicationScoped; +import jakarta.inject.Inject; + +@ApplicationScoped +public class DocumentIngestor { + + @Inject + PineconeEmbeddingStore embeddingStore; + + @Inject + EmbeddingModel embeddingModel; + + public void ingest(String text) { + String currentDateTime = LocalDateTime.now().format(DateTimeFormatter.ISO_DATE_TIME); + Metadata metadata = Metadata.from(Map.of("category", "text", "date",currentDateTime)); + Document doc = Document.from(text, metadata); + ingest(List.of(doc)); + } + + void ingest(List documents) { + EmbeddingStoreIngestor ingestor = EmbeddingStoreIngestor.builder() + .embeddingStore(embeddingStore) + .embeddingModel(embeddingModel) + .documentSplitter(DocumentSplitters.recursive(500, 0)) + .build(); + ingestor.ingest(documents); + } +} diff --git a/pinecone-embedding/src/main/java/de/qaware/demo/EmbeddingResource.java b/pinecone-embedding/src/main/java/de/qaware/demo/EmbeddingResource.java new file mode 100644 index 0000000..00d21c4 --- /dev/null +++ b/pinecone-embedding/src/main/java/de/qaware/demo/EmbeddingResource.java @@ -0,0 +1,23 @@ +package de.qaware.demo; + +import jakarta.inject.Inject; +import jakarta.ws.rs.Consumes; +import jakarta.ws.rs.POST; +import jakarta.ws.rs.Path; +import jakarta.ws.rs.core.MediaType; +import jakarta.ws.rs.core.Response; +import jakarta.ws.rs.core.Response.Status; + +@Path("/api") +public class EmbeddingResource { + + @Inject + DocumentIngestor documentIngestor; + + @POST + @Path("/ingest") + @Consumes(MediaType.TEXT_PLAIN) + public Response ingest(String text) { + return Response.status(Status.CREATED).entity("Text ingested.").build(); + } +} diff --git a/pinecone-embedding/src/main/resources/application.properties b/pinecone-embedding/src/main/resources/application.properties new file mode 100644 index 0000000..fc3e658 --- /dev/null +++ b/pinecone-embedding/src/main/resources/application.properties @@ -0,0 +1,10 @@ +quarkus.langchain4j.pinecone.api-key= +quarkus.langchain4j.pinecone.environment=aped-4627-b74a +quarkus.langchain4j.pinecone.project-id=egyek0k +quarkus.langchain4j.pinecone.index-name=quarkus-langchain4j +quarkus.langchain4j.pinecone.dimension=1536 + +quarkus.langchain4j.openai.api-key= +quarkus.langchain4j.openai.chat-model.model-name=gpt-4o-mini +quarkus.langchain4j.openai.log-requests=true +quarkus.langchain4j.openai.log-responses=true diff --git a/pinecone-embedding/src/native-test/java/de/qaware/demo/EmbeddingResourceIT.java b/pinecone-embedding/src/native-test/java/de/qaware/demo/EmbeddingResourceIT.java new file mode 100644 index 0000000..f972b6c --- /dev/null +++ b/pinecone-embedding/src/native-test/java/de/qaware/demo/EmbeddingResourceIT.java @@ -0,0 +1,8 @@ +package de.qaware.demo; + +import io.quarkus.test.junit.QuarkusIntegrationTest; + +@QuarkusIntegrationTest +class EmbeddingResourceIT extends EmbeddingResourceTest { + // Execute the same tests but in packaged mode. +} diff --git a/pinecone-embedding/src/test/java/de/qaware/demo/EmbeddingResourceTest.java b/pinecone-embedding/src/test/java/de/qaware/demo/EmbeddingResourceTest.java new file mode 100644 index 0000000..4a02eea --- /dev/null +++ b/pinecone-embedding/src/test/java/de/qaware/demo/EmbeddingResourceTest.java @@ -0,0 +1,20 @@ +package de.qaware.demo; + +import io.quarkus.test.junit.QuarkusTest; +import org.junit.jupiter.api.Test; + +import static io.restassured.RestAssured.given; +import static org.hamcrest.CoreMatchers.is; + +@QuarkusTest +class EmbeddingResourceTest { + @Test + void testIngestEndpoint() { + given() + .when().body("Hello World.").post("/api/ingest") + .then() + .statusCode(201) + .body(is("Text ingested.")); + } + +} \ No newline at end of file