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‎.gitignore

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‎Dockerfile

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FROM openjdk:11-jre-slim
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ENTRYPOINT ["java", "-jar", "/usr/share/oracleai/oracleai.jar"]
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ADD target/oracleai-0.0.1-SNAPSHOT.jar /usr/share/oracleai/oracleai.jar

‎README 2.md

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# Oracle AI For Economic and Social Sustainable Development Livelabs Workshop
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This a temporarily readme for the soon to be released workshop.
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The original workshop/hackathon that this is built upon can be found here:
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https://paulparkinson.github.io/developer/openai-with-oracle/workshops/freetier/index.html
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The forthcoming workshop also includes aspects from this blog along with a number of other use cases and tech aspects such as OML, etc.:
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https://blogs.oracle.com/developers/post/how-to-call-hugging-face-ai-from-within-an-oracle-database-using-javascript-store-and-access-results-using-sql-json-and-rest

‎build.sh

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#!/bin/bash
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mvn clean package

‎build_and_push.sh

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#!/bin/bash
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IMAGE_NAME=oracleai
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IMAGE_VERSION=0.1
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if [ -z "$DOCKER_REGISTRY" ]; then
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echo "Error: DOCKER_REGISTRY env variable needs to be set!"
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exit 1
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fi
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export IMAGE=${DOCKER_REGISTRY}/${IMAGE_NAME}:${IMAGE_VERSION}
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export IMAGE_VERSION=$IMAGE_VERSION
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mvn clean package
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docker build -t=$IMAGE .
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docker push "$IMAGE"
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if [ $? -eq 0 ]; then
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docker rmi "$IMAGE"
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fi
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‎build_and_run.sh

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#!/bin/bash
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export OPENAI_KEY="sk-youropenaikeyhere-asdf"
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export OCICONFIG_FILE=~/.oci/config
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export OCICONFIG_PROFILE=DEFAULT
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mvn clean package ; java -jar target/oracleai-0.0.1-SNAPSHOT.jar

‎pom.xml

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<?xml version="1.0" encoding="UTF-8"?>
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<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
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xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd">
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<modelVersion>4.0.0</modelVersion>
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<parent>
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<groupId>org.springframework.boot</groupId>
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<artifactId>spring-boot-starter-parent</artifactId>
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<version>2.7.1</version>
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<relativePath/>
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</parent>
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<groupId>oracleai</groupId>
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<artifactId>oracleai</artifactId>
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<version>0.0.1-SNAPSHOT</version>
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<name>oracleai</name>
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<description>Oracle AI Demos</description>
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<properties>
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<spring-cloud.version>2021.0.5</spring-cloud.version>
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<oracle.jdbc.version>21.7.0.0</oracle.jdbc.version>
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<spring.boot.version>2.7.6</spring.boot.version>
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<spring.vault.version>3.1.1</spring.vault.version>
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<oci.sdk.version>3.2.0</oci.sdk.version>
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<jib-maven-plugin.version>3.3.1</jib-maven-plugin.version>
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<liquibase.version>4.17.2</liquibase.version>
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<docker.registry>${env.DOCKER_REGISTRY}</docker.registry>
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</properties>
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<dependencies>
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<dependency>
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<groupId>org.springframework.boot</groupId>
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<artifactId>spring-boot-starter-web</artifactId>
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</dependency>
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<dependency>
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<groupId>org.springframework.boot</groupId>
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<artifactId>spring-boot-starter-thymeleaf</artifactId>
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</dependency>
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<dependency>
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<groupId>org.springframework.boot</groupId>
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<artifactId>spring-boot-starter-mail</artifactId>
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</dependency>
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<dependency>
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<groupId>org.json</groupId>
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<artifactId>json</artifactId>
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<version>20230227</version>
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</dependency>
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<dependency>
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<groupId>com.oracle.oci.sdk</groupId>
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<artifactId>oci-java-sdk-common</artifactId>
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<version>${oci.sdk.version}</version>
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</dependency>
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<dependency>
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<groupId>com.oracle.oci.sdk</groupId>
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<artifactId>oci-java-sdk-common-httpclient-jersey</artifactId>
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<version>${oci.sdk.version}</version>
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</dependency>
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<!-- <dependency>-->
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<!-- <groupId>com.oracle.oci.sdk</groupId>-->
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<!-- <artifactId>oci-java-sdk-artifacts</artifactId>-->
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<!-- <version>${oci.sdk.version}</version>-->
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<!-- </dependency>-->
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<!-- <dependency>-->
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<!-- <groupId>com.oracle.oci.sdk</groupId>-->
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<!-- <artifactId>oci-java-sdk-vault</artifactId>-->
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<!-- <version>${oci.sdk.version}</version>-->
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<!-- </dependency>-->
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<!-- <dependency>-->
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<!-- <groupId>com.oracle.oci.sdk</groupId>-->
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<!-- <artifactId>oci-java-sdk-secrets</artifactId>-->
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<!-- <version>${oci.sdk.version}</version>-->
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<!-- </dependency>-->
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<dependency>
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<groupId>com.oracle.oci.sdk</groupId>
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<artifactId>oci-java-sdk-aivision</artifactId>
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<version>${oci.sdk.version}</version>
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</dependency>
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<dependency>
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<groupId>com.oracle.oci.sdk</groupId>
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<artifactId>oci-java-sdk-aispeech</artifactId>
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<version>${oci.sdk.version}</version>
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</dependency>
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<dependency>
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<groupId>com.oracle.oci.sdk</groupId>
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<artifactId>oci-java-sdk-ailanguage</artifactId>
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<version>${oci.sdk.version}</version>
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</dependency>
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<!-- <dependency>-->
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<!-- <groupId>com.oracle.oci.sdk</groupId>-->
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<!-- <artifactId>oci-java-sdk-streaming</artifactId>-->
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<!-- <version>${oci.sdk.version}</version>-->
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<!-- </dependency>-->
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<!-- <dependency>-->
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<!-- <groupId>com.oracle.oci.sdk</groupId>-->
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<!-- <artifactId>oci-java-sdk-objectstorage</artifactId>-->
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<!-- <version>${oci.sdk.version}</version>-->
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<!-- </dependency>-->
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<dependency>
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<groupId>org.slf4j</groupId>
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<artifactId>slf4j-simple</artifactId>
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<version>2.0.6</version>
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</dependency>
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<!-- <dependency>-->
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<!-- <groupId>org.apache.commons</groupId>-->
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<!-- <artifactId>commons-lang3</artifactId>-->
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<!-- <version>3.12.0</version>-->
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<!-- </dependency>-->
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<!-- <dependency>-->
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<!-- <groupId>com.google.code.google-collections</groupId>-->
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<!-- <artifactId>google-collect</artifactId>-->
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<!-- <version>snapshot-20080530</version>-->
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<!-- </dependency>-->
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<!-- <dependency>-->
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<!-- <groupId>commons-codec</groupId>-->
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<!-- <artifactId>commons-codec</artifactId>-->
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<!-- <version>1.15</version>-->
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<!-- </dependency>-->
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<dependency>
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<groupId>org.springframework.boot</groupId>
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<artifactId>spring-boot-starter-web</artifactId>
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<version>${spring.boot.version}</version>
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</dependency>
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<dependency>
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<groupId>com.oracle.database.jdbc</groupId>
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<artifactId>ojdbc8</artifactId>
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<version>${oracle.jdbc.version}</version>
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</dependency>
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<dependency>
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<groupId>com.oracle.database.jdbc</groupId>
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<artifactId>ucp</artifactId>
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<version>${oracle.jdbc.version}</version>
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</dependency>
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<dependency>
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<groupId>com.oracle.database.security</groupId>
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<artifactId>oraclepki</artifactId>
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<version>${oracle.jdbc.version}</version>
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</dependency>
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<dependency>
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<groupId>com.oracle.database.security</groupId>
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<artifactId>osdt_core</artifactId>
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<version>${oracle.jdbc.version}</version>
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</dependency>
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<dependency>
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<groupId>com.oracle.database.security</groupId>
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<artifactId>osdt_cert</artifactId>
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<version>${oracle.jdbc.version}</version>
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</dependency>
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<dependency>
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<groupId>org.springframework.boot</groupId>
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<artifactId>spring-boot-starter-test</artifactId>
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<version>${spring.boot.version}</version>
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<scope>test</scope>
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</dependency>
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<dependency>
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<groupId>javax.xml.bind</groupId>
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<artifactId>jaxb-api</artifactId>
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<version>2.4.0-b180830.0359</version>
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</dependency>
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<dependency>
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<groupId>com.fasterxml.jackson.core</groupId>
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<artifactId>jackson-databind</artifactId>
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</dependency>
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<dependency>
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<groupId>org.projectlombok</groupId>
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<artifactId>lombok</artifactId>
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</dependency>
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<!-- <dependency>-->
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<!-- <groupId>io.projectreactor</groupId>-->
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<!-- <artifactId>reactor-core</artifactId>-->
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<!-- <version>3.4.22</version>-->
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<!-- </dependency>-->
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<dependency>
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<groupId>com.theokanning.openai-gpt3-java</groupId>
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<artifactId>service</artifactId>
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<version>0.12.0</version>
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</dependency>
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</dependencies>
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<dependencyManagement>
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<dependencies>
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<dependency>
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<groupId>org.springframework.cloud</groupId>
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<artifactId>spring-cloud-dependencies</artifactId>
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<version>${spring-cloud.version}</version>
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<type>pom</type>
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<scope>import</scope>
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</dependency>
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</dependencies>
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</dependencyManagement>
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<build>
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<plugins>
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<plugin>
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<groupId>org.springframework.boot</groupId>
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<artifactId>spring-boot-maven-plugin</artifactId>
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</plugin><plugin><groupId>org.apache.maven.plugins</groupId><artifactId>maven-compiler-plugin</artifactId><configuration><source>9</source><target>9</target></configuration></plugin>
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<plugin>
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<groupId>org.springframework.boot</groupId>
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<artifactId>spring-boot-maven-plugin</artifactId>
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</plugin>
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<plugin>
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<groupId>org.apache.maven.plugins</groupId>
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<artifactId>maven-compiler-plugin</artifactId>
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<configuration><source>8</source><target>8</target></configuration>
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</plugin>
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</plugins>
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</build>
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</project>

‎sql/conversation.sql

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drop view if exists conversation_dv;
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drop table if exists interlocutor;
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drop table if exists conversation;
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CREATE TABLE IF NOT EXISTS conversation
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(conversation_id INTEGER GENERATED BY DEFAULT ON NULL AS IDENTITY,
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name VARCHAR2(255) NOT NULL UNIQUE,
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CONSTRAINT conversation_pk PRIMARY KEY(conversation_id));
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CREATE TABLE IF NOT EXISTS interlocutor
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(interlocutor_id INTEGER GENERATED BY DEFAULT ON NULL AS IDENTITY,
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name VARCHAR2(255) NOT NULL UNIQUE,
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dialogue VARCHAR2(255) ,
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conversation_id INTEGER,
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CONSTRAINT interlocutor_pk PRIMARY KEY(interlocutor_id),
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CONSTRAINT interlocutor_fk FOREIGN KEY(conversation_id) REFERENCES conversation(conversation_id));
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CREATE OR REPLACE JSON RELATIONAL DUALITY VIEW conversation_dv AS
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SELECT JSON {'conversationId' IS t.conversation_id,
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'name' IS t.name,
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'interlocutor' IS
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[ SELECT JSON {'interlocutorId' IS d.interlocutor_id,
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'name' IS d.name,
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'dialogue' IS d.dialogue WITH NOCHECK}
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FROM interlocutor d WITH INSERT UPDATE
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WHERE d.conversation_id = t.conversation_id ]}
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FROM conversation t WITH INSERT UPDATE DELETE;

‎sql/create_aijs_user.sql

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CREATE USER aijs identified BY Welcome12345;
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grant CREATE session TO aijs;
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grant RESOURCE, db_developer_role TO aijs;
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grant unlimited tablespace TO aijs;
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grant EXECUTE ON javascript TO aijs;
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grant EXECUTE dynamic mle TO aijs;
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BEGIN
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DBMS_NETWORK_ACL_ADMIN.APPEND_HOST_ACE
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(
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host => '192.168.205.1',
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lower_port => 80,
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upper_port => 8888,
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ace => xs$ace_type(privilege_list => xs$name_list('http'),
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principal_name => 'aijs',
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principal_type => xs_acl.ptype_db)
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);
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END;
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/
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connect aijs/Welcome12345;
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‎sql/mlejs_openai_sproc.sql

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CREATE OR REPLACE PROCEDURE openai_call AS
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ctx DBMS_MLE.CONTEXT_HANDLE_T;
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SNIPPET CLOB;
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BEGIN
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ctx := DBMS_MLE.CREATE_CONTEXT();
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SNIPPET := q'~
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(async () => {
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await import('mle-js-fetch');
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const oracledb = require("mle-js-oracledb");
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const conn = oracledb.defaultConnection();
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for (var row of conn.execute("select conversation_id, name, dialogue from interlocutor where dialogue IS NOT NULL").rows) {
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const fetchUrl = "http://192.168.205.1:8080/databasejs/getreply?textcontent=" + row[2];
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const answer = await fetch(fetchUrl).then(response => response.json());
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const dialogue = JSON.stringify(answer, undefined, 4);
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conn.execute( "update conversation_dv set dialogue = :dialogue ", {dialogue: dialogue} );
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};
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})();
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~';
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DBMS_MLE.EVAL(ctx, 'JAVASCRIPT', SNIPPET, 'js_mode=module');
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DBMS_MLE.DROP_CONTEXT(ctx);
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EXCEPTION
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WHEN OTHERS THEN
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DBMS_OUTPUT.PUT_LINE(SQLERRM);
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END;
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/

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