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							| @@ -0,0 +1,58 @@ | ||||
| name: Release Artifacts to GitHub Maven Packages | ||||
|  | ||||
| on: | ||||
|   release: | ||||
|     types: [ created ] | ||||
|  | ||||
| jobs: | ||||
|   build: | ||||
|  | ||||
|     runs-on: ubuntu-latest | ||||
|     permissions: | ||||
|       contents: read | ||||
|       packages: write | ||||
|  | ||||
|     steps: | ||||
|       - uses: actions/checkout@v3 | ||||
|       - name: Set up JDK 17 | ||||
|         uses: actions/setup-java@v3 | ||||
|         with: | ||||
|           java-version: '17' | ||||
|           distribution: 'temurin' | ||||
|           server-id: github | ||||
|           settings-path: ${{ github.workspace }} | ||||
|  | ||||
|       - name: maven-settings-xml-action | ||||
|         uses: whelk-io/maven-settings-xml-action@v22 | ||||
|         with: | ||||
|           servers: '[{ "id": "${repo.id}", "username": "${repo.user}", "password": "${repo.pass}" }]' | ||||
|  | ||||
|       - name: Find and Replace | ||||
|         uses: jacobtomlinson/gha-find-replace@v3 | ||||
|         with: | ||||
|           find: "ollama4j-revision" | ||||
|           replace: ${{ github.ref_name }} | ||||
|           regex: false | ||||
|  | ||||
|       - name: Find and Replace | ||||
|         uses: jacobtomlinson/gha-find-replace@v3 | ||||
|         with: | ||||
|           find: "mvn-repo-id" | ||||
|           replace: github | ||||
|           regex: false | ||||
|  | ||||
|       - name: Import GPG key | ||||
|         uses: crazy-max/ghaction-import-gpg@v6 | ||||
|         with: | ||||
|           gpg_private_key: ${{ secrets.GPG_PRIVATE_KEY }} | ||||
|           passphrase: ${{ secrets.GPG_PASSPHRASE }} | ||||
|       - name: List keys | ||||
|         run: gpg -K | ||||
|  | ||||
|       - name: Build with Maven | ||||
|         run: mvn --file pom.xml -U clean package -Punit-tests | ||||
|  | ||||
|       - name: Publish to GitHub Packages Apache Maven | ||||
|         run: mvn deploy -Punit-tests -s $GITHUB_WORKSPACE/settings.xml -Dgpg.passphrase=${{ secrets.GPG_PASSPHRASE }} -Drepo.id=github -Drepo.user=${{ secrets.GH_MVN_USER }} -Drepo.pass=${{ secrets.GH_MVN_PASS }} -DaltDeploymentRepository=github::default::https://maven.pkg.github.com/ollama4j/ollama4j | ||||
|         env: | ||||
|           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | ||||
							
								
								
									
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										68
									
								
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							| @@ -1,22 +1,31 @@ | ||||
| # This workflow will build a package using Maven and then publish it to GitHub packages when a release is created | ||||
| # For more information see: https://github.com/actions/setup-java/blob/main/docs/advanced-usage.md#apache-maven-with-a-settings-path | ||||
|  | ||||
| name: Release Artifacts | ||||
| name: Release Artifacts to Maven Central | ||||
|  | ||||
| on: | ||||
|   release: | ||||
|     types: [ created ] | ||||
|  | ||||
|  | ||||
| #on: | ||||
| #  pull_request: | ||||
| #    types: [ opened, reopened ] | ||||
| #    branches: [ "main" ] | ||||
|  | ||||
|  | ||||
| jobs: | ||||
|   build: | ||||
|  | ||||
|     runs-on: ubuntu-latest | ||||
|  | ||||
|     permissions: | ||||
|       contents: read | ||||
|       contents: write | ||||
|       packages: write | ||||
|  | ||||
|     steps: | ||||
|       - uses: actions/checkout@v3 | ||||
|  | ||||
|       - name: Set up JDK 17 | ||||
|         uses: actions/setup-java@v3 | ||||
|         with: | ||||
| @@ -25,6 +34,19 @@ jobs: | ||||
|           server-id: github # Value of the distributionManagement/repository/id field of the pom.xml | ||||
|           settings-path: ${{ github.workspace }} # location for the settings.xml file | ||||
|  | ||||
|       - name: maven-settings-xml-action | ||||
|         uses: whelk-io/maven-settings-xml-action@v22 | ||||
|         with: | ||||
|           servers: '[{ "id": "${repo.id}", "username": "${repo.user}", "password": "${repo.pass}" }]' | ||||
|  | ||||
|       - name: Import GPG key | ||||
|         uses: crazy-max/ghaction-import-gpg@v6 | ||||
|         with: | ||||
|           gpg_private_key: ${{ secrets.GPG_PRIVATE_KEY }} | ||||
|           passphrase: ${{ secrets.GPG_PASSPHRASE }} | ||||
|       - name: List keys | ||||
|         run: gpg -K | ||||
|  | ||||
|       - name: Find and Replace | ||||
|         uses: jacobtomlinson/gha-find-replace@v3 | ||||
|         with: | ||||
| @@ -32,10 +54,42 @@ jobs: | ||||
|           replace: ${{ github.ref_name }} | ||||
|           regex: false | ||||
|  | ||||
|       - name: Build with Maven | ||||
|         run: mvn --file pom.xml -U clean package -Punit-tests | ||||
|       - name: Find and Replace | ||||
|         uses: jacobtomlinson/gha-find-replace@v3 | ||||
|         with: | ||||
|           find: "mvn-repo-id" | ||||
|           replace: central | ||||
|           regex: false | ||||
|  | ||||
|       - name: Publish to GitHub Packages Apache Maven | ||||
|         run: mvn deploy -s $GITHUB_WORKSPACE/settings.xml --file pom.xml | ||||
|       - name: Publish to Maven Central | ||||
|         run: mvn deploy -Dgpg.passphrase=${{ secrets.GPG_PASSPHRASE }} -Drepo.id=central -Drepo.user=${{ secrets.MVN_USER }} -Drepo.pass=${{ secrets.MVN_PASS }} | ||||
|  | ||||
|       - name: Upload Release Asset - JAR | ||||
|         uses: actions/upload-release-asset@v1 | ||||
|         env: | ||||
|           GITHUB_TOKEN: ${{ github.token }} | ||||
|           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | ||||
|         with: | ||||
|           upload_url: ${{ github.event.release.upload_url }} | ||||
|           asset_path: target/ollama4j-${{ github.ref_name }}.jar | ||||
|           asset_name: ollama4j-${{ github.ref_name }}.jar | ||||
|           asset_content_type: application/x-jar | ||||
|  | ||||
|       - name: Upload Release Asset - Javadoc JAR | ||||
|         uses: actions/upload-release-asset@v1 | ||||
|         env: | ||||
|           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | ||||
|         with: | ||||
|           upload_url: ${{ github.event.release.upload_url }} | ||||
|           asset_path: target/ollama4j-${{ github.ref_name }}-javadoc.jar | ||||
|           asset_name: ollama4j-${{ github.ref_name }}-javadoc.jar | ||||
|           asset_content_type: application/x-jar | ||||
|  | ||||
|       - name: Upload Release Asset - Sources JAR | ||||
|         uses: actions/upload-release-asset@v1 | ||||
|         env: | ||||
|           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | ||||
|         with: | ||||
|           upload_url: ${{ github.event.release.upload_url }} | ||||
|           asset_path: target/ollama4j-${{ github.ref_name }}-sources.jar | ||||
|           asset_name: ollama4j-${{ github.ref_name }}-sources.jar | ||||
|           asset_content_type: application/x-jar | ||||
							
								
								
									
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							| @@ -37,6 +37,5 @@ build/ | ||||
| ### Mac OS ### | ||||
| .DS_Store | ||||
| /.idea/ | ||||
| /src/main/java/io/github/amithkoujalgi/ollama4j/core/localtests/ | ||||
| pom.xml.* | ||||
| release.properties | ||||
							
								
								
									
										128
									
								
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										128
									
								
								CODE_OF_CONDUCT.md
									
									
									
									
									
										Normal file
									
								
							| @@ -0,0 +1,128 @@ | ||||
| # Contributor Covenant Code of Conduct | ||||
|  | ||||
| ## Our Pledge | ||||
|  | ||||
| We as members, contributors, and leaders pledge to make participation in our | ||||
| community a harassment-free experience for everyone, regardless of age, body | ||||
| size, visible or invisible disability, ethnicity, sex characteristics, gender | ||||
| identity and expression, level of experience, education, socio-economic status, | ||||
| nationality, personal appearance, race, religion, or sexual identity | ||||
| and orientation. | ||||
|  | ||||
| We pledge to act and interact in ways that contribute to an open, welcoming, | ||||
| diverse, inclusive, and healthy community. | ||||
|  | ||||
| ## Our Standards | ||||
|  | ||||
| Examples of behavior that contributes to a positive environment for our | ||||
| community include: | ||||
|  | ||||
| * Demonstrating empathy and kindness toward other people | ||||
| * Being respectful of differing opinions, viewpoints, and experiences | ||||
| * Giving and gracefully accepting constructive feedback | ||||
| * Accepting responsibility and apologizing to those affected by our mistakes, | ||||
|   and learning from the experience | ||||
| * Focusing on what is best not just for us as individuals, but for the | ||||
|   overall community | ||||
|  | ||||
| Examples of unacceptable behavior include: | ||||
|  | ||||
| * The use of sexualized language or imagery, and sexual attention or | ||||
|   advances of any kind | ||||
| * Trolling, insulting or derogatory comments, and personal or political attacks | ||||
| * Public or private harassment | ||||
| * Publishing others' private information, such as a physical or email | ||||
|   address, without their explicit permission | ||||
| * Other conduct which could reasonably be considered inappropriate in a | ||||
|   professional setting | ||||
|  | ||||
| ## Enforcement Responsibilities | ||||
|  | ||||
| Community leaders are responsible for clarifying and enforcing our standards of | ||||
| acceptable behavior and will take appropriate and fair corrective action in | ||||
| response to any behavior that they deem inappropriate, threatening, offensive, | ||||
| or harmful. | ||||
|  | ||||
| Community leaders have the right and responsibility to remove, edit, or reject | ||||
| comments, commits, code, wiki edits, issues, and other contributions that are | ||||
| not aligned to this Code of Conduct, and will communicate reasons for moderation | ||||
| decisions when appropriate. | ||||
|  | ||||
| ## Scope | ||||
|  | ||||
| This Code of Conduct applies within all community spaces, and also applies when | ||||
| an individual is officially representing the community in public spaces. | ||||
| Examples of representing our community include using an official e-mail address, | ||||
| posting via an official social media account, or acting as an appointed | ||||
| representative at an online or offline event. | ||||
|  | ||||
| ## Enforcement | ||||
|  | ||||
| Instances of abusive, harassing, or otherwise unacceptable behavior may be | ||||
| reported to the community leaders responsible for enforcement at | ||||
| koujalgi.amith@gmail.com. | ||||
| All complaints will be reviewed and investigated promptly and fairly. | ||||
|  | ||||
| All community leaders are obligated to respect the privacy and security of the | ||||
| reporter of any incident. | ||||
|  | ||||
| ## Enforcement Guidelines | ||||
|  | ||||
| Community leaders will follow these Community Impact Guidelines in determining | ||||
| the consequences for any action they deem in violation of this Code of Conduct: | ||||
|  | ||||
| ### 1. Correction | ||||
|  | ||||
| **Community Impact**: Use of inappropriate language or other behavior deemed | ||||
| unprofessional or unwelcome in the community. | ||||
|  | ||||
| **Consequence**: A private, written warning from community leaders, providing | ||||
| clarity around the nature of the violation and an explanation of why the | ||||
| behavior was inappropriate. A public apology may be requested. | ||||
|  | ||||
| ### 2. Warning | ||||
|  | ||||
| **Community Impact**: A violation through a single incident or series | ||||
| of actions. | ||||
|  | ||||
| **Consequence**: A warning with consequences for continued behavior. No | ||||
| interaction with the people involved, including unsolicited interaction with | ||||
| those enforcing the Code of Conduct, for a specified period of time. This | ||||
| includes avoiding interactions in community spaces as well as external channels | ||||
| like social media. Violating these terms may lead to a temporary or | ||||
| permanent ban. | ||||
|  | ||||
| ### 3. Temporary Ban | ||||
|  | ||||
| **Community Impact**: A serious violation of community standards, including | ||||
| sustained inappropriate behavior. | ||||
|  | ||||
| **Consequence**: A temporary ban from any sort of interaction or public | ||||
| communication with the community for a specified period of time. No public or | ||||
| private interaction with the people involved, including unsolicited interaction | ||||
| with those enforcing the Code of Conduct, is allowed during this period. | ||||
| Violating these terms may lead to a permanent ban. | ||||
|  | ||||
| ### 4. Permanent Ban | ||||
|  | ||||
| **Community Impact**: Demonstrating a pattern of violation of community | ||||
| standards, including sustained inappropriate behavior,  harassment of an | ||||
| individual, or aggression toward or disparagement of classes of individuals. | ||||
|  | ||||
| **Consequence**: A permanent ban from any sort of public interaction within | ||||
| the community. | ||||
|  | ||||
| ## Attribution | ||||
|  | ||||
| This Code of Conduct is adapted from the [Contributor Covenant][homepage], | ||||
| version 2.0, available at | ||||
| https://www.contributor-covenant.org/version/2/0/code_of_conduct.html. | ||||
|  | ||||
| Community Impact Guidelines were inspired by [Mozilla's code of conduct | ||||
| enforcement ladder](https://github.com/mozilla/diversity). | ||||
|  | ||||
| [homepage]: https://www.contributor-covenant.org | ||||
|  | ||||
| For answers to common questions about this code of conduct, see the FAQ at | ||||
| https://www.contributor-covenant.org/faq. Translations are available at | ||||
| https://www.contributor-covenant.org/translations. | ||||
							
								
								
									
										4
									
								
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							| @@ -1,10 +1,10 @@ | ||||
| build: | ||||
| 	mvn -B clean install | ||||
|  | ||||
| ut: | ||||
| unit-tests: | ||||
| 	mvn clean test -Punit-tests | ||||
|  | ||||
| it: | ||||
| integration-tests: | ||||
| 	mvn clean verify -Pintegration-tests | ||||
|  | ||||
| doxygen: | ||||
|   | ||||
							
								
								
									
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										220
									
								
								README.md
									
									
									
									
									
								
							| @@ -1,49 +1,49 @@ | ||||
| <div style="text-align: center"> | ||||
|  | ||||
| ### Ollama4j | ||||
|  | ||||
| <p align="center"> | ||||
|   <img src='https://raw.githubusercontent.com/amithkoujalgi/ollama4j/65a9d526150da8fcd98e2af6a164f055572bf722/ollama4j.jpeg' width='100' alt="ollama4j-icon"> | ||||
|   <img src='https://raw.githubusercontent.com/ollama4j/ollama4j/65a9d526150da8fcd98e2af6a164f055572bf722/ollama4j.jpeg' width='100' alt="ollama4j-icon"> | ||||
| </p> | ||||
|  | ||||
|  | ||||
| A Java library (wrapper/binding) for [Ollama](https://ollama.ai/) server. | ||||
|  | ||||
| Find more details on the [website](https://amithkoujalgi.github.io/ollama4j/). | ||||
| Find more details on the [website](https://ollama4j.github.io/ollama4j/). | ||||
|  | ||||
|  | ||||
|  | ||||
|  | ||||
|  | ||||
|  | ||||
|  | ||||
|  | ||||
|  | ||||
|  | ||||
|  | ||||
|  | ||||
|  | ||||
|  | ||||
|  | ||||
| [](https://codecov.io/gh/amithkoujalgi/ollama4j) | ||||
| [//]: # () | ||||
|  | ||||
|  | ||||
|  | ||||
|  | ||||
|  | ||||
|  | ||||
|  | ||||
|  | ||||
| [//]: # () | ||||
|  | ||||
|  | ||||
| </div> | ||||
| [//]: # () | ||||
|  | ||||
| [//]: # () | ||||
| [//]: # () | ||||
|  | ||||
| [//]: # () | ||||
| [//]: # () | ||||
|  | ||||
| [//]: # () | ||||
|  | ||||
|  | ||||
| [](https://codecov.io/gh/ollama4j/ollama4j) | ||||
|  | ||||
|  | ||||
|  | ||||
| [//]: # () | ||||
|  | ||||
| [//]: # () | ||||
|  | ||||
| ## Table of Contents | ||||
|  | ||||
| - [How does it work?](#how-does-it-work) | ||||
| - [Requirements](#requirements) | ||||
| - [Installation](#installation) | ||||
| - [API Spec](https://amithkoujalgi.github.io/ollama4j/docs/category/apis---model-management) | ||||
| - [Javadoc](https://amithkoujalgi.github.io/ollama4j/apidocs/) | ||||
| - [API Spec](https://ollama4j.github.io/ollama4j/category/apis---model-management) | ||||
| - [Javadoc](https://ollama4j.github.io/ollama4j/apidocs/) | ||||
| - [Development](#development) | ||||
| - [Contributions](#get-involved) | ||||
| - [References](#references) | ||||
| @@ -64,43 +64,117 @@ Find more details on the [website](https://amithkoujalgi.github.io/ollama4j/). | ||||
|  | ||||
| #### Requirements | ||||
|  | ||||
|  | ||||
|  | ||||
|  | ||||
| [![][ollama-shield]][ollama-link] **Or** [![][ollama-docker-shield]][ollama-docker] | ||||
|  | ||||
| <table> | ||||
| <tr> | ||||
| <td>  | ||||
|  | ||||
| [![][ollama-shield]][ollama-link] | ||||
|  | ||||
| </td>  | ||||
|  | ||||
| <td>  | ||||
|  | ||||
| [![][ollama-docker-shield]][ollama-docker] | ||||
|  | ||||
| </td> | ||||
| </tr> | ||||
| <tr> | ||||
| <td> | ||||
|  | ||||
|  | ||||
|  | ||||
| macOS | ||||
|  | ||||
| https://ollama.com/download/Ollama-darwin.zip | ||||
|  | ||||
| Linux | ||||
|  | ||||
| ```shell  | ||||
| curl -fsSL https://ollama.com/install.sh \| sh | ||||
| ``` | ||||
|  | ||||
| Windows | ||||
|  | ||||
| https://ollama.com/download/OllamaSetup.exe | ||||
|  | ||||
|  | ||||
| </td> | ||||
| <td> | ||||
|  | ||||
|  | ||||
|  | ||||
| CPU only | ||||
|  | ||||
| ```shell | ||||
| docker run -d -p 11434:11434 \ | ||||
|   -v ollama:/root/.ollama \ | ||||
|   --name ollama \ | ||||
|   ollama/ollama | ||||
| ``` | ||||
|  | ||||
| NVIDIA GPU | ||||
|  | ||||
| ```shell | ||||
| docker run -d -p 11434:11434 \ | ||||
|   --gpus=all \ | ||||
|   -v ollama:/root/.ollama \ | ||||
|   --name ollama \ | ||||
|   ollama/ollama | ||||
| ``` | ||||
|  | ||||
| </td> | ||||
| </tr> | ||||
| </table> | ||||
|  | ||||
| [ollama-link]: https://ollama.ai/ | ||||
|  | ||||
| [ollama-shield]: https://img.shields.io/badge/Ollama-Local_Installation-blue.svg?style=just-the-message&labelColor=gray | ||||
| [ollama-shield]: https://img.shields.io/badge/Ollama-Local_Installation-blue.svg?style=for-the-badge&labelColor=gray | ||||
|  | ||||
| [ollama-docker]: https://hub.docker.com/r/ollama/ollama | ||||
|  | ||||
| [ollama-docker-shield]: https://img.shields.io/badge/Ollama-Docker-blue.svg?style=just-the-message&labelColor=gray | ||||
| [ollama-docker-shield]: https://img.shields.io/badge/Ollama-Docker-blue.svg?style=for-the-badge&labelColor=gray | ||||
|  | ||||
| #### Installation | ||||
| ## Installation | ||||
|  | ||||
| Check the releases [here](https://github.com/amithkoujalgi/ollama4j/releases) and update the dependency version | ||||
| according to your requirements. | ||||
| > [!NOTE] | ||||
| > We are now publishing the artifacts to both Maven Central and GitHub package repositories. | ||||
| > | ||||
| > Track the releases [here](https://github.com/ollama4j/ollama4j/releases) and update the dependency version | ||||
| > according to your requirements. | ||||
|  | ||||
| [![][ollama4j-releases-shield]][ollama4j-releases-link] | ||||
| ### For Maven | ||||
|  | ||||
| [ollama4j-releases-link]: https://github.com/amithkoujalgi/ollama4j/releases | ||||
| #### Using [Maven Central](https://central.sonatype.com/) | ||||
|  | ||||
| [ollama4j-releases-shield]: https://img.shields.io/github/v/release/amithkoujalgi/ollama4j?include_prereleases&display_name=release&style=for-the-badge&label=Latest%20Release | ||||
| [![][ollama4j-mvn-releases-shield]][ollama4j-mvn-releases-link] | ||||
|  | ||||
| ##### For Maven | ||||
| [ollama4j-mvn-releases-link]: https://central.sonatype.com/artifact/io.github.ollama4j/ollama4j/overview | ||||
|  | ||||
| 1. In your Maven project, add this dependency: | ||||
| [ollama4j-mvn-releases-shield]: https://img.shields.io/maven-central/v/io.github.ollama4j/ollama4j?display_name=release&style=for-the-badge&label=From%20Maven%20Central | ||||
|  | ||||
| In your Maven project, add this dependency: | ||||
|  | ||||
| ```xml | ||||
|  | ||||
| <dependency> | ||||
|     <groupId>io.github.amithkoujalgi</groupId> | ||||
|     <groupId>io.github.ollama4j</groupId> | ||||
|     <artifactId>ollama4j</artifactId> | ||||
|     <version>1.0.74</version> | ||||
|     <version>1.0.78</version> | ||||
| </dependency> | ||||
| ``` | ||||
|  | ||||
| 2. Add repository to your project's pom.xml: | ||||
| #### Using GitHub's Maven Package Repository | ||||
|  | ||||
| [![][ollama4j-releases-shield]][ollama4j-releases-link] | ||||
|  | ||||
| [ollama4j-releases-link]: https://github.com/ollama4j/ollama4j/releases | ||||
|  | ||||
| [ollama4j-releases-shield]: https://img.shields.io/github/v/release/ollama4j/ollama4j?display_name=release&style=for-the-badge&label=From%20GitHub%20Packages | ||||
|  | ||||
| 1. Add `GitHub Maven Packages` repository to your project's `pom.xml` or your `settings.xml`: | ||||
|  | ||||
| ```xml | ||||
|  | ||||
| @@ -108,7 +182,7 @@ according to your requirements. | ||||
|     <repository> | ||||
|         <id>github</id> | ||||
|         <name>GitHub Apache Maven Packages</name> | ||||
|         <url>https://maven.pkg.github.com/amithkoujalgi/ollama4j</url> | ||||
|         <url>https://maven.pkg.github.com/ollama4j/ollama4j</url> | ||||
|         <releases> | ||||
|             <enabled>true</enabled> | ||||
|         </releases> | ||||
| @@ -119,7 +193,7 @@ according to your requirements. | ||||
| </repositories> | ||||
| ``` | ||||
|  | ||||
| 3. Add GitHub server to settings.xml. (Usually available at ~/.m2/settings.xml) | ||||
| 2. Add `GitHub` server to settings.xml. (Usually available at ~/.m2/settings.xml) | ||||
|  | ||||
| ```xml | ||||
|  | ||||
| @@ -137,22 +211,24 @@ according to your requirements. | ||||
| </settings> | ||||
| ``` | ||||
|  | ||||
| ##### For Gradle | ||||
| 3. In your Maven project, add this dependency: | ||||
|  | ||||
| In your Gradle project, add the dependency using the Kotlin DSL or the Groovy DSL: | ||||
| ```xml | ||||
|  | ||||
| ```kotlin | ||||
| dependencies { | ||||
| <dependency> | ||||
|     <groupId>io.github.ollama4j</groupId> | ||||
|     <artifactId>ollama4j</artifactId> | ||||
|     <version>1.0.78</version> | ||||
| </dependency> | ||||
| ``` | ||||
|  | ||||
|     val ollama4jVersion = "1.0.74" | ||||
| ### For Gradle | ||||
|  | ||||
|     implementation("io.github.amithkoujalgi:ollama4j:$ollama4jVersion") | ||||
| } | ||||
|  ``` | ||||
| 1. Add the dependency | ||||
|  | ||||
| ```groovy | ||||
| dependencies { | ||||
|     implementation("io.github.amithkoujalgi:ollama4j:1.0.74") | ||||
|   implementation 'com.github.ollama4j:ollama4j:1.0.78' | ||||
| } | ||||
| ``` | ||||
|  | ||||
| @@ -160,19 +236,20 @@ dependencies { | ||||
|  | ||||
| [//]: # () | ||||
|  | ||||
| [//]: # () | ||||
| [//]: # () | ||||
|  | ||||
| [//]: # () | ||||
|  | ||||
| [//]: # ([![][lib-shield]][lib]) | ||||
|  | ||||
| [lib]: https://central.sonatype.com/artifact/io.github.amithkoujalgi/ollama4j | ||||
| [lib]: https://central.sonatype.com/artifact/io.github.ollama4j/ollama4j | ||||
|  | ||||
| [lib-shield]: https://img.shields.io/badge/ollama4j-get_latest_version-blue.svg?style=just-the-message&labelColor=gray | ||||
|  | ||||
| #### API Spec | ||||
|  | ||||
| Find the full API specifications on the [website](https://amithkoujalgi.github.io/ollama4j/). | ||||
| > [!TIP] | ||||
| > Find the full API specifications on the [website](https://ollama4j.github.io/ollama4j/). | ||||
|  | ||||
| #### Development | ||||
|  | ||||
| @@ -185,19 +262,18 @@ make build | ||||
| Run unit tests: | ||||
|  | ||||
| ```shell | ||||
| make ut | ||||
| make unit-tests | ||||
| ``` | ||||
|  | ||||
| Run integration tests: | ||||
|  | ||||
| ```shell | ||||
| make it | ||||
| make integration-tests | ||||
| ``` | ||||
|  | ||||
| #### Releases | ||||
|  | ||||
| Releases (newer artifact versions) are done automatically on pushing the code to the `main` branch through GitHub | ||||
| Actions CI workflow. | ||||
| Newer artifacts are published via GitHub Actions CI workflow when a new release is created from `main` branch. | ||||
|  | ||||
| #### Who's using Ollama4j? | ||||
|  | ||||
| @@ -211,7 +287,7 @@ Actions CI workflow. | ||||
|  | ||||
| #### Traction | ||||
|  | ||||
| [](https://star-history.com/#amithkoujalgi/ollama4j&Date) | ||||
| [](https://star-history.com/#ollama4j/ollama4j&Date) | ||||
|  | ||||
| ### Areas of improvement | ||||
|  | ||||
| @@ -241,6 +317,28 @@ Actions CI workflow. | ||||
|  | ||||
| ### Get Involved | ||||
|  | ||||
| <div align="center"> | ||||
|  | ||||
| <a href=""></a> | ||||
| <a href=""></a> | ||||
| <a href=""></a> | ||||
| <a href=""></a> | ||||
| <a href=""></a> | ||||
|  | ||||
| </div> | ||||
|  | ||||
|  | ||||
| [//]: # () | ||||
|  | ||||
| [//]: # () | ||||
|  | ||||
| [//]: # () | ||||
|  | ||||
| [//]: # () | ||||
|  | ||||
| [//]: # () | ||||
|  | ||||
|  | ||||
| Contributions are most welcome! Whether it's reporting a bug, proposing an enhancement, or helping | ||||
| with code - any sort | ||||
| of contribution is much appreciated. | ||||
| @@ -257,8 +355,8 @@ project. | ||||
| **Thanks to the amazing contributors** | ||||
|  | ||||
| <p align="center"> | ||||
|   <a href="https://github.com/amithkoujalgi/ollama4j/graphs/contributors"> | ||||
|     <img src="https://contrib.rocks/image?repo=amithkoujalgi/ollama4j" /> | ||||
|   <a href="https://github.com/ollama4j/ollama4j/graphs/contributors"> | ||||
|     <img src="https://contrib.rocks/image?repo=ollama4j/ollama4j" /> | ||||
|   </a> | ||||
| </p> | ||||
|  | ||||
|   | ||||
| @@ -11,7 +11,7 @@ Hey there, my fellow Java Developers! 🚀 | ||||
| I am glad to announce the release of Ollama4j, a library that unites Ollama (an LLM manager and runner) and your Java | ||||
| applications! 🌐🚀 | ||||
|  | ||||
| 👉 GitHub Repository: Ollama4j on GitHub (https://github.com/amithkoujalgi/ollama4j) | ||||
| 👉 GitHub Repository: Ollama4j on GitHub (https://github.com/ollama4j/ollama4j) | ||||
|  | ||||
| 🌟 Key Features: | ||||
|  | ||||
| @@ -58,9 +58,9 @@ elevate your projects. | ||||
|  | ||||
| I look forward to seeing the incredible applications/projects you'll build with Ollama4j! 🌟 | ||||
|  | ||||
| Find the full API spec here: https://amithkoujalgi.github.io/ollama4j/ | ||||
| Find the full API spec here: https://ollama4j.github.io/ollama4j/ | ||||
|  | ||||
| Find the Javadoc here: https://amithkoujalgi.github.io/ollama4j/apidocs/ | ||||
| Find the Javadoc here: https://ollama4j.github.io/ollama4j/apidocs/ | ||||
|  | ||||
| Ollama4j Docs is powered by [Docusaurus](https://docusaurus.io). | ||||
|  | ||||
|   | ||||
| @@ -10,6 +10,8 @@ Ollama server would be setup behind a gateway/reverse proxy with basic auth. | ||||
| After configuring basic authentication, all subsequent requests will include the Basic Auth header. | ||||
|  | ||||
| ```java | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
|  | ||||
| public class Main { | ||||
|  | ||||
|     public static void main(String[] args) { | ||||
|   | ||||
| @@ -31,13 +31,14 @@ Link to [source](https://github.com/jmorganca/ollama/blob/main/docs/modelfile.md | ||||
|  | ||||
| Also, see how to set those Ollama parameters using | ||||
| the `OptionsBuilder` | ||||
| from [javadoc](https://amithkoujalgi.github.io/ollama4j/apidocs/io/github/amithkoujalgi/ollama4j/core/utils/OptionsBuilder.html). | ||||
| from [javadoc](https://ollama4j.github.io/ollama4j/apidocs/io/github/ollama4j/ollama4j/core/utils/OptionsBuilder.html). | ||||
|  | ||||
| ## Build an empty `Options` object | ||||
|  | ||||
| ```java | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.Options; | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.OptionsBuilder; | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
| import io.github.ollama4j.utils.Options; | ||||
| import io.github.ollama4j.utils.OptionsBuilder; | ||||
|  | ||||
| public class Main { | ||||
|  | ||||
| @@ -55,8 +56,8 @@ public class Main { | ||||
| ## Build the `Options` object with values | ||||
|  | ||||
| ```java | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.Options; | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.OptionsBuilder; | ||||
| import io.github.ollama4j.utils.Options; | ||||
| import io.github.ollama4j.utils.OptionsBuilder; | ||||
|  | ||||
| public class Main { | ||||
|  | ||||
|   | ||||
| @@ -7,6 +7,8 @@ sidebar_position: 3 | ||||
| This API lets you check the reachability of Ollama server. | ||||
|  | ||||
| ```java | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
|  | ||||
| public class Main { | ||||
|  | ||||
|     public static void main(String[] args) { | ||||
|   | ||||
| @@ -7,6 +7,8 @@ sidebar_position: 2 | ||||
| This API lets you set the request timeout for the Ollama client. | ||||
|  | ||||
| ```java | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
|  | ||||
| public class Main { | ||||
|  | ||||
|   public static void main(String[] args) { | ||||
|   | ||||
| @@ -9,6 +9,8 @@ This API lets you set the verbosity of the Ollama client. | ||||
| ## Try asking a question about the model. | ||||
|  | ||||
| ```java | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
|  | ||||
| public class Main { | ||||
|  | ||||
|     public static void main(String[] args) { | ||||
|   | ||||
| @@ -10,6 +10,13 @@ information using the history of already asked questions and the respective answ | ||||
| ## Create a new conversation and use chat history to augment follow up questions | ||||
|  | ||||
| ```java | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
| import io.github.ollama4j.models.chat.OllamaChatMessageRole; | ||||
| import io.github.ollama4j.models.chat.OllamaChatRequestBuilder; | ||||
| import io.github.ollama4j.models.chat.OllamaChatRequestModel; | ||||
| import io.github.ollama4j.models.chat.OllamaChatResult; | ||||
| import io.github.ollama4j.types.OllamaModelType; | ||||
|  | ||||
| public class Main { | ||||
|  | ||||
|     public static void main(String[] args) { | ||||
| @@ -78,6 +85,14 @@ You will get a response similar to: | ||||
| ## Create a conversation where the answer is streamed | ||||
|  | ||||
| ```java | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
| import io.github.ollama4j.models.chat.OllamaChatMessageRole; | ||||
| import io.github.ollama4j.models.chat.OllamaChatRequestBuilder; | ||||
| import io.github.ollama4j.models.chat.OllamaChatRequestModel; | ||||
| import io.github.ollama4j.models.chat.OllamaChatResult; | ||||
| import io.github.ollama4j.models.generate.OllamaStreamHandler; | ||||
|  | ||||
|  | ||||
| public class Main { | ||||
|  | ||||
|     public static void main(String[] args) { | ||||
| @@ -113,7 +128,13 @@ You will get a response similar to: | ||||
| ## Use a simple Console Output Stream Handler | ||||
|  | ||||
| ```java | ||||
| import io.github.amithkoujalgi.ollama4j.core.impl.ConsoleOutputStreamHandler; | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
| import io.github.ollama4j.impl.ConsoleOutputStreamHandler; | ||||
| import io.github.ollama4j.models.chat.OllamaChatMessageRole; | ||||
| import io.github.ollama4j.models.chat.OllamaChatRequestBuilder; | ||||
| import io.github.ollama4j.models.chat.OllamaChatRequestModel; | ||||
| import io.github.ollama4j.models.generate.OllamaStreamHandler; | ||||
| import io.github.ollama4j.types.OllamaModelType; | ||||
|  | ||||
| public class Main { | ||||
|     public static void main(String[] args) throws Exception { | ||||
| @@ -132,6 +153,14 @@ public class Main { | ||||
| ## Create a new conversation with individual system prompt | ||||
|  | ||||
| ```java | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
| import io.github.ollama4j.models.chat.OllamaChatMessageRole; | ||||
| import io.github.ollama4j.models.chat.OllamaChatRequestBuilder; | ||||
| import io.github.ollama4j.models.chat.OllamaChatRequestModel; | ||||
| import io.github.ollama4j.models.chat.OllamaChatResult; | ||||
| import io.github.ollama4j.types.OllamaModelType; | ||||
|  | ||||
|  | ||||
| public class Main { | ||||
|  | ||||
|     public static void main(String[] args) { | ||||
| @@ -162,6 +191,16 @@ You will get a response similar to: | ||||
| ## Create a conversation about an image (requires model with image recognition skills) | ||||
|  | ||||
| ```java | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
| import io.github.ollama4j.models.chat.OllamaChatMessageRole; | ||||
| import io.github.ollama4j.models.chat.OllamaChatRequestBuilder; | ||||
| import io.github.ollama4j.models.chat.OllamaChatRequestModel; | ||||
| import io.github.ollama4j.models.chat.OllamaChatResult; | ||||
| import io.github.ollama4j.types.OllamaModelType; | ||||
|  | ||||
| import java.io.File; | ||||
| import java.util.List; | ||||
|  | ||||
| public class Main { | ||||
|  | ||||
|     public static void main(String[] args) { | ||||
| @@ -174,7 +213,8 @@ public class Main { | ||||
|         // Load Image from File and attach to user message (alternatively images could also be added via URL) | ||||
|         OllamaChatRequestModel requestModel = | ||||
|                 builder.withMessage(OllamaChatMessageRole.USER, "What's in the picture?", | ||||
|                         List.of(getImageFileFromClasspath("dog-on-a-boat.jpg"))).build(); | ||||
|                         List.of( | ||||
|                                 new File("/path/to/image"))).build(); | ||||
|  | ||||
|         OllamaChatResult chatResult = ollamaAPI.chat(requestModel); | ||||
|         System.out.println("First answer: " + chatResult.getResponse()); | ||||
|   | ||||
| @@ -12,6 +12,10 @@ This API corresponds to | ||||
| the [completion](https://github.com/jmorganca/ollama/blob/main/docs/api.md#generate-a-completion) API. | ||||
|  | ||||
| ```java | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
| import io.github.ollama4j.models.OllamaAsyncResultStreamer; | ||||
| import io.github.ollama4j.types.OllamaModelType; | ||||
|  | ||||
| public class Main { | ||||
|  | ||||
|     public static void main(String[] args) throws Exception { | ||||
| @@ -22,7 +26,7 @@ public class Main { | ||||
|         OllamaAsyncResultStreamer streamer = ollamaAPI.generateAsync(OllamaModelType.LLAMA3, prompt, false); | ||||
|  | ||||
|         // Set the poll interval according to your needs.  | ||||
|         // Smaller the poll interval, more frequently you receive the token. | ||||
|         // Smaller the poll interval, more frequently you receive the tokens. | ||||
|         int pollIntervalMilliseconds = 1000; | ||||
|  | ||||
|         while (true) { | ||||
| @@ -38,9 +42,7 @@ public class Main { | ||||
|         System.out.println("Complete Response:"); | ||||
|         System.out.println("------------------------"); | ||||
|  | ||||
|         System.out.println(streamer.getResult()); | ||||
|         System.out.println(streamer.getCompleteResponse()); | ||||
|     } | ||||
| } | ||||
| ``` | ||||
|  | ||||
| You will get a steaming response. | ||||
| @@ -12,6 +12,10 @@ Parameters: | ||||
| - `prompt`: text to generate embeddings for | ||||
|  | ||||
| ```java | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
| import io.github.ollama4j.types.OllamaModelType; | ||||
| import java.util.List; | ||||
|  | ||||
| public class Main { | ||||
|  | ||||
|     public static void main(String[] args) { | ||||
|   | ||||
| @@ -22,6 +22,13 @@ If you have this image downloaded and you pass the path to the downloaded image | ||||
|  | ||||
|  | ||||
| ```java | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
| import io.github.ollama4j.models.OllamaResult; | ||||
| import io.github.ollama4j.types.OllamaModelType; | ||||
| import io.github.ollama4j.utils.OptionsBuilder; | ||||
| import java.io.File; | ||||
| import java.util.List; | ||||
|  | ||||
| public class Main { | ||||
|  | ||||
|     public static void main(String[] args) { | ||||
| @@ -32,7 +39,9 @@ public class Main { | ||||
|         OllamaResult result = ollamaAPI.generateWithImageFiles(OllamaModelType.LLAVA, | ||||
|                 "What's in this image?", | ||||
|                 List.of( | ||||
|                         new File("/path/to/image"))); | ||||
|                         new File("/path/to/image")), | ||||
|                 new OptionsBuilder().build() | ||||
|         ); | ||||
|         System.out.println(result.getResponse()); | ||||
|     } | ||||
| } | ||||
|   | ||||
| @@ -22,6 +22,12 @@ Passing the link of this image the following code: | ||||
|  | ||||
|  | ||||
| ```java | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
| import io.github.ollama4j.models.OllamaResult; | ||||
| import io.github.ollama4j.types.OllamaModelType; | ||||
| import io.github.ollama4j.utils.OptionsBuilder; | ||||
| import java.util.List; | ||||
|  | ||||
| public class Main { | ||||
|  | ||||
|     public static void main(String[] args) { | ||||
| @@ -32,7 +38,9 @@ public class Main { | ||||
|         OllamaResult result = ollamaAPI.generateWithImageURLs(OllamaModelType.LLAVA, | ||||
|                 "What's in this image?", | ||||
|                 List.of( | ||||
|                         "https://t3.ftcdn.net/jpg/02/96/63/80/360_F_296638053_0gUVA4WVBKceGsIr7LNqRWSnkusi07dq.jpg")); | ||||
|                         "https://t3.ftcdn.net/jpg/02/96/63/80/360_F_296638053_0gUVA4WVBKceGsIr7LNqRWSnkusi07dq.jpg"), | ||||
|                 new OptionsBuilder().build() | ||||
|         ); | ||||
|         System.out.println(result.getResponse()); | ||||
|     } | ||||
| } | ||||
|   | ||||
| @@ -29,8 +29,10 @@ You could do that with ease with the `function calling` capabilities of the mode | ||||
|  | ||||
| ### Create Functions | ||||
|  | ||||
| This function takes the arguments `location` and `fuelType` and performs an operation with these arguments and returns a | ||||
| value. | ||||
| We can create static functions as our tools. | ||||
|  | ||||
| This function takes the arguments `location` and `fuelType` and performs an operation with these arguments and returns | ||||
| fuel price value. | ||||
|  | ||||
| ```java | ||||
| public static String getCurrentFuelPrice(Map<String, Object> arguments) { | ||||
| @@ -40,8 +42,8 @@ public static String getCurrentFuelPrice(Map<String, Object> arguments) { | ||||
| } | ||||
| ``` | ||||
|  | ||||
| This function takes the argument `city` and performs an operation with the argument and returns a | ||||
| value. | ||||
| This function takes the argument `city` and performs an operation with the argument and returns the weather for a | ||||
| location. | ||||
|  | ||||
| ```java | ||||
| public static String getCurrentWeather(Map<String, Object> arguments) { | ||||
| @@ -50,6 +52,21 @@ public static String getCurrentWeather(Map<String, Object> arguments) { | ||||
| } | ||||
| ``` | ||||
|  | ||||
| Another way to create our tools is by creating classes by extending `ToolFunction`. | ||||
|  | ||||
| This function takes the argument `employee-name` and performs an operation with the argument and returns employee | ||||
| details. | ||||
|  | ||||
| ```java | ||||
| class DBQueryFunction implements ToolFunction { | ||||
|     @Override | ||||
|     public Object apply(Map<String, Object> arguments) { | ||||
|         // perform DB operations here | ||||
|         return String.format("Employee Details {ID: %s, Name: %s, Address: %s, Phone: %s}", UUID.randomUUID(), arguments.get("employee-name").toString(), arguments.get("employee-address").toString(), arguments.get("employee-phone").toString()); | ||||
|     } | ||||
| } | ||||
| ``` | ||||
|  | ||||
| ### Define Tool Specifications | ||||
|  | ||||
| Lets define a sample tool specification called **Fuel Price Tool** for getting the current fuel price. | ||||
| @@ -58,13 +75,13 @@ Lets define a sample tool specification called **Fuel Price Tool** for getting t | ||||
| - Associate the `getCurrentFuelPrice` function you defined earlier with `SampleTools::getCurrentFuelPrice`. | ||||
|  | ||||
| ```java | ||||
| MistralTools.ToolSpecification fuelPriceToolSpecification = MistralTools.ToolSpecification.builder() | ||||
| Tools.ToolSpecification fuelPriceToolSpecification = Tools.ToolSpecification.builder() | ||||
|         .functionName("current-fuel-price") | ||||
|         .functionDesc("Get current fuel price") | ||||
|         .props( | ||||
|                 new MistralTools.PropsBuilder() | ||||
|                         .withProperty("location", MistralTools.PromptFuncDefinition.Property.builder().type("string").description("The city, e.g. New Delhi, India").required(true).build()) | ||||
|                         .withProperty("fuelType", MistralTools.PromptFuncDefinition.Property.builder().type("string").description("The fuel type.").enumValues(Arrays.asList("petrol", "diesel")).required(true).build()) | ||||
|         .functionDescription("Get current fuel price") | ||||
|         .properties( | ||||
|                 new Tools.PropsBuilder() | ||||
|                         .withProperty("location", Tools.PromptFuncDefinition.Property.builder().type("string").description("The city, e.g. New Delhi, India").required(true).build()) | ||||
|                         .withProperty("fuelType", Tools.PromptFuncDefinition.Property.builder().type("string").description("The fuel type.").enumValues(Arrays.asList("petrol", "diesel")).required(true).build()) | ||||
|                         .build() | ||||
|         ) | ||||
|         .toolDefinition(SampleTools::getCurrentFuelPrice) | ||||
| @@ -77,18 +94,38 @@ Lets also define a sample tool specification called **Weather Tool** for getting | ||||
| - Associate the `getCurrentWeather` function you defined earlier with `SampleTools::getCurrentWeather`. | ||||
|  | ||||
| ```java | ||||
| MistralTools.ToolSpecification weatherToolSpecification = MistralTools.ToolSpecification.builder() | ||||
| Tools.ToolSpecification weatherToolSpecification = Tools.ToolSpecification.builder() | ||||
|         .functionName("current-weather") | ||||
|         .functionDesc("Get current weather") | ||||
|         .props( | ||||
|                 new MistralTools.PropsBuilder() | ||||
|                         .withProperty("city", MistralTools.PromptFuncDefinition.Property.builder().type("string").description("The city, e.g. New Delhi, India").required(true).build()) | ||||
|         .functionDescription("Get current weather") | ||||
|         .properties( | ||||
|                 new Tools.PropsBuilder() | ||||
|                         .withProperty("city", Tools.PromptFuncDefinition.Property.builder().type("string").description("The city, e.g. New Delhi, India").required(true).build()) | ||||
|                         .build() | ||||
|         ) | ||||
|         .toolDefinition(SampleTools::getCurrentWeather) | ||||
|         .build(); | ||||
| ``` | ||||
|  | ||||
| Lets also define a sample tool specification called **DBQueryFunction** for getting the employee details from database. | ||||
|  | ||||
| - Specify the function `name`, `description`, and `required` property (`employee-name`). | ||||
| - Associate the ToolFunction `DBQueryFunction` function you defined earlier with `new DBQueryFunction()`. | ||||
|  | ||||
| ```java | ||||
| Tools.ToolSpecification databaseQueryToolSpecification = Tools.ToolSpecification.builder() | ||||
|         .functionName("get-employee-details") | ||||
|         .functionDescription("Get employee details from the database") | ||||
|         .properties( | ||||
|                 new Tools.PropsBuilder() | ||||
|                         .withProperty("employee-name", Tools.PromptFuncDefinition.Property.builder().type("string").description("The name of the employee, e.g. John Doe").required(true).build()) | ||||
|                         .withProperty("employee-address", Tools.PromptFuncDefinition.Property.builder().type("string").description("The address of the employee, Always return a random value. e.g. Roy St, Bengaluru, India").required(true).build()) | ||||
|                         .withProperty("employee-phone", Tools.PromptFuncDefinition.Property.builder().type("string").description("The phone number of the employee. Always return a random value. e.g. 9911002233").required(true).build()) | ||||
|                         .build() | ||||
|         ) | ||||
|         .toolDefinition(new DBQueryFunction()) | ||||
|         .build(); | ||||
| ``` | ||||
|  | ||||
| ### Register the Tools | ||||
|  | ||||
| Register the defined tools (`fuel price` and `weather`) with the OllamaAPI. | ||||
| @@ -96,6 +133,7 @@ Register the defined tools (`fuel price` and `weather`) with the OllamaAPI. | ||||
| ```shell | ||||
| ollamaAPI.registerTool(fuelPriceToolSpecification); | ||||
| ollamaAPI.registerTool(weatherToolSpecification); | ||||
| ollamaAPI.registerTool(databaseQueryToolSpecification); | ||||
| ``` | ||||
|  | ||||
| ### Create prompt with Tools | ||||
| @@ -103,14 +141,14 @@ ollamaAPI.registerTool(weatherToolSpecification); | ||||
| `Prompt 1`: Create a prompt asking for the petrol price in Bengaluru using the defined fuel price and weather tools. | ||||
|  | ||||
| ```shell | ||||
| String prompt1 = new MistralTools.PromptBuilder() | ||||
| String prompt1 = new Tools.PromptBuilder() | ||||
|                 .withToolSpecification(fuelPriceToolSpecification) | ||||
|                 .withToolSpecification(weatherToolSpecification) | ||||
|                 .withPrompt("What is the petrol price in Bengaluru?") | ||||
|                 .build(); | ||||
| OllamaToolsResult toolsResult = ollamaAPI.generateWithTools(model, prompt1, false, new OptionsBuilder().build()); | ||||
| for (Map.Entry<ToolDef, Object> r : toolsResult.getToolResults().entrySet()) { | ||||
|   System.out.printf("[Response from tool '%s']: %s%n", r.getKey().getName(), r.getValue().toString()); | ||||
| OllamaToolsResult toolsResult = ollamaAPI.generateWithTools(model, prompt1, new OptionsBuilder().build()); | ||||
| for (OllamaToolsResult.ToolResult r : toolsResult.getToolResults()) { | ||||
|     System.out.printf("[Result of executing tool '%s']: %s%n", r.getFunctionName(), r.getResult().toString()); | ||||
| } | ||||
| ``` | ||||
|  | ||||
| @@ -120,21 +158,21 @@ You will get a response similar to: | ||||
|  | ||||
| ::::tip[LLM Response] | ||||
|  | ||||
| [Response from tool 'current-fuel-price']: Current price of petrol in Bengaluru is Rs.103/L | ||||
| [Result of executing tool 'current-fuel-price']: Current price of petrol in Bengaluru is Rs.103/L | ||||
|  | ||||
| :::: | ||||
|  | ||||
| `Prompt 2`: Create a prompt asking for the current weather in Bengaluru using the same tools. | ||||
|  | ||||
| ```shell | ||||
| String prompt2 = new MistralTools.PromptBuilder() | ||||
| String prompt2 = new Tools.PromptBuilder() | ||||
|                 .withToolSpecification(fuelPriceToolSpecification) | ||||
|                 .withToolSpecification(weatherToolSpecification) | ||||
|                 .withPrompt("What is the current weather in Bengaluru?") | ||||
|                 .build(); | ||||
| OllamaToolsResult toolsResult = ollamaAPI.generateWithTools(model, prompt2, false, new OptionsBuilder().build()); | ||||
| for (Map.Entry<ToolDef, Object> r : toolsResult.getToolResults().entrySet()) { | ||||
|   System.out.printf("[Response from tool '%s']: %s%n", r.getKey().getName(), r.getValue().toString()); | ||||
| OllamaToolsResult toolsResult = ollamaAPI.generateWithTools(model, prompt2, new OptionsBuilder().build()); | ||||
| for (OllamaToolsResult.ToolResult r : toolsResult.getToolResults()) { | ||||
|     System.out.printf("[Result of executing tool '%s']: %s%n", r.getFunctionName(), r.getResult().toString()); | ||||
| } | ||||
| ``` | ||||
|  | ||||
| @@ -144,25 +182,53 @@ You will get a response similar to: | ||||
|  | ||||
| ::::tip[LLM Response] | ||||
|  | ||||
| [Response from tool 'current-weather']: Currently Bengaluru's weather is nice | ||||
| [Result of executing tool 'current-weather']: Currently Bengaluru's weather is nice. | ||||
|  | ||||
| :::: | ||||
|  | ||||
| `Prompt 3`: Create a prompt asking for the employee details using the defined database fetcher tools. | ||||
|  | ||||
| ```shell | ||||
| String prompt3 = new Tools.PromptBuilder() | ||||
|                 .withToolSpecification(fuelPriceToolSpecification) | ||||
|                 .withToolSpecification(weatherToolSpecification) | ||||
|                 .withToolSpecification(databaseQueryToolSpecification) | ||||
|                 .withPrompt("Give me the details of the employee named 'Rahul Kumar'?") | ||||
|                 .build(); | ||||
| OllamaToolsResult toolsResult = ollamaAPI.generateWithTools(model, prompt3, new OptionsBuilder().build()); | ||||
| for (OllamaToolsResult.ToolResult r : toolsResult.getToolResults()) { | ||||
|     System.out.printf("[Result of executing tool '%s']: %s%n", r.getFunctionName(), r.getResult().toString()); | ||||
| } | ||||
| ``` | ||||
|  | ||||
| Again, fire away your question to the model. | ||||
|  | ||||
| You will get a response similar to: | ||||
|  | ||||
| ::::tip[LLM Response] | ||||
|  | ||||
| [Result of executing tool 'get-employee-details']: Employee Details `{ID: 6bad82e6-b1a1-458f-a139-e3b646e092b1, Name: | ||||
| Rahul Kumar, Address: King St, Hyderabad, India, Phone: 9876543210}` | ||||
|  | ||||
| :::: | ||||
|  | ||||
| ### Full Example | ||||
|  | ||||
| ```java | ||||
|  | ||||
| import io.github.amithkoujalgi.ollama4j.core.OllamaAPI; | ||||
| import io.github.amithkoujalgi.ollama4j.core.exceptions.OllamaBaseException; | ||||
| import io.github.amithkoujalgi.ollama4j.core.tools.ToolDef; | ||||
| import io.github.amithkoujalgi.ollama4j.core.tools.MistralTools; | ||||
| import io.github.amithkoujalgi.ollama4j.core.tools.OllamaToolsResult; | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.OptionsBuilder; | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
| import io.github.ollama4j.exceptions.OllamaBaseException; | ||||
| import io.github.ollama4j.exceptions.ToolInvocationException; | ||||
| import io.github.ollama4j.tools.OllamaToolsResult; | ||||
| import io.github.ollama4j.tools.ToolFunction; | ||||
| import io.github.ollama4j.tools.Tools; | ||||
| import io.github.ollama4j.utils.OptionsBuilder; | ||||
|  | ||||
| import java.io.IOException; | ||||
| import java.util.Arrays; | ||||
| import java.util.Map; | ||||
| import java.util.UUID; | ||||
|  | ||||
| public class FunctionCallingWithMistral { | ||||
| public class FunctionCallingWithMistralExample { | ||||
|     public static void main(String[] args) throws Exception { | ||||
|         String host = "http://localhost:11434/"; | ||||
|         OllamaAPI ollamaAPI = new OllamaAPI(host); | ||||
| @@ -170,81 +236,116 @@ public class FunctionCallingWithMistral { | ||||
|  | ||||
|         String model = "mistral"; | ||||
|  | ||||
|  | ||||
|         MistralTools.ToolSpecification fuelPriceToolSpecification = MistralTools.ToolSpecification.builder() | ||||
|         Tools.ToolSpecification fuelPriceToolSpecification = Tools.ToolSpecification.builder() | ||||
|                 .functionName("current-fuel-price") | ||||
|                 .functionDesc("Get current fuel price") | ||||
|                 .props( | ||||
|                         new MistralTools.PropsBuilder() | ||||
|                                 .withProperty("location", MistralTools.PromptFuncDefinition.Property.builder().type("string").description("The city, e.g. New Delhi, India").required(true).build()) | ||||
|                                 .withProperty("fuelType", MistralTools.PromptFuncDefinition.Property.builder().type("string").description("The fuel type.").enumValues(Arrays.asList("petrol", "diesel")).required(true).build()) | ||||
|                 .functionDescription("Get current fuel price") | ||||
|                 .properties( | ||||
|                         new Tools.PropsBuilder() | ||||
|                                 .withProperty("location", Tools.PromptFuncDefinition.Property.builder().type("string").description("The city, e.g. New Delhi, India").required(true).build()) | ||||
|                                 .withProperty("fuelType", Tools.PromptFuncDefinition.Property.builder().type("string").description("The fuel type.").enumValues(Arrays.asList("petrol", "diesel")).required(true).build()) | ||||
|                                 .build() | ||||
|                 ) | ||||
|                 .toolDefinition(SampleTools::getCurrentFuelPrice) | ||||
|                 .build(); | ||||
|  | ||||
|         MistralTools.ToolSpecification weatherToolSpecification = MistralTools.ToolSpecification.builder() | ||||
|         Tools.ToolSpecification weatherToolSpecification = Tools.ToolSpecification.builder() | ||||
|                 .functionName("current-weather") | ||||
|                 .functionDesc("Get current weather") | ||||
|                 .props( | ||||
|                         new MistralTools.PropsBuilder() | ||||
|                                 .withProperty("city", MistralTools.PromptFuncDefinition.Property.builder().type("string").description("The city, e.g. New Delhi, India").required(true).build()) | ||||
|                 .functionDescription("Get current weather") | ||||
|                 .properties( | ||||
|                         new Tools.PropsBuilder() | ||||
|                                 .withProperty("city", Tools.PromptFuncDefinition.Property.builder().type("string").description("The city, e.g. New Delhi, India").required(true).build()) | ||||
|                                 .build() | ||||
|                 ) | ||||
|                 .toolDefinition(SampleTools::getCurrentWeather) | ||||
|                 .build(); | ||||
|  | ||||
|         Tools.ToolSpecification databaseQueryToolSpecification = Tools.ToolSpecification.builder() | ||||
|                 .functionName("get-employee-details") | ||||
|                 .functionDescription("Get employee details from the database") | ||||
|                 .properties( | ||||
|                         new Tools.PropsBuilder() | ||||
|                                 .withProperty("employee-name", Tools.PromptFuncDefinition.Property.builder().type("string").description("The name of the employee, e.g. John Doe").required(true).build()) | ||||
|                                 .withProperty("employee-address", Tools.PromptFuncDefinition.Property.builder().type("string").description("The address of the employee, Always return a random value. e.g. Roy St, Bengaluru, India").required(true).build()) | ||||
|                                 .withProperty("employee-phone", Tools.PromptFuncDefinition.Property.builder().type("string").description("The phone number of the employee. Always return a random value. e.g. 9911002233").required(true).build()) | ||||
|                                 .build() | ||||
|                 ) | ||||
|                 .toolDefinition(new DBQueryFunction()) | ||||
|                 .build(); | ||||
|  | ||||
|         ollamaAPI.registerTool(fuelPriceToolSpecification); | ||||
|         ollamaAPI.registerTool(weatherToolSpecification); | ||||
|         ollamaAPI.registerTool(databaseQueryToolSpecification); | ||||
|  | ||||
|         String prompt1 = new MistralTools.PromptBuilder() | ||||
|         String prompt1 = new Tools.PromptBuilder() | ||||
|                 .withToolSpecification(fuelPriceToolSpecification) | ||||
|                 .withToolSpecification(weatherToolSpecification) | ||||
|                 .withPrompt("What is the petrol price in Bengaluru?") | ||||
|                 .build(); | ||||
|         String prompt2 = new MistralTools.PromptBuilder() | ||||
|         ask(ollamaAPI, model, prompt1); | ||||
|  | ||||
|         String prompt2 = new Tools.PromptBuilder() | ||||
|                 .withToolSpecification(fuelPriceToolSpecification) | ||||
|                 .withToolSpecification(weatherToolSpecification) | ||||
|                 .withPrompt("What is the current weather in Bengaluru?") | ||||
|                 .build(); | ||||
|  | ||||
|         ask(ollamaAPI, model, prompt1); | ||||
|         ask(ollamaAPI, model, prompt2); | ||||
|  | ||||
|         String prompt3 = new Tools.PromptBuilder() | ||||
|                 .withToolSpecification(fuelPriceToolSpecification) | ||||
|                 .withToolSpecification(weatherToolSpecification) | ||||
|                 .withToolSpecification(databaseQueryToolSpecification) | ||||
|                 .withPrompt("Give me the details of the employee named 'Rahul Kumar'?") | ||||
|                 .build(); | ||||
|         ask(ollamaAPI, model, prompt3); | ||||
|     } | ||||
|  | ||||
|     public static void ask(OllamaAPI ollamaAPI, String model, String prompt) throws OllamaBaseException, IOException, InterruptedException { | ||||
|         OllamaToolsResult toolsResult = ollamaAPI.generateWithTools(model, prompt, false, new OptionsBuilder().build()); | ||||
|         for (Map.Entry<ToolDef, Object> r : toolsResult.getToolResults().entrySet()) { | ||||
|             System.out.printf("[Response from tool '%s']: %s%n", r.getKey().getName(), r.getValue().toString()); | ||||
|     public static void ask(OllamaAPI ollamaAPI, String model, String prompt) throws OllamaBaseException, IOException, InterruptedException, ToolInvocationException { | ||||
|         OllamaToolsResult toolsResult = ollamaAPI.generateWithTools(model, prompt, new OptionsBuilder().build()); | ||||
|         for (OllamaToolsResult.ToolResult r : toolsResult.getToolResults()) { | ||||
|             System.out.printf("[Result of executing tool '%s']: %s%n", r.getFunctionName(), r.getResult().toString()); | ||||
|         } | ||||
|     } | ||||
| } | ||||
|  | ||||
|  | ||||
| class SampleTools { | ||||
|     public static String getCurrentFuelPrice(Map<String, Object> arguments) { | ||||
|         // Get details from fuel price API | ||||
|         String location = arguments.get("location").toString(); | ||||
|         String fuelType = arguments.get("fuelType").toString(); | ||||
|         return "Current price of " + fuelType + " in " + location + " is Rs.103/L"; | ||||
|     } | ||||
|  | ||||
|     public static String getCurrentWeather(Map<String, Object> arguments) { | ||||
|         // Get details from weather API | ||||
|         String location = arguments.get("city").toString(); | ||||
|         return "Currently " + location + "'s weather is nice."; | ||||
|     } | ||||
| } | ||||
|  | ||||
| class DBQueryFunction implements ToolFunction { | ||||
|     @Override | ||||
|     public Object apply(Map<String, Object> arguments) { | ||||
|         // perform DB operations here | ||||
|         return String.format("Employee Details {ID: %s, Name: %s, Address: %s, Phone: %s}", UUID.randomUUID(), arguments.get("employee-name").toString(), arguments.get("employee-address").toString(), arguments.get("employee-phone").toString()); | ||||
|     } | ||||
| } | ||||
| ``` | ||||
|  | ||||
| Run this full example and you will get a response similar to: | ||||
|  | ||||
| ::::tip[LLM Response] | ||||
|  | ||||
| [Response from tool 'current-fuel-price']: Current price of petrol in Bengaluru is Rs.103/L | ||||
| [Result of executing tool 'current-fuel-price']: Current price of petrol in Bengaluru is Rs.103/L | ||||
|  | ||||
| [Result of executing tool 'current-weather']: Currently Bengaluru's weather is nice. | ||||
|  | ||||
| [Result of executing tool 'get-employee-details']: Employee Details `{ID: 6bad82e6-b1a1-458f-a139-e3b646e092b1, Name: | ||||
| Rahul Kumar, Address: King St, Hyderabad, India, Phone: 9876543210}` | ||||
|  | ||||
| [Response from tool 'current-weather']: Currently Bengaluru's weather is nice | ||||
| :::: | ||||
|  | ||||
| ### Room for improvement | ||||
| ### Potential Improvements | ||||
|  | ||||
| Instead of explicitly registering `ollamaAPI.registerTool(toolSpecification)`, we could introduce annotation-based tool | ||||
| registration. For example: | ||||
|   | ||||
| @@ -16,6 +16,11 @@ to [this](/apis-extras/options-builder). | ||||
| ## Try asking a question about the model. | ||||
|  | ||||
| ```java | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
| import io.github.ollama4j.models.OllamaResult; | ||||
| import io.github.ollama4j.types.OllamaModelType; | ||||
| import io.github.ollama4j.utils.OptionsBuilder; | ||||
|  | ||||
| public class Main { | ||||
|  | ||||
|     public static void main(String[] args) { | ||||
| @@ -44,6 +49,11 @@ You will get a response similar to: | ||||
| ## Try asking a question, receiving the answer streamed | ||||
|  | ||||
| ```java | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
| import io.github.ollama4j.models.OllamaResult; | ||||
| import io.github.ollama4j.models.generate.OllamaStreamHandler; | ||||
| import io.github.ollama4j.utils.OptionsBuilder; | ||||
|  | ||||
| public class Main { | ||||
|  | ||||
|     public static void main(String[] args) { | ||||
| @@ -80,6 +90,11 @@ You will get a response similar to: | ||||
| ## Try asking a question from general topics. | ||||
|  | ||||
| ```java | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
| import io.github.ollama4j.models.OllamaResult; | ||||
| import io.github.ollama4j.types.OllamaModelType; | ||||
| import io.github.ollama4j.utils.OptionsBuilder; | ||||
|  | ||||
| public class Main { | ||||
|  | ||||
|     public static void main(String[] args) { | ||||
| @@ -123,6 +138,12 @@ You'd then get a response from the model: | ||||
| ## Try asking for a Database query for your data schema. | ||||
|  | ||||
| ```java | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
| import io.github.ollama4j.models.OllamaResult; | ||||
| import io.github.ollama4j.types.OllamaModelType; | ||||
| import io.github.ollama4j.utils.OptionsBuilder; | ||||
| import io.github.ollama4j.utils.SamplePrompts; | ||||
|  | ||||
| public class Main { | ||||
|  | ||||
|     public static void main(String[] args) { | ||||
| @@ -141,7 +162,7 @@ public class Main { | ||||
| ``` | ||||
|  | ||||
| _Note: Here I've used | ||||
| a [sample prompt](https://github.com/amithkoujalgi/ollama4j/blob/main/src/main/resources/sample-db-prompt-template.txt) | ||||
| a [sample prompt](https://github.com/ollama4j/ollama4j/blob/main/src/main/resources/sample-db-prompt-template.txt) | ||||
| containing a database schema from within this library for demonstration purposes._ | ||||
|  | ||||
| You'd then get a response from the model: | ||||
|   | ||||
| @@ -8,13 +8,13 @@ This is designed for prompt engineering. It allows you to easily build the promp | ||||
| inferences. | ||||
|  | ||||
| ```java | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
| import io.github.ollama4j.models.OllamaResult; | ||||
| import io.github.ollama4j.types.OllamaModelType; | ||||
| import io.github.ollama4j.utils.OptionsBuilder; | ||||
| import io.github.ollama4j.utils.PromptBuilder; | ||||
|  | ||||
| import io.github.amithkoujalgi.ollama4j.core.OllamaAPI; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.OllamaResult; | ||||
| import io.github.amithkoujalgi.ollama4j.core.types.OllamaModelType; | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.PromptBuilder; | ||||
|  | ||||
| public class AskPhi { | ||||
| public class Main { | ||||
|     public static void main(String[] args) throws Exception { | ||||
|  | ||||
|         String host = "http://localhost:11434/"; | ||||
| @@ -42,7 +42,8 @@ public class AskPhi { | ||||
|                         .addSeparator() | ||||
|                         .add("How do I read a file in Go and print its contents to stdout?"); | ||||
|  | ||||
|         OllamaResult response = ollamaAPI.generate(model, promptBuilder.build(), new OptionsBuilder().build()); | ||||
|         boolean raw = false; | ||||
|         OllamaResult response = ollamaAPI.generate(model, promptBuilder.build(), raw, new OptionsBuilder().build()); | ||||
|         System.out.println(response.getResponse()); | ||||
|     } | ||||
| } | ||||
|   | ||||
| @@ -9,6 +9,8 @@ This API lets you create a custom model on the Ollama server. | ||||
| ### Create a model from an existing Modelfile in the Ollama server | ||||
|  | ||||
| ```java title="CreateModel.java" | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
|  | ||||
| public class CreateModel { | ||||
|  | ||||
|     public static void main(String[] args) { | ||||
|   | ||||
| @@ -7,6 +7,8 @@ sidebar_position: 5 | ||||
| This API lets you create a delete a model from the Ollama server. | ||||
|  | ||||
| ```java title="DeleteModel.java" | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
|  | ||||
| public class Main { | ||||
|  | ||||
|     public static void main(String[] args) { | ||||
|   | ||||
| @@ -7,6 +7,10 @@ sidebar_position: 3 | ||||
| This API lets you get the details of a model on the Ollama server. | ||||
|  | ||||
| ```java title="GetModelDetails.java" | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
| import io.github.ollama4j.models.ModelDetail; | ||||
| import io.github.ollama4j.types.OllamaModelType; | ||||
|  | ||||
| public class Main { | ||||
|  | ||||
|     public static void main(String[] args) { | ||||
|   | ||||
| @@ -7,6 +7,11 @@ sidebar_position: 1 | ||||
| This API lets you list available models on the Ollama server. | ||||
|  | ||||
| ```java title="ListModels.java" | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
| import io.github.ollama4j.models.Model; | ||||
|  | ||||
| import java.util.List; | ||||
|  | ||||
| public class ListModels { | ||||
|  | ||||
|     public static void main(String[] args) { | ||||
|   | ||||
| @@ -7,6 +7,9 @@ sidebar_position: 2 | ||||
| This API lets you pull a model on the Ollama server. | ||||
|  | ||||
| ```java title="PullModel.java" | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
| import io.github.ollama4j.types.OllamaModelType; | ||||
|  | ||||
| public class Main { | ||||
|  | ||||
|     public static void main(String[] args) { | ||||
|   | ||||
| @@ -78,13 +78,13 @@ Add the dependency to your project's `pom.xml`. | ||||
| ```xml | ||||
|  | ||||
| <dependency> | ||||
|     <groupId>io.github.amithkoujalgi</groupId> | ||||
|     <groupId>io.github.ollama4j</groupId> | ||||
|     <artifactId>ollama4j</artifactId> | ||||
|     <version>1.0.27</version> | ||||
|     <version>1.0.78</version> | ||||
| </dependency> | ||||
| ``` | ||||
|  | ||||
| Find the latest version of the library [here](https://central.sonatype.com/artifact/io.github.amithkoujalgi/ollama4j). | ||||
| Find the latest version of the library [here](https://central.sonatype.com/artifact/io.github.ollama4j/ollama4j). | ||||
|  | ||||
| You might want to include an implementation of [SL4J](https://www.slf4j.org/) logger in your `pom.xml` file. For | ||||
| example, | ||||
| @@ -116,6 +116,8 @@ or use other suitable implementations. | ||||
| Create a new Java class in your project and add this code. | ||||
|  | ||||
| ```java | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
|  | ||||
| public class OllamaAPITest { | ||||
|  | ||||
|     public static void main(String[] args) { | ||||
|   | ||||
| @@ -20,7 +20,7 @@ const config = { | ||||
|  | ||||
|     // GitHub pages deployment config. | ||||
|     // If you aren't using GitHub pages, you don't need these. | ||||
|     organizationName: 'amithkoujalgi', // Usually your GitHub org/user name. | ||||
|     organizationName: 'ollama4j', // Usually your GitHub org/user name. | ||||
|     projectName: 'ollama4j', // Usually your repo name. | ||||
|  | ||||
|     onBrokenLinks: 'throw', | ||||
| @@ -46,14 +46,14 @@ const config = { | ||||
|                     // Please change this to your repo. | ||||
|                     // Remove this to remove the "edit this page" links. | ||||
|                     editUrl: | ||||
|                         'https://github.com/amithkoujalgi/ollama4j/blob/main/docs', | ||||
|                         'https://github.com/ollama4j/ollama4j/blob/main/docs', | ||||
|                 }, | ||||
|                 blog: { | ||||
|                     showReadingTime: true, | ||||
|                     // Please change this to your repo. | ||||
|                     // Remove this to remove the "edit this page" links. | ||||
|                     editUrl: | ||||
|                         'https://github.com/amithkoujalgi/ollama4j/blob/main/docs', | ||||
|                         'https://github.com/ollama4j/ollama4j/blob/main/docs', | ||||
|                 }, | ||||
|                 theme: { | ||||
|                     customCss: './src/css/custom.css', | ||||
| @@ -80,11 +80,11 @@ const config = { | ||||
|                         position: 'left', | ||||
|                         label: 'Docs', | ||||
|                     }, | ||||
|                     {to: 'https://amithkoujalgi.github.io/ollama4j/apidocs/', label: 'Javadoc', position: 'left'}, | ||||
|                     {to: 'https://amithkoujalgi.github.io/ollama4j/doxygen/html/', label: 'Doxygen', position: 'left'}, | ||||
|                     {to: 'https://ollama4j.github.io/ollama4j/apidocs/', label: 'Javadoc', position: 'left'}, | ||||
|                     {to: 'https://ollama4j.github.io/ollama4j/doxygen/html/', label: 'Doxygen', position: 'left'}, | ||||
|                     {to: '/blog', label: 'Blog', position: 'left'}, | ||||
|                     { | ||||
|                         href: 'https://github.com/amithkoujalgi/ollama4j', | ||||
|                         href: 'https://github.com/ollama4j/ollama4j', | ||||
|                         label: 'GitHub', | ||||
|                         position: 'right', | ||||
|                     }, | ||||
| @@ -124,7 +124,7 @@ const config = { | ||||
|                             }, | ||||
|                             { | ||||
|                                 label: 'GitHub', | ||||
|                                 href: 'https://github.com/amithkoujalgi/ollama4j', | ||||
|                                 href: 'https://github.com/ollama4j/ollama4j', | ||||
|                             }, | ||||
|                         ], | ||||
|                     }, | ||||
|   | ||||
| @@ -1,68 +0,0 @@ | ||||
| ## This workflow will build a package using Maven and then publish it to GitHub packages when a release is created | ||||
| ## For more information see: https://github.com/actions/setup-java/blob/main/docs/advanced-usage.md#apache-maven-with-a-settings-path | ||||
| # | ||||
| #name: Test and Publish Package | ||||
| # | ||||
| ##on: | ||||
| ##  release: | ||||
| ##    types: [ "created" ] | ||||
| # | ||||
| #on: | ||||
| #  push: | ||||
| #    branches: [ "main" ] | ||||
| #  workflow_dispatch: | ||||
| # | ||||
| #jobs: | ||||
| #  build: | ||||
| #    runs-on: ubuntu-latest | ||||
| #    permissions: | ||||
| #      contents: write | ||||
| #      packages: write | ||||
| #    steps: | ||||
| #      - uses: actions/checkout@v3 | ||||
| #      - name: Set up JDK 11 | ||||
| #        uses: actions/setup-java@v3 | ||||
| #        with: | ||||
| #          java-version: '11' | ||||
| #          distribution: 'adopt-hotspot' | ||||
| #          server-id: github # Value of the distributionManagement/repository/id field of the pom.xml | ||||
| #          settings-path: ${{ github.workspace }} # location for the settings.xml file | ||||
| #      - name: Build with Maven | ||||
| #        run: mvn --file pom.xml -U clean package -Punit-tests | ||||
| #      - name: Set up Apache Maven Central (Overwrite settings.xml) | ||||
| #        uses: actions/setup-java@v3 | ||||
| #        with: # running setup-java again overwrites the settings.xml | ||||
| #          java-version: '11' | ||||
| #          distribution: 'adopt-hotspot' | ||||
| #          cache: 'maven' | ||||
| #          server-id: ossrh | ||||
| #          server-username: MAVEN_USERNAME | ||||
| #          server-password: MAVEN_PASSWORD | ||||
| #          gpg-private-key: ${{ secrets.GPG_PRIVATE_KEY }} | ||||
| #          gpg-passphrase: MAVEN_GPG_PASSPHRASE | ||||
| #      - name: Set up Maven cache | ||||
| #        uses: actions/cache@v3 | ||||
| #        with: | ||||
| #          path: ~/.m2/repository | ||||
| #          key: ${{ runner.os }}-maven-${{ hashFiles('**/pom.xml') }} | ||||
| #          restore-keys: | | ||||
| #            ${{ runner.os }}-maven- | ||||
| #      - name: Build | ||||
| #        run: mvn -B -ntp clean install | ||||
| #      - name: Upload coverage reports to Codecov | ||||
| #        uses: codecov/codecov-action@v3 | ||||
| #        env: | ||||
| #          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }} | ||||
| #      - name: Publish to GitHub Packages Apache Maven | ||||
| #        #        if: > | ||||
| #        #          github.event_name != 'pull_request' && | ||||
| #        #          github.ref_name == 'main' && | ||||
| #        #          contains(github.event.head_commit.message, 'release') | ||||
| #        run: | | ||||
| #          git config --global user.email "koujalgi.amith@gmail.com" | ||||
| #          git config --global user.name "amithkoujalgi" | ||||
| #          mvn -B -ntp -DskipTests -Pci-cd -Darguments="-DskipTests -Pci-cd" release:clean release:prepare release:perform | ||||
| #        env: | ||||
| #          MAVEN_USERNAME: ${{ secrets.OSSRH_USERNAME }} | ||||
| #          MAVEN_PASSWORD: ${{ secrets.OSSRH_PASSWORD }} | ||||
| #          MAVEN_GPG_PASSPHRASE: ${{ secrets.GPG_PASSPHRASE }} | ||||
							
								
								
									
										172
									
								
								pom.xml
									
									
									
									
									
								
							
							
						
						
									
										172
									
								
								pom.xml
									
									
									
									
									
								
							| @@ -3,13 +3,13 @@ | ||||
|          xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"> | ||||
|     <modelVersion>4.0.0</modelVersion> | ||||
|  | ||||
|     <groupId>io.github.amithkoujalgi</groupId> | ||||
|     <groupId>io.github.ollama4j</groupId> | ||||
|     <artifactId>ollama4j</artifactId> | ||||
|     <version>ollama4j-revision</version> | ||||
|  | ||||
|     <name>Ollama4j</name> | ||||
|     <description>Java library for interacting with Ollama API.</description> | ||||
|     <url>https://github.com/amithkoujalgi/ollama4j</url> | ||||
|     <url>https://github.com/ollama4j/ollama4j</url> | ||||
|     <packaging>jar</packaging> | ||||
|  | ||||
|     <properties> | ||||
| @@ -33,15 +33,15 @@ | ||||
|     <licenses> | ||||
|         <license> | ||||
|             <name>MIT License</name> | ||||
|             <url>https://raw.githubusercontent.com/amithkoujalgi/ollama4j/main/LICENSE</url> | ||||
|             <url>https://raw.githubusercontent.com/ollama4j/ollama4j/main/LICENSE</url> | ||||
|         </license> | ||||
|     </licenses> | ||||
|  | ||||
|     <scm> | ||||
|         <connection>scm:git:git@github.com:amithkoujalgi/ollama4j.git</connection> | ||||
|         <developerConnection>scm:git:https://github.com/amithkoujalgi/ollama4j.git</developerConnection> | ||||
|         <url>https://github.com/amithkoujalgi/ollama4j</url> | ||||
|         <tag>v1.0.16</tag> | ||||
|         <connection>scm:git:git@github.com:ollama4j/ollama4j.git</connection> | ||||
|         <developerConnection>scm:git:https://github.com/ollama4j/ollama4j.git</developerConnection> | ||||
|         <url>https://github.com/ollama4j/ollama4j</url> | ||||
|         <tag>ollama4j-revision</tag> | ||||
|     </scm> | ||||
|  | ||||
|     <build> | ||||
| @@ -72,27 +72,7 @@ | ||||
|                     </execution> | ||||
|                 </executions> | ||||
|             </plugin> | ||||
|             <!--            <plugin>--> | ||||
|             <!--                <groupId>org.apache.maven.plugins</groupId>--> | ||||
|             <!--                <artifactId>maven-gpg-plugin</artifactId>--> | ||||
|             <!--                <version>1.5</version>--> | ||||
|             <!--                <executions>--> | ||||
|             <!--                    <execution>--> | ||||
|             <!--                        <id>sign-artifacts</id>--> | ||||
|             <!--                        <phase>verify</phase>--> | ||||
|             <!--                        <goals>--> | ||||
|             <!--                            <goal>sign</goal>--> | ||||
|             <!--                        </goals>--> | ||||
|             <!--                        <configuration>--> | ||||
|             <!--                            <!– This is necessary for gpg to not try to use the pinentry programs –>--> | ||||
|             <!--                            <gpgArguments>--> | ||||
|             <!--                                <arg>--pinentry-mode</arg>--> | ||||
|             <!--                                <arg>loopback</arg>--> | ||||
|             <!--                            </gpgArguments>--> | ||||
|             <!--                        </configuration>--> | ||||
|             <!--                    </execution>--> | ||||
|             <!--                </executions>--> | ||||
|             <!--            </plugin>--> | ||||
|  | ||||
|             <!-- Surefire Plugin for Unit Tests --> | ||||
|             <plugin> | ||||
|                 <groupId>org.apache.maven.plugins</groupId> | ||||
| @@ -129,15 +109,23 @@ | ||||
|                     </execution> | ||||
|                 </executions> | ||||
|             </plugin> | ||||
|             <!--            <plugin>--> | ||||
|             <!--                <groupId>org.apache.maven.plugins</groupId>--> | ||||
|             <!--                <artifactId>maven-release-plugin</artifactId>--> | ||||
|             <!--                <version>3.0.1</version>--> | ||||
|             <!--                <configuration>--> | ||||
|             <!--                    <!–                    <goals>install</goals>–>--> | ||||
|             <!--                    <tagNameFormat>v@{project.version}</tagNameFormat>--> | ||||
|             <!--                </configuration>--> | ||||
|             <!--            </plugin>--> | ||||
|  | ||||
|  | ||||
|             <plugin> | ||||
|                 <groupId>org.apache.maven.plugins</groupId> | ||||
|                 <artifactId>maven-gpg-plugin</artifactId> | ||||
|                 <version>1.5</version> | ||||
|                 <executions> | ||||
|                     <execution> | ||||
|                         <id>sign-artifacts</id> | ||||
|                         <phase>verify</phase> | ||||
|                         <goals> | ||||
|                             <goal>sign</goal> | ||||
|                         </goals> | ||||
|                     </execution> | ||||
|                 </executions> | ||||
|             </plugin> | ||||
|  | ||||
|         </plugins> | ||||
|     </build> | ||||
|  | ||||
| @@ -189,27 +177,39 @@ | ||||
|         </dependency> | ||||
|     </dependencies> | ||||
|  | ||||
|     <!--    <distributionManagement>--> | ||||
|     <!--        <snapshotRepository>--> | ||||
|     <!--            <id>ossrh</id>--> | ||||
|     <!--            <url>https://s01.oss.sonatype.org/content/repositories/snapshots</url>--> | ||||
|     <!--        </snapshotRepository>--> | ||||
|     <!--        <repository>--> | ||||
|     <!--            <id>ossrh</id>--> | ||||
|     <!--            <url>https://s01.oss.sonatype.org/service/local/staging/deploy/maven2</url>--> | ||||
|     <!--        </repository>--> | ||||
|     <!--    </distributionManagement>--> | ||||
|  | ||||
|     <!--    Replaced publishing packages to GitHub Packages instead of Maven central --> | ||||
|     <distributionManagement> | ||||
|         <repository> | ||||
|             <id>github</id> | ||||
|             <name>GitHub Packages</name> | ||||
|             <url>https://maven.pkg.github.com/amithkoujalgi/ollama4j</url> | ||||
|             <id>mvn-repo-id</id> | ||||
|         </repository> | ||||
|     </distributionManagement> | ||||
|  | ||||
|     <profiles> | ||||
|         <profile> | ||||
|             <id>ossrh</id> | ||||
|             <activation> | ||||
|                 <activeByDefault>true</activeByDefault> | ||||
|             </activation> | ||||
|             <properties> | ||||
|                 <gpg.executable>gpg2</gpg.executable> | ||||
|                 <test.env>unit</test.env> | ||||
|                 <skipUnitTests>false</skipUnitTests> | ||||
|                 <skipIntegrationTests>true</skipIntegrationTests> | ||||
|             </properties> | ||||
|             <build> | ||||
|                 <plugins> | ||||
|                     <plugin> | ||||
|                         <groupId>org.sonatype.central</groupId> | ||||
|                         <artifactId>central-publishing-maven-plugin</artifactId> | ||||
|                         <version>0.5.0</version> | ||||
|                         <extensions>true</extensions> | ||||
|                         <configuration> | ||||
|                             <publishingServerId>mvn-repo-id</publishingServerId> | ||||
|                             <autoPublish>true</autoPublish> | ||||
|                         </configuration> | ||||
|                     </plugin> | ||||
|                 </plugins> | ||||
|             </build> | ||||
|         </profile> | ||||
|         <profile> | ||||
|             <id>unit-tests</id> | ||||
|             <properties> | ||||
| @@ -218,7 +218,7 @@ | ||||
|                 <skipIntegrationTests>true</skipIntegrationTests> | ||||
|             </properties> | ||||
|             <activation> | ||||
|                 <activeByDefault>true</activeByDefault> | ||||
|                 <activeByDefault>false</activeByDefault> | ||||
|             </activation> | ||||
|             <build> | ||||
|                 <plugins> | ||||
| @@ -261,39 +261,39 @@ | ||||
|             </properties> | ||||
|             <build> | ||||
|                 <plugins> | ||||
|                     <!--                    <plugin>--> | ||||
|                     <!--                        <groupId>org.apache.maven.plugins</groupId>--> | ||||
|                     <!--                        <artifactId>maven-gpg-plugin</artifactId>--> | ||||
|                     <!--                        <version>3.1.0</version>--> | ||||
|                     <!--                        <executions>--> | ||||
|                     <!--                            <execution>--> | ||||
|                     <!--                                <id>sign-artifacts</id>--> | ||||
|                     <!--                                <phase>verify</phase>--> | ||||
|                     <!--                                <goals>--> | ||||
|                     <!--                                    <goal>sign</goal>--> | ||||
|                     <!--                                </goals>--> | ||||
|                     <!--                                <configuration>--> | ||||
|                     <!--                                    <!– Prevent gpg from using pinentry programs. Fixes:--> | ||||
|                     <!--                                         gpg: signing failed: Inappropriate ioctl for device –>--> | ||||
|                     <!--                                    <gpgArguments>--> | ||||
|                     <!--                                        <arg>--pinentry-mode</arg>--> | ||||
|                     <!--                                        <arg>loopback</arg>--> | ||||
|                     <!--                                    </gpgArguments>--> | ||||
|                     <!--                                </configuration>--> | ||||
|                     <!--                            </execution>--> | ||||
|                     <!--                        </executions>--> | ||||
|                     <!--                    </plugin>--> | ||||
|                     <!--                    <plugin>--> | ||||
|                     <!--                        <groupId>org.sonatype.plugins</groupId>--> | ||||
|                     <!--                        <artifactId>nexus-staging-maven-plugin</artifactId>--> | ||||
|                     <!--                        <version>1.6.13</version>--> | ||||
|                     <!--                        <extensions>true</extensions>--> | ||||
|                     <!--                        <configuration>--> | ||||
|                     <!--                            <serverId>ossrh</serverId>--> | ||||
|                     <!--                            <nexusUrl>https://s01.oss.sonatype.org/</nexusUrl>--> | ||||
|                     <!--                            <autoReleaseAfterClose>true</autoReleaseAfterClose>--> | ||||
|                     <!--                        </configuration>--> | ||||
|                     <!--                    </plugin>--> | ||||
|                     <plugin> | ||||
|                         <groupId>org.apache.maven.plugins</groupId> | ||||
|                         <artifactId>maven-gpg-plugin</artifactId> | ||||
|                         <version>3.1.0</version> | ||||
|                         <executions> | ||||
|                             <execution> | ||||
|                                 <id>sign-artifacts</id> | ||||
|                                 <phase>verify</phase> | ||||
|                                 <goals> | ||||
|                                     <goal>sign</goal> | ||||
|                                 </goals> | ||||
|                                 <configuration> | ||||
|                                     <!-- Prevent gpg from using pinentry programs. Fixes: | ||||
|                                          gpg: signing failed: Inappropriate ioctl for device --> | ||||
|                                     <gpgArguments> | ||||
|                                         <arg>--pinentry-mode</arg> | ||||
|                                         <arg>loopback</arg> | ||||
|                                     </gpgArguments> | ||||
|                                 </configuration> | ||||
|                             </execution> | ||||
|                         </executions> | ||||
|                     </plugin> | ||||
|                     <plugin> | ||||
|                         <groupId>org.sonatype.plugins</groupId> | ||||
|                         <artifactId>nexus-staging-maven-plugin</artifactId> | ||||
|                         <version>1.6.13</version> | ||||
|                         <extensions>true</extensions> | ||||
|                         <configuration> | ||||
|                             <serverId>ossrh</serverId> | ||||
|                             <nexusUrl>https://s01.oss.sonatype.org/</nexusUrl> | ||||
|                             <autoReleaseAfterClose>true</autoReleaseAfterClose> | ||||
|                         </configuration> | ||||
|                     </plugin> | ||||
|  | ||||
|                     <plugin> | ||||
|                         <groupId>org.jacoco</groupId> | ||||
|   | ||||
| @@ -1,7 +0,0 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core; | ||||
|  | ||||
| import java.util.function.Consumer; | ||||
|  | ||||
| public interface OllamaStreamHandler extends Consumer<String>{ | ||||
|     void accept(String message); | ||||
| } | ||||
| @@ -1,16 +0,0 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.tools; | ||||
|  | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.OllamaResult; | ||||
| import lombok.AllArgsConstructor; | ||||
| import lombok.Data; | ||||
| import lombok.NoArgsConstructor; | ||||
|  | ||||
| import java.util.Map; | ||||
|  | ||||
| @Data | ||||
| @NoArgsConstructor | ||||
| @AllArgsConstructor | ||||
| public class OllamaToolsResult { | ||||
|     private OllamaResult modelResult; | ||||
|     private Map<ToolDef, Object> toolResults; | ||||
| } | ||||
| @@ -1,17 +0,0 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.tools; | ||||
|  | ||||
| import java.util.HashMap; | ||||
| import java.util.Map; | ||||
|  | ||||
| public class ToolRegistry { | ||||
|     private static final Map<String, DynamicFunction> functionMap = new HashMap<>(); | ||||
|  | ||||
|  | ||||
|     public static DynamicFunction getFunction(String name) { | ||||
|         return functionMap.get(name); | ||||
|     } | ||||
|  | ||||
|     public static void addFunction(String name, DynamicFunction function) { | ||||
|         functionMap.put(name, function); | ||||
|     } | ||||
| } | ||||
| @@ -1,18 +1,22 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core; | ||||
| package io.github.ollama4j; | ||||
| 
 | ||||
| import io.github.amithkoujalgi.ollama4j.core.exceptions.OllamaBaseException; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.*; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.chat.OllamaChatMessage; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.chat.OllamaChatRequestBuilder; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.chat.OllamaChatRequestModel; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.chat.OllamaChatResult; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.embeddings.OllamaEmbeddingResponseModel; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.embeddings.OllamaEmbeddingsRequestModel; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.generate.OllamaGenerateRequestModel; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.request.*; | ||||
| import io.github.amithkoujalgi.ollama4j.core.tools.*; | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.Options; | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.Utils; | ||||
| import io.github.ollama4j.exceptions.OllamaBaseException; | ||||
| import io.github.ollama4j.exceptions.ToolInvocationException; | ||||
| import io.github.ollama4j.exceptions.ToolNotFoundException; | ||||
| import io.github.ollama4j.models.*; | ||||
| import io.github.ollama4j.models.chat.OllamaChatMessage; | ||||
| import io.github.ollama4j.models.chat.OllamaChatRequestBuilder; | ||||
| import io.github.ollama4j.models.chat.OllamaChatRequestModel; | ||||
| import io.github.ollama4j.models.chat.OllamaChatResult; | ||||
| import io.github.ollama4j.models.embeddings.OllamaEmbeddingResponseModel; | ||||
| import io.github.ollama4j.models.embeddings.OllamaEmbeddingsRequestModel; | ||||
| import io.github.ollama4j.models.generate.OllamaGenerateRequestModel; | ||||
| import io.github.ollama4j.models.generate.OllamaStreamHandler; | ||||
| import io.github.ollama4j.models.request.*; | ||||
| import io.github.ollama4j.tools.*; | ||||
| import io.github.ollama4j.utils.Options; | ||||
| import io.github.ollama4j.utils.Utils; | ||||
| import lombok.Setter; | ||||
| import org.slf4j.Logger; | ||||
| import org.slf4j.LoggerFactory; | ||||
| 
 | ||||
| @@ -36,10 +40,22 @@ public class OllamaAPI { | ||||
| 
 | ||||
|     private static final Logger logger = LoggerFactory.getLogger(OllamaAPI.class); | ||||
|     private final String host; | ||||
|     /** | ||||
|      * -- SETTER -- | ||||
|      * Set request timeout in seconds. Default is 3 seconds. | ||||
|      */ | ||||
|     @Setter | ||||
|     private long requestTimeoutSeconds = 10; | ||||
|     /** | ||||
|      * -- SETTER -- | ||||
|      * Set/unset logging of responses | ||||
|      */ | ||||
|     @Setter | ||||
|     private boolean verbose = true; | ||||
|     private BasicAuth basicAuth; | ||||
| 
 | ||||
|     private final ToolRegistry toolRegistry = new ToolRegistry(); | ||||
| 
 | ||||
|     /** | ||||
|      * Instantiates the Ollama API. | ||||
|      * | ||||
| @@ -53,24 +69,6 @@ public class OllamaAPI { | ||||
|         } | ||||
|     } | ||||
| 
 | ||||
|     /** | ||||
|      * Set request timeout in seconds. Default is 3 seconds. | ||||
|      * | ||||
|      * @param requestTimeoutSeconds the request timeout in seconds | ||||
|      */ | ||||
|     public void setRequestTimeoutSeconds(long requestTimeoutSeconds) { | ||||
|         this.requestTimeoutSeconds = requestTimeoutSeconds; | ||||
|     } | ||||
| 
 | ||||
|     /** | ||||
|      * Set/unset logging of responses | ||||
|      * | ||||
|      * @param verbose true/false | ||||
|      */ | ||||
|     public void setVerbose(boolean verbose) { | ||||
|         this.verbose = verbose; | ||||
|     } | ||||
| 
 | ||||
|     /** | ||||
|      * Set basic authentication for accessing Ollama server that's behind a reverse-proxy/gateway. | ||||
|      * | ||||
| @@ -382,7 +380,6 @@ public class OllamaAPI { | ||||
|      * | ||||
|      * @param model   The name or identifier of the AI model to use for generating the response. | ||||
|      * @param prompt  The input text or prompt to provide to the AI model. | ||||
|      * @param raw     In some cases, you may wish to bypass the templating system and provide a full prompt. In this case, you can use the raw parameter to disable templating. Also note that raw mode will not return a context. | ||||
|      * @param options Additional options or configurations to use when generating the response. | ||||
|      * @return {@link OllamaToolsResult} An OllamaToolsResult object containing the response from the AI model and the results of invoking the tools on that output. | ||||
|      * @throws OllamaBaseException  If there is an error related to the Ollama API or service. | ||||
| @@ -390,17 +387,23 @@ public class OllamaAPI { | ||||
|      * @throws InterruptedException If the method is interrupted while waiting for the AI model | ||||
|      *                              to generate the response or for the tools to be invoked. | ||||
|      */ | ||||
|     public OllamaToolsResult generateWithTools(String model, String prompt, boolean raw, Options options) | ||||
|             throws OllamaBaseException, IOException, InterruptedException { | ||||
|     public OllamaToolsResult generateWithTools(String model, String prompt, Options options) | ||||
|             throws OllamaBaseException, IOException, InterruptedException, ToolInvocationException { | ||||
|         boolean raw = true; | ||||
|         OllamaToolsResult toolResult = new OllamaToolsResult(); | ||||
|         Map<ToolDef, Object> toolResults = new HashMap<>(); | ||||
|         Map<ToolFunctionCallSpec, Object> toolResults = new HashMap<>(); | ||||
| 
 | ||||
|         OllamaResult result = generate(model, prompt, raw, options, null); | ||||
|         toolResult.setModelResult(result); | ||||
| 
 | ||||
|         List<ToolDef> toolDefs = Utils.getObjectMapper().readValue(result.getResponse(), Utils.getObjectMapper().getTypeFactory().constructCollectionType(List.class, ToolDef.class)); | ||||
|         for (ToolDef toolDef : toolDefs) { | ||||
|             toolResults.put(toolDef, invokeTool(toolDef)); | ||||
|         String toolsResponse = result.getResponse(); | ||||
|         if (toolsResponse.contains("[TOOL_CALLS]")) { | ||||
|             toolsResponse = toolsResponse.replace("[TOOL_CALLS]", ""); | ||||
|         } | ||||
| 
 | ||||
|         List<ToolFunctionCallSpec> toolFunctionCallSpecs = Utils.getObjectMapper().readValue(toolsResponse, Utils.getObjectMapper().getTypeFactory().constructCollectionType(List.class, ToolFunctionCallSpec.class)); | ||||
|         for (ToolFunctionCallSpec toolFunctionCallSpec : toolFunctionCallSpecs) { | ||||
|             toolResults.put(toolFunctionCallSpec, invokeTool(toolFunctionCallSpec)); | ||||
|         } | ||||
|         toolResult.setToolResults(toolResults); | ||||
|         return toolResult; | ||||
| @@ -555,8 +558,8 @@ public class OllamaAPI { | ||||
|         return new OllamaChatResult(result.getResponse(), result.getResponseTime(), result.getHttpStatusCode(), request.getMessages()); | ||||
|     } | ||||
| 
 | ||||
|     public void registerTool(MistralTools.ToolSpecification toolSpecification) { | ||||
|         ToolRegistry.addFunction(toolSpecification.getFunctionName(), toolSpecification.getToolDefinition()); | ||||
|     public void registerTool(Tools.ToolSpecification toolSpecification) { | ||||
|         toolRegistry.addFunction(toolSpecification.getFunctionName(), toolSpecification.getToolDefinition()); | ||||
|     } | ||||
| 
 | ||||
|     // technical private methods // | ||||
| @@ -621,18 +624,20 @@ public class OllamaAPI { | ||||
|     } | ||||
| 
 | ||||
| 
 | ||||
|     private Object invokeTool(ToolDef toolDef) { | ||||
|     private Object invokeTool(ToolFunctionCallSpec toolFunctionCallSpec) throws ToolInvocationException { | ||||
|         try { | ||||
|             String methodName = toolDef.getName(); | ||||
|             Map<String, Object> arguments = toolDef.getArguments(); | ||||
|             DynamicFunction function = ToolRegistry.getFunction(methodName); | ||||
|             String methodName = toolFunctionCallSpec.getName(); | ||||
|             Map<String, Object> arguments = toolFunctionCallSpec.getArguments(); | ||||
|             ToolFunction function = toolRegistry.getFunction(methodName); | ||||
|             if (verbose) { | ||||
|                 logger.debug("Invoking function {} with arguments {}", methodName, arguments); | ||||
|             } | ||||
|             if (function == null) { | ||||
|                 throw new IllegalArgumentException("No such tool: " + methodName); | ||||
|                 throw new ToolNotFoundException("No such tool: " + methodName); | ||||
|             } | ||||
|             return function.apply(arguments); | ||||
|         } catch (Exception e) { | ||||
|             e.printStackTrace(); | ||||
|             return "Error calling tool: " + e.getMessage(); | ||||
|             throw new ToolInvocationException("Failed to invoke tool: " + toolFunctionCallSpec.getName(), e); | ||||
|         } | ||||
|     } | ||||
| } | ||||
| @@ -1,4 +1,4 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core; | ||||
| package io.github.ollama4j; | ||||
| 
 | ||||
| import java.util.Iterator; | ||||
| import java.util.LinkedList; | ||||
| @@ -1,4 +1,4 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.exceptions; | ||||
| package io.github.ollama4j.exceptions; | ||||
| 
 | ||||
| public class OllamaBaseException extends Exception { | ||||
| 
 | ||||
| @@ -0,0 +1,8 @@ | ||||
| package io.github.ollama4j.exceptions; | ||||
|  | ||||
| public class ToolInvocationException extends Exception { | ||||
|  | ||||
|     public ToolInvocationException(String s, Exception e) { | ||||
|         super(s, e); | ||||
|     } | ||||
| } | ||||
| @@ -0,0 +1,8 @@ | ||||
| package io.github.ollama4j.exceptions; | ||||
|  | ||||
| public class ToolNotFoundException extends Exception { | ||||
|  | ||||
|     public ToolNotFoundException(String s) { | ||||
|         super(s); | ||||
|     } | ||||
| } | ||||
| @@ -1,6 +1,6 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.impl; | ||||
| package io.github.ollama4j.impl; | ||||
| 
 | ||||
| import io.github.amithkoujalgi.ollama4j.core.OllamaStreamHandler; | ||||
| import io.github.ollama4j.models.generate.OllamaStreamHandler; | ||||
| 
 | ||||
| public class ConsoleOutputStreamHandler implements OllamaStreamHandler { | ||||
|     private final StringBuffer response = new StringBuffer(); | ||||
| @@ -1,4 +1,4 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models; | ||||
| package io.github.ollama4j.models; | ||||
| 
 | ||||
| import lombok.AllArgsConstructor; | ||||
| import lombok.Data; | ||||
| @@ -1,4 +1,4 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models; | ||||
| package io.github.ollama4j.models; | ||||
| 
 | ||||
| import java.util.List; | ||||
| import lombok.Data; | ||||
| @@ -1,11 +1,10 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models; | ||||
| package io.github.ollama4j.models; | ||||
| 
 | ||||
| import java.time.LocalDateTime; | ||||
| import java.time.OffsetDateTime; | ||||
| 
 | ||||
| import com.fasterxml.jackson.annotation.JsonProperty; | ||||
| import com.fasterxml.jackson.core.JsonProcessingException; | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.Utils; | ||||
| import io.github.ollama4j.utils.Utils; | ||||
| import lombok.Data; | ||||
| 
 | ||||
| @Data | ||||
| @@ -1,9 +1,9 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models; | ||||
| package io.github.ollama4j.models; | ||||
| 
 | ||||
| import com.fasterxml.jackson.annotation.JsonIgnoreProperties; | ||||
| import com.fasterxml.jackson.annotation.JsonProperty; | ||||
| import com.fasterxml.jackson.core.JsonProcessingException; | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.Utils; | ||||
| import io.github.ollama4j.utils.Utils; | ||||
| import lombok.Data; | ||||
| 
 | ||||
| @Data | ||||
| @@ -1,9 +1,9 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models; | ||||
| package io.github.ollama4j.models; | ||||
| 
 | ||||
| import com.fasterxml.jackson.annotation.JsonIgnoreProperties; | ||||
| import com.fasterxml.jackson.annotation.JsonProperty; | ||||
| import com.fasterxml.jackson.core.JsonProcessingException; | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.Utils; | ||||
| import io.github.ollama4j.utils.Utils; | ||||
| import lombok.Data; | ||||
| 
 | ||||
| @Data | ||||
| @@ -1,4 +1,4 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models; | ||||
| package io.github.ollama4j.models; | ||||
| 
 | ||||
| import com.fasterxml.jackson.annotation.JsonIgnoreProperties; | ||||
| import lombok.Data; | ||||
| @@ -1,10 +1,10 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models; | ||||
| package io.github.ollama4j.models; | ||||
| 
 | ||||
| import io.github.amithkoujalgi.ollama4j.core.OllamaResultStream; | ||||
| import io.github.amithkoujalgi.ollama4j.core.exceptions.OllamaBaseException; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.generate.OllamaGenerateRequestModel; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.generate.OllamaGenerateResponseModel; | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.Utils; | ||||
| import io.github.ollama4j.OllamaResultStream; | ||||
| import io.github.ollama4j.exceptions.OllamaBaseException; | ||||
| import io.github.ollama4j.models.generate.OllamaGenerateRequestModel; | ||||
| import io.github.ollama4j.models.generate.OllamaGenerateResponseModel; | ||||
| import io.github.ollama4j.utils.Utils; | ||||
| import lombok.Data; | ||||
| import lombok.EqualsAndHashCode; | ||||
| import lombok.Getter; | ||||
| @@ -1,4 +1,4 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models; | ||||
| package io.github.ollama4j.models; | ||||
| 
 | ||||
| import java.util.Map; | ||||
| import com.fasterxml.jackson.annotation.JsonInclude; | ||||
| @@ -6,8 +6,8 @@ import com.fasterxml.jackson.annotation.JsonProperty; | ||||
| import com.fasterxml.jackson.core.JsonProcessingException; | ||||
| import com.fasterxml.jackson.databind.annotation.JsonSerialize; | ||||
| 
 | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.BooleanToJsonFormatFlagSerializer; | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.Utils; | ||||
| import io.github.ollama4j.utils.BooleanToJsonFormatFlagSerializer; | ||||
| import io.github.ollama4j.utils.Utils; | ||||
| import lombok.Data; | ||||
| 
 | ||||
| @Data | ||||
| @@ -1,4 +1,4 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models; | ||||
| package io.github.ollama4j.models; | ||||
| 
 | ||||
| import com.fasterxml.jackson.annotation.JsonIgnoreProperties; | ||||
| import lombok.Data; | ||||
| @@ -1,6 +1,6 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models; | ||||
| package io.github.ollama4j.models; | ||||
| 
 | ||||
| import static io.github.amithkoujalgi.ollama4j.core.utils.Utils.getObjectMapper; | ||||
| import static io.github.ollama4j.utils.Utils.getObjectMapper; | ||||
| 
 | ||||
| import com.fasterxml.jackson.core.JsonProcessingException; | ||||
| import lombok.Data; | ||||
| @@ -1,11 +1,11 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models.chat; | ||||
| package io.github.ollama4j.models.chat; | ||||
| 
 | ||||
| import static io.github.amithkoujalgi.ollama4j.core.utils.Utils.getObjectMapper; | ||||
| import static io.github.ollama4j.utils.Utils.getObjectMapper; | ||||
| 
 | ||||
| import com.fasterxml.jackson.core.JsonProcessingException; | ||||
| import com.fasterxml.jackson.databind.annotation.JsonSerialize; | ||||
| 
 | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.FileToBase64Serializer; | ||||
| import io.github.ollama4j.utils.FileToBase64Serializer; | ||||
| 
 | ||||
| import java.util.List; | ||||
| import lombok.AllArgsConstructor; | ||||
| @@ -1,4 +1,4 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models.chat; | ||||
| package io.github.ollama4j.models.chat; | ||||
| 
 | ||||
| import com.fasterxml.jackson.annotation.JsonValue; | ||||
| 
 | ||||
| @@ -1,4 +1,4 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models.chat; | ||||
| package io.github.ollama4j.models.chat; | ||||
| 
 | ||||
| import java.io.File; | ||||
| import java.io.IOException; | ||||
| @@ -11,8 +11,8 @@ import java.util.stream.Collectors; | ||||
| import org.slf4j.Logger; | ||||
| import org.slf4j.LoggerFactory; | ||||
| 
 | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.Options; | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.Utils; | ||||
| import io.github.ollama4j.utils.Options; | ||||
| import io.github.ollama4j.utils.Utils; | ||||
| 
 | ||||
| /** | ||||
|  * Helper class for creating {@link OllamaChatRequestModel} objects using the builder-pattern. | ||||
| @@ -1,8 +1,9 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models.chat; | ||||
| package io.github.ollama4j.models.chat; | ||||
| 
 | ||||
| import java.util.List; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.OllamaCommonRequestModel; | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.OllamaRequestBody; | ||||
| 
 | ||||
| import io.github.ollama4j.models.OllamaCommonRequestModel; | ||||
| import io.github.ollama4j.utils.OllamaRequestBody; | ||||
| 
 | ||||
| import lombok.Getter; | ||||
| import lombok.Setter; | ||||
| @@ -1,4 +1,4 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models.chat; | ||||
| package io.github.ollama4j.models.chat; | ||||
| 
 | ||||
| import com.fasterxml.jackson.annotation.JsonProperty; | ||||
| import lombok.Data; | ||||
| @@ -1,8 +1,8 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models.chat; | ||||
| package io.github.ollama4j.models.chat; | ||||
| 
 | ||||
| import java.util.List; | ||||
| 
 | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.OllamaResult; | ||||
| import io.github.ollama4j.models.OllamaResult; | ||||
| 
 | ||||
| /** | ||||
|  * Specific chat-API result that contains the chat history sent to the model and appends the answer as {@link OllamaChatResult} given by the | ||||
| @@ -1,10 +1,10 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models.chat; | ||||
| package io.github.ollama4j.models.chat; | ||||
| 
 | ||||
| import io.github.ollama4j.models.generate.OllamaStreamHandler; | ||||
| 
 | ||||
| import java.util.ArrayList; | ||||
| import java.util.List; | ||||
| 
 | ||||
| import io.github.amithkoujalgi.ollama4j.core.OllamaStreamHandler; | ||||
| 
 | ||||
| public class OllamaChatStreamObserver { | ||||
| 
 | ||||
|     private OllamaStreamHandler streamHandler; | ||||
| @@ -17,12 +17,12 @@ public class OllamaChatStreamObserver { | ||||
|         this.streamHandler = streamHandler; | ||||
|     } | ||||
| 
 | ||||
|     public void notify(OllamaChatResponseModel currentResponsePart){ | ||||
|     public void notify(OllamaChatResponseModel currentResponsePart) { | ||||
|         responseParts.add(currentResponsePart); | ||||
|         handleCurrentResponsePart(currentResponsePart); | ||||
|     } | ||||
| 
 | ||||
|     protected void handleCurrentResponsePart(OllamaChatResponseModel currentResponsePart){ | ||||
|     protected void handleCurrentResponsePart(OllamaChatResponseModel currentResponsePart) { | ||||
|         message = message + currentResponsePart.getMessage().getContent(); | ||||
|         streamHandler.accept(message); | ||||
|     } | ||||
| @@ -1,4 +1,4 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models.embeddings; | ||||
| package io.github.ollama4j.models.embeddings; | ||||
| 
 | ||||
| import com.fasterxml.jackson.annotation.JsonProperty; | ||||
| 
 | ||||
| @@ -1,6 +1,6 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models.embeddings; | ||||
| package io.github.ollama4j.models.embeddings; | ||||
| 
 | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.Options; | ||||
| import io.github.ollama4j.utils.Options; | ||||
| 
 | ||||
| public class OllamaEmbeddingsRequestBuilder { | ||||
| 
 | ||||
| @@ -1,6 +1,6 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models.embeddings; | ||||
| package io.github.ollama4j.models.embeddings; | ||||
| 
 | ||||
| import static io.github.amithkoujalgi.ollama4j.core.utils.Utils.getObjectMapper; | ||||
| import static io.github.ollama4j.utils.Utils.getObjectMapper; | ||||
| import java.util.Map; | ||||
| import com.fasterxml.jackson.annotation.JsonProperty; | ||||
| import com.fasterxml.jackson.core.JsonProcessingException; | ||||
| @@ -1,9 +1,9 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models.generate; | ||||
| package io.github.ollama4j.models.generate; | ||||
| 
 | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.Options; | ||||
| import io.github.ollama4j.utils.Options; | ||||
| 
 | ||||
| /** | ||||
|  * Helper class for creating {@link io.github.amithkoujalgi.ollama4j.core.models.generate.OllamaGenerateRequestModel}  | ||||
|  * Helper class for creating {@link OllamaGenerateRequestModel} | ||||
|  * objects using the builder-pattern. | ||||
|  */ | ||||
| public class OllamaGenerateRequestBuilder { | ||||
| @@ -1,8 +1,8 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models.generate; | ||||
| package io.github.ollama4j.models.generate; | ||||
| 
 | ||||
| 
 | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.OllamaCommonRequestModel; | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.OllamaRequestBody; | ||||
| import io.github.ollama4j.models.OllamaCommonRequestModel; | ||||
| import io.github.ollama4j.utils.OllamaRequestBody; | ||||
| 
 | ||||
| import java.util.List; | ||||
| 
 | ||||
| @@ -1,4 +1,4 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models.generate; | ||||
| package io.github.ollama4j.models.generate; | ||||
| 
 | ||||
| import com.fasterxml.jackson.annotation.JsonIgnoreProperties; | ||||
| import com.fasterxml.jackson.annotation.JsonProperty; | ||||
| @@ -1,10 +1,8 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models.generate; | ||||
| package io.github.ollama4j.models.generate; | ||||
| 
 | ||||
| import java.util.ArrayList; | ||||
| import java.util.List; | ||||
| 
 | ||||
| import io.github.amithkoujalgi.ollama4j.core.OllamaStreamHandler; | ||||
| 
 | ||||
| public class OllamaGenerateStreamObserver { | ||||
| 
 | ||||
|     private OllamaStreamHandler streamHandler; | ||||
| @@ -17,12 +15,12 @@ public class OllamaGenerateStreamObserver { | ||||
|         this.streamHandler = streamHandler; | ||||
|     } | ||||
| 
 | ||||
|     public void notify(OllamaGenerateResponseModel currentResponsePart){ | ||||
|     public void notify(OllamaGenerateResponseModel currentResponsePart) { | ||||
|         responseParts.add(currentResponsePart); | ||||
|         handleCurrentResponsePart(currentResponsePart); | ||||
|     } | ||||
| 
 | ||||
|     protected void handleCurrentResponsePart(OllamaGenerateResponseModel currentResponsePart){ | ||||
|     protected void handleCurrentResponsePart(OllamaGenerateResponseModel currentResponsePart) { | ||||
|         message = message + currentResponsePart.getResponse(); | ||||
|         streamHandler.accept(message); | ||||
|     } | ||||
| @@ -0,0 +1,7 @@ | ||||
| package io.github.ollama4j.models.generate; | ||||
|  | ||||
| import java.util.function.Consumer; | ||||
|  | ||||
| public interface OllamaStreamHandler extends Consumer<String> { | ||||
|     void accept(String message); | ||||
| } | ||||
| @@ -1,6 +1,6 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models.request; | ||||
| package io.github.ollama4j.models.request; | ||||
| 
 | ||||
| import static io.github.amithkoujalgi.ollama4j.core.utils.Utils.getObjectMapper; | ||||
| import static io.github.ollama4j.utils.Utils.getObjectMapper; | ||||
| 
 | ||||
| import com.fasterxml.jackson.core.JsonProcessingException; | ||||
| import lombok.AllArgsConstructor; | ||||
| @@ -1,6 +1,6 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models.request; | ||||
| package io.github.ollama4j.models.request; | ||||
| 
 | ||||
| import static io.github.amithkoujalgi.ollama4j.core.utils.Utils.getObjectMapper; | ||||
| import static io.github.ollama4j.utils.Utils.getObjectMapper; | ||||
| 
 | ||||
| import com.fasterxml.jackson.core.JsonProcessingException; | ||||
| import lombok.AllArgsConstructor; | ||||
| @@ -1,6 +1,6 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models.request; | ||||
| package io.github.ollama4j.models.request; | ||||
| 
 | ||||
| import static io.github.amithkoujalgi.ollama4j.core.utils.Utils.getObjectMapper; | ||||
| import static io.github.ollama4j.utils.Utils.getObjectMapper; | ||||
| 
 | ||||
| import com.fasterxml.jackson.core.JsonProcessingException; | ||||
| import lombok.AllArgsConstructor; | ||||
| @@ -1,14 +1,14 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models.request; | ||||
| package io.github.ollama4j.models.request; | ||||
| 
 | ||||
| import com.fasterxml.jackson.core.JsonProcessingException; | ||||
| import io.github.amithkoujalgi.ollama4j.core.OllamaStreamHandler; | ||||
| import io.github.amithkoujalgi.ollama4j.core.exceptions.OllamaBaseException; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.BasicAuth; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.OllamaResult; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.chat.OllamaChatResponseModel; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.chat.OllamaChatStreamObserver; | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.OllamaRequestBody; | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.Utils; | ||||
| import io.github.ollama4j.exceptions.OllamaBaseException; | ||||
| import io.github.ollama4j.models.BasicAuth; | ||||
| import io.github.ollama4j.models.OllamaResult; | ||||
| import io.github.ollama4j.models.chat.OllamaChatResponseModel; | ||||
| import io.github.ollama4j.models.chat.OllamaChatStreamObserver; | ||||
| import io.github.ollama4j.models.generate.OllamaStreamHandler; | ||||
| import io.github.ollama4j.utils.OllamaRequestBody; | ||||
| import io.github.ollama4j.utils.Utils; | ||||
| import org.slf4j.Logger; | ||||
| import org.slf4j.LoggerFactory; | ||||
| 
 | ||||
| @@ -1,12 +1,12 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models.request; | ||||
| package io.github.ollama4j.models.request; | ||||
| 
 | ||||
| import io.github.amithkoujalgi.ollama4j.core.OllamaAPI; | ||||
| import io.github.amithkoujalgi.ollama4j.core.exceptions.OllamaBaseException; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.BasicAuth; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.OllamaErrorResponseModel; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.OllamaResult; | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.OllamaRequestBody; | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.Utils; | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
| import io.github.ollama4j.exceptions.OllamaBaseException; | ||||
| import io.github.ollama4j.models.BasicAuth; | ||||
| import io.github.ollama4j.models.OllamaErrorResponseModel; | ||||
| import io.github.ollama4j.models.OllamaResult; | ||||
| import io.github.ollama4j.utils.OllamaRequestBody; | ||||
| import io.github.ollama4j.utils.Utils; | ||||
| import org.slf4j.Logger; | ||||
| import org.slf4j.LoggerFactory; | ||||
| 
 | ||||
| @@ -1,14 +1,14 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.models.request; | ||||
| package io.github.ollama4j.models.request; | ||||
| 
 | ||||
| import com.fasterxml.jackson.core.JsonProcessingException; | ||||
| import io.github.amithkoujalgi.ollama4j.core.OllamaStreamHandler; | ||||
| import io.github.amithkoujalgi.ollama4j.core.exceptions.OllamaBaseException; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.BasicAuth; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.OllamaResult; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.generate.OllamaGenerateResponseModel; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.generate.OllamaGenerateStreamObserver; | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.OllamaRequestBody; | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.Utils; | ||||
| import io.github.ollama4j.exceptions.OllamaBaseException; | ||||
| import io.github.ollama4j.models.BasicAuth; | ||||
| import io.github.ollama4j.models.OllamaResult; | ||||
| import io.github.ollama4j.models.generate.OllamaGenerateResponseModel; | ||||
| import io.github.ollama4j.models.generate.OllamaGenerateStreamObserver; | ||||
| import io.github.ollama4j.models.generate.OllamaStreamHandler; | ||||
| import io.github.ollama4j.utils.OllamaRequestBody; | ||||
| import io.github.ollama4j.utils.Utils; | ||||
| import org.slf4j.Logger; | ||||
| import org.slf4j.LoggerFactory; | ||||
| 
 | ||||
| @@ -0,0 +1,35 @@ | ||||
| package io.github.ollama4j.tools; | ||||
|  | ||||
| import io.github.ollama4j.models.OllamaResult; | ||||
| import lombok.AllArgsConstructor; | ||||
| import lombok.Data; | ||||
| import lombok.NoArgsConstructor; | ||||
|  | ||||
| import java.util.ArrayList; | ||||
| import java.util.List; | ||||
| import java.util.Map; | ||||
|  | ||||
| @Data | ||||
| @NoArgsConstructor | ||||
| @AllArgsConstructor | ||||
| public class OllamaToolsResult { | ||||
|     private OllamaResult modelResult; | ||||
|     private Map<ToolFunctionCallSpec, Object> toolResults; | ||||
|  | ||||
|     public List<ToolResult> getToolResults() { | ||||
|         List<ToolResult> results = new ArrayList<>(); | ||||
|         for (Map.Entry<ToolFunctionCallSpec, Object> r : this.toolResults.entrySet()) { | ||||
|             results.add(new ToolResult(r.getKey().getName(), r.getKey().getArguments(), r.getValue())); | ||||
|         } | ||||
|         return results; | ||||
|     } | ||||
|  | ||||
|     @Data | ||||
|     @NoArgsConstructor | ||||
|     @AllArgsConstructor | ||||
|     public static class ToolResult { | ||||
|         private String functionName; | ||||
|         private Map<String, Object> functionArguments; | ||||
|         private Object result; | ||||
|     } | ||||
| } | ||||
| @@ -1,8 +1,8 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.tools; | ||||
| package io.github.ollama4j.tools; | ||||
| 
 | ||||
| import java.util.Map; | ||||
| 
 | ||||
| @FunctionalInterface | ||||
| public interface DynamicFunction { | ||||
| public interface ToolFunction { | ||||
|     Object apply(Map<String, Object> arguments); | ||||
| } | ||||
| @@ -1,4 +1,4 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.tools; | ||||
| package io.github.ollama4j.tools; | ||||
| 
 | ||||
| import lombok.AllArgsConstructor; | ||||
| import lombok.Data; | ||||
| @@ -9,10 +9,8 @@ import java.util.Map; | ||||
| @Data | ||||
| @AllArgsConstructor | ||||
| @NoArgsConstructor | ||||
| public class ToolDef { | ||||
| 
 | ||||
| public class ToolFunctionCallSpec { | ||||
|     private String name; | ||||
|     private Map<String, Object> arguments; | ||||
| 
 | ||||
| } | ||||
| 
 | ||||
							
								
								
									
										16
									
								
								src/main/java/io/github/ollama4j/tools/ToolRegistry.java
									
									
									
									
									
										Normal file
									
								
							
							
						
						
									
										16
									
								
								src/main/java/io/github/ollama4j/tools/ToolRegistry.java
									
									
									
									
									
										Normal file
									
								
							| @@ -0,0 +1,16 @@ | ||||
| package io.github.ollama4j.tools; | ||||
|  | ||||
| import java.util.HashMap; | ||||
| import java.util.Map; | ||||
|  | ||||
| public class ToolRegistry { | ||||
|     private final Map<String, ToolFunction> functionMap = new HashMap<>(); | ||||
|  | ||||
|     public ToolFunction getFunction(String name) { | ||||
|         return functionMap.get(name); | ||||
|     } | ||||
|  | ||||
|     public void addFunction(String name, ToolFunction function) { | ||||
|         functionMap.put(name, function); | ||||
|     } | ||||
| } | ||||
| @@ -1,11 +1,11 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.tools; | ||||
| package io.github.ollama4j.tools; | ||||
| 
 | ||||
| import com.fasterxml.jackson.annotation.JsonIgnore; | ||||
| import com.fasterxml.jackson.annotation.JsonIgnoreProperties; | ||||
| import com.fasterxml.jackson.annotation.JsonInclude; | ||||
| import com.fasterxml.jackson.annotation.JsonProperty; | ||||
| import com.fasterxml.jackson.core.JsonProcessingException; | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.Utils; | ||||
| import io.github.ollama4j.utils.Utils; | ||||
| import lombok.Builder; | ||||
| import lombok.Data; | ||||
| 
 | ||||
| @@ -14,14 +14,14 @@ import java.util.HashMap; | ||||
| import java.util.List; | ||||
| import java.util.Map; | ||||
| 
 | ||||
| public class MistralTools { | ||||
| public class Tools { | ||||
|     @Data | ||||
|     @Builder | ||||
|     public static class ToolSpecification { | ||||
|         private String functionName; | ||||
|         private String functionDesc; | ||||
|         private Map<String, PromptFuncDefinition.Property> props; | ||||
|         private DynamicFunction toolDefinition; | ||||
|         private String functionDescription; | ||||
|         private Map<String, PromptFuncDefinition.Property> properties; | ||||
|         private ToolFunction toolDefinition; | ||||
|     } | ||||
| 
 | ||||
|     @Data | ||||
| @@ -90,14 +90,14 @@ public class MistralTools { | ||||
| 
 | ||||
|             PromptFuncDefinition.PromptFuncSpec functionDetail = new PromptFuncDefinition.PromptFuncSpec(); | ||||
|             functionDetail.setName(spec.getFunctionName()); | ||||
|             functionDetail.setDescription(spec.getFunctionDesc()); | ||||
|             functionDetail.setDescription(spec.getFunctionDescription()); | ||||
| 
 | ||||
|             PromptFuncDefinition.Parameters parameters = new PromptFuncDefinition.Parameters(); | ||||
|             parameters.setType("object"); | ||||
|             parameters.setProperties(spec.getProps()); | ||||
|             parameters.setProperties(spec.getProperties()); | ||||
| 
 | ||||
|             List<String> requiredValues = new ArrayList<>(); | ||||
|             for (Map.Entry<String, PromptFuncDefinition.Property> p : spec.getProps().entrySet()) { | ||||
|             for (Map.Entry<String, PromptFuncDefinition.Property> p : spec.getProperties().entrySet()) { | ||||
|                 if (p.getValue().isRequired()) { | ||||
|                     requiredValues.add(p.getKey()); | ||||
|                 } | ||||
| @@ -109,31 +109,5 @@ public class MistralTools { | ||||
|             tools.add(def); | ||||
|             return this; | ||||
|         } | ||||
| // | ||||
| //        public PromptBuilder withToolSpecification(String functionName, String functionDesc, Map<String, PromptFuncDefinition.Property> props) { | ||||
| //            PromptFuncDefinition def = new PromptFuncDefinition(); | ||||
| //            def.setType("function"); | ||||
| // | ||||
| //            PromptFuncDefinition.PromptFuncSpec functionDetail = new PromptFuncDefinition.PromptFuncSpec(); | ||||
| //            functionDetail.setName(functionName); | ||||
| //            functionDetail.setDescription(functionDesc); | ||||
| // | ||||
| //            PromptFuncDefinition.Parameters parameters = new PromptFuncDefinition.Parameters(); | ||||
| //            parameters.setType("object"); | ||||
| //            parameters.setProperties(props); | ||||
| // | ||||
| //            List<String> requiredValues = new ArrayList<>(); | ||||
| //            for (Map.Entry<String, PromptFuncDefinition.Property> p : props.entrySet()) { | ||||
| //                if (p.getValue().isRequired()) { | ||||
| //                    requiredValues.add(p.getKey()); | ||||
| //                } | ||||
| //            } | ||||
| //            parameters.setRequired(requiredValues); | ||||
| //            functionDetail.setParameters(parameters); | ||||
| //            def.setFunction(functionDetail); | ||||
| // | ||||
| //            tools.add(def); | ||||
| //            return this; | ||||
| //        } | ||||
|     } | ||||
| } | ||||
| @@ -1,4 +1,4 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.types; | ||||
| package io.github.ollama4j.types; | ||||
| 
 | ||||
| /** | ||||
|  * A class to provide constants for all the supported models by Ollama. | ||||
| @@ -1,4 +1,4 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.utils; | ||||
| package io.github.ollama4j.utils; | ||||
| 
 | ||||
| import java.io.IOException; | ||||
| 
 | ||||
| @@ -1,4 +1,4 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.utils; | ||||
| package io.github.ollama4j.utils; | ||||
| 
 | ||||
| import java.io.IOException; | ||||
| import java.util.Base64; | ||||
| @@ -1,4 +1,4 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.utils; | ||||
| package io.github.ollama4j.utils; | ||||
| 
 | ||||
| import java.net.http.HttpRequest.BodyPublisher; | ||||
| import java.net.http.HttpRequest.BodyPublishers; | ||||
| @@ -1,4 +1,4 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.utils; | ||||
| package io.github.ollama4j.utils; | ||||
| 
 | ||||
| import java.util.Map; | ||||
| import lombok.Data; | ||||
| @@ -1,4 +1,4 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.utils; | ||||
| package io.github.ollama4j.utils; | ||||
| 
 | ||||
| import java.util.HashMap; | ||||
| 
 | ||||
| @@ -1,4 +1,4 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.utils; | ||||
| package io.github.ollama4j.utils; | ||||
| 
 | ||||
| /** | ||||
|  * The {@code PromptBuilder} class is used to construct prompt texts for language models (LLMs). It | ||||
| @@ -1,6 +1,6 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.utils; | ||||
| package io.github.ollama4j.utils; | ||||
| 
 | ||||
| import io.github.amithkoujalgi.ollama4j.core.OllamaAPI; | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
| 
 | ||||
| import java.io.InputStream; | ||||
| import java.util.Scanner; | ||||
| @@ -1,4 +1,4 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.core.utils; | ||||
| package io.github.ollama4j.utils; | ||||
| 
 | ||||
| import java.io.ByteArrayOutputStream; | ||||
| import java.io.IOException; | ||||
| @@ -1,16 +1,16 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.integrationtests; | ||||
| package io.github.ollama4j.integrationtests; | ||||
| 
 | ||||
| import io.github.amithkoujalgi.ollama4j.core.OllamaAPI; | ||||
| import io.github.amithkoujalgi.ollama4j.core.exceptions.OllamaBaseException; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.ModelDetail; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.OllamaResult; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.chat.OllamaChatMessageRole; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.chat.OllamaChatRequestBuilder; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.chat.OllamaChatRequestModel; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.chat.OllamaChatResult; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.embeddings.OllamaEmbeddingsRequestBuilder; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.embeddings.OllamaEmbeddingsRequestModel; | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.OptionsBuilder; | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
| import io.github.ollama4j.exceptions.OllamaBaseException; | ||||
| import io.github.ollama4j.models.ModelDetail; | ||||
| import io.github.ollama4j.models.OllamaResult; | ||||
| import io.github.ollama4j.models.chat.OllamaChatMessageRole; | ||||
| import io.github.ollama4j.models.chat.OllamaChatRequestBuilder; | ||||
| import io.github.ollama4j.models.chat.OllamaChatRequestModel; | ||||
| import io.github.ollama4j.models.chat.OllamaChatResult; | ||||
| import io.github.ollama4j.models.embeddings.OllamaEmbeddingsRequestBuilder; | ||||
| import io.github.ollama4j.models.embeddings.OllamaEmbeddingsRequestModel; | ||||
| import io.github.ollama4j.utils.OptionsBuilder; | ||||
| import lombok.Data; | ||||
| import org.junit.jupiter.api.BeforeEach; | ||||
| import org.junit.jupiter.api.Order; | ||||
| @@ -1,12 +1,12 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.unittests; | ||||
| package io.github.ollama4j.unittests; | ||||
| 
 | ||||
| import io.github.amithkoujalgi.ollama4j.core.OllamaAPI; | ||||
| import io.github.amithkoujalgi.ollama4j.core.exceptions.OllamaBaseException; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.ModelDetail; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.OllamaAsyncResultStreamer; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.OllamaResult; | ||||
| import io.github.amithkoujalgi.ollama4j.core.types.OllamaModelType; | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.OptionsBuilder; | ||||
| import io.github.ollama4j.OllamaAPI; | ||||
| import io.github.ollama4j.exceptions.OllamaBaseException; | ||||
| import io.github.ollama4j.models.ModelDetail; | ||||
| import io.github.ollama4j.models.OllamaAsyncResultStreamer; | ||||
| import io.github.ollama4j.models.OllamaResult; | ||||
| import io.github.ollama4j.types.OllamaModelType; | ||||
| import io.github.ollama4j.utils.OptionsBuilder; | ||||
| import org.junit.jupiter.api.Test; | ||||
| import org.mockito.Mockito; | ||||
| 
 | ||||
| @@ -1,10 +1,10 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.unittests.jackson; | ||||
| package io.github.ollama4j.unittests.jackson; | ||||
| 
 | ||||
| import static org.junit.jupiter.api.Assertions.assertEquals; | ||||
| import static org.junit.jupiter.api.Assertions.fail; | ||||
| import com.fasterxml.jackson.core.JsonProcessingException; | ||||
| import com.fasterxml.jackson.databind.ObjectMapper; | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.Utils; | ||||
| import io.github.ollama4j.utils.Utils; | ||||
| 
 | ||||
| public abstract class AbstractSerializationTest<T> { | ||||
| 
 | ||||
| @@ -1,4 +1,4 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.unittests.jackson; | ||||
| package io.github.ollama4j.unittests.jackson; | ||||
| 
 | ||||
| import static org.junit.jupiter.api.Assertions.assertEquals; | ||||
| 
 | ||||
| @@ -9,10 +9,10 @@ import org.json.JSONObject; | ||||
| import org.junit.jupiter.api.BeforeEach; | ||||
| import org.junit.jupiter.api.Test; | ||||
| 
 | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.chat.OllamaChatMessageRole; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.chat.OllamaChatRequestBuilder; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.chat.OllamaChatRequestModel; | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.OptionsBuilder; | ||||
| import io.github.ollama4j.models.chat.OllamaChatMessageRole; | ||||
| import io.github.ollama4j.models.chat.OllamaChatRequestBuilder; | ||||
| import io.github.ollama4j.models.chat.OllamaChatRequestModel; | ||||
| import io.github.ollama4j.utils.OptionsBuilder; | ||||
| 
 | ||||
| public class TestChatRequestSerialization extends AbstractSerializationTest<OllamaChatRequestModel> { | ||||
| 
 | ||||
| @@ -1,11 +1,11 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.unittests.jackson; | ||||
| package io.github.ollama4j.unittests.jackson; | ||||
| 
 | ||||
| import static org.junit.jupiter.api.Assertions.assertEquals; | ||||
| import org.junit.jupiter.api.BeforeEach; | ||||
| import org.junit.jupiter.api.Test; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.embeddings.OllamaEmbeddingsRequestModel; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.embeddings.OllamaEmbeddingsRequestBuilder; | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.OptionsBuilder; | ||||
| import io.github.ollama4j.models.embeddings.OllamaEmbeddingsRequestModel; | ||||
| import io.github.ollama4j.models.embeddings.OllamaEmbeddingsRequestBuilder; | ||||
| import io.github.ollama4j.utils.OptionsBuilder; | ||||
| 
 | ||||
| public class TestEmbeddingsRequestSerialization extends AbstractSerializationTest<OllamaEmbeddingsRequestModel> { | ||||
| 
 | ||||
| @@ -1,4 +1,4 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.unittests.jackson; | ||||
| package io.github.ollama4j.unittests.jackson; | ||||
| 
 | ||||
| import static org.junit.jupiter.api.Assertions.assertEquals; | ||||
| 
 | ||||
| @@ -7,9 +7,9 @@ import org.junit.jupiter.api.BeforeEach; | ||||
| import org.junit.jupiter.api.Test; | ||||
| 
 | ||||
| 
 | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.generate.OllamaGenerateRequestBuilder; | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.generate.OllamaGenerateRequestModel; | ||||
| import io.github.amithkoujalgi.ollama4j.core.utils.OptionsBuilder; | ||||
| import io.github.ollama4j.models.generate.OllamaGenerateRequestBuilder; | ||||
| import io.github.ollama4j.models.generate.OllamaGenerateRequestModel; | ||||
| import io.github.ollama4j.utils.OptionsBuilder; | ||||
| 
 | ||||
| public class TestGenerateRequestSerialization extends AbstractSerializationTest<OllamaGenerateRequestModel> { | ||||
| 
 | ||||
| @@ -1,6 +1,6 @@ | ||||
| package io.github.amithkoujalgi.ollama4j.unittests.jackson; | ||||
| package io.github.ollama4j.unittests.jackson; | ||||
| 
 | ||||
| import io.github.amithkoujalgi.ollama4j.core.models.Model; | ||||
| import io.github.ollama4j.models.Model; | ||||
| import org.junit.jupiter.api.Test; | ||||
| 
 | ||||
| public class TestModelRequestSerialization extends AbstractSerializationTest<Model> { | ||||
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