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365 lines
17 KiB
Markdown
365 lines
17 KiB
Markdown
<div align="center">
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<img src='https://raw.githubusercontent.com/ollama4j/ollama4j/65a9d526150da8fcd98e2af6a164f055572bf722/ollama4j.jpeg' width='100' alt="ollama4j-icon">
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### Ollama4j
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</div>
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<div align="center">
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A Java library (wrapper/binding) for Ollama server.
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_Find more details on the **[website](https://ollama4j.github.io/ollama4j/)**._
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[](https://github.com/ollama4j/ollama4j/actions/workflows/run-tests.yml)
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[](https://codecov.io/gh/ollama4j/ollama4j)
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</div>
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[//]: # ()
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[//]: # ()
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[//]: # ()
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[//]: # ()
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[//]: # ()
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[//]: # ()
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[//]: # ()
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[//]: # ()
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## Table of Contents
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- [Table of Contents](#table-of-contents)
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- [Capabilities](#capabilities)
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- [How does it work?](#how-does-it-work)
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- [Requirements](#requirements)
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- [Installation](#installation)
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- [For Maven](#for-maven)
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- [Using Maven Central](#using-maven-central)
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- [Using GitHub's Maven Package Repository](#using-githubs-maven-package-repository)
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- [For Gradle](#for-gradle)
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- [API Spec](#api-spec)
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- [Examples](#examples)
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- [Development](#development)
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- [Setup dev environment](#setup-dev-environment)
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- [Build](#build)
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- [Run unit tests](#run-unit-tests)
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- [Run integration tests](#run-integration-tests)
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- [Releases](#releases)
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- [Get Involved](#get-involved)
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- [Who's using Ollama4j?](#whos-using-ollama4j)
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- [Growth](#growth)
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- [References](#references)
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- [Credits](#credits)
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- [Appreciate the work?](#appreciate-the-work)
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## Capabilities
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- **Text generation**: Single-turn `generate` with optional streaming and advanced options
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- **Chat**: Multi-turn chat with conversation history and roles
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- **Tool/function calling**: Built-in tool invocation via annotations and tool specs
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- **Reasoning/thinking modes**: Generate and chat with “thinking” outputs where supported
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- **Image inputs (multimodal)**: Generate with images as inputs where models support vision
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- **Embeddings**: Create vector embeddings for text
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- **Async generation**: Fire-and-forget style generation APIs
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- **Custom roles**: Define and use custom chat roles
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- **Model management**: List, pull, create, delete, and get model details
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- **Connectivity utilities**: Server `ping` and process status (`ps`)
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- **Authentication**: Basic auth and bearer token support
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- **Options builder**: Type-safe builder for model parameters and request options
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- **Timeouts**: Configure connect/read/write timeouts
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- **Logging**: Built-in logging hooks for requests and responses
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- **Metrics & Monitoring** 🆕: Built-in Prometheus metrics export for real-time monitoring of requests, model usage, and
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performance. *(Beta feature – feedback/contributions welcome!)* -
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Checkout [ollama4j-examples](https://github.com/ollama4j/ollama4j-examples) repository for details.
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<div align="center">
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<img src='metrics.png' width='100%' alt="ollama4j-icon">
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</div>
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## How does it work?
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```mermaid
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flowchart LR
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o4j[Ollama4j]
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o[Ollama Server]
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o4j -->|Communicates with| o;
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m[Models]
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subgraph Ollama Deployment
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direction TB
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o -->|Manages| m
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end
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```
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## Requirements
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<p align="center">
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<img src="https://img.shields.io/badge/Java-11%2B-green.svg?style=for-the-badge&labelColor=gray&label=Java&color=orange" alt="Java"/>
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<a href="https://ollama.com/" target="_blank">
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<img src="https://img.shields.io/badge/Ollama-0.11.10+-blue.svg?style=for-the-badge&labelColor=gray&label=Ollama&color=blue" alt="Ollama"/>
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</a>
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</p>
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## Installation
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> [!NOTE]
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> We are now publishing the artifacts to both Maven Central and GitHub package repositories.
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>
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> Track the releases [here](https://github.com/ollama4j/ollama4j/releases) and update the dependency version
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> according to your requirements.
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### For Maven
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#### Using [Maven Central](https://central.sonatype.com/)
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[![][ollama4j-mvn-releases-shield]][ollama4j-mvn-releases-link]
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[ollama4j-mvn-releases-link]: https://central.sonatype.com/artifact/io.github.ollama4j/ollama4j/overview
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[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
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In your Maven project, add this dependency:
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```xml
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<dependency>
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<groupId>io.github.ollama4j</groupId>
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<artifactId>ollama4j</artifactId>
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<version>1.1.0</version>
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</dependency>
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```
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#### Using GitHub's Maven Package Repository
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[![][ollama4j-releases-shield]][ollama4j-releases-link]
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[ollama4j-releases-link]: https://github.com/ollama4j/ollama4j/releases
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[ollama4j-releases-shield]: https://img.shields.io/github/v/release/ollama4j/ollama4j?display_name=release&style=for-the-badge&label=From%20GitHub%20Packages
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1. Add `GitHub Maven Packages` repository to your project's `pom.xml` or your `settings.xml`:
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```xml
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<repositories>
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<repository>
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<id>github</id>
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<name>GitHub Apache Maven Packages</name>
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<url>https://maven.pkg.github.com/ollama4j/ollama4j</url>
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<releases>
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<enabled>true</enabled>
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</releases>
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<snapshots>
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<enabled>true</enabled>
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</snapshots>
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</repository>
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</repositories>
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```
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2. Add `GitHub` server to settings.xml. (Usually available at ~/.m2/settings.xml)
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```xml
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<settings xmlns="http://maven.apache.org/SETTINGS/1.0.0"
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xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
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xsi:schemaLocation="http://maven.apache.org/SETTINGS/1.0.0
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http://maven.apache.org/xsd/settings-1.0.0.xsd">
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<servers>
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<server>
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<id>github</id>
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<username>YOUR-USERNAME</username>
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<password>YOUR-TOKEN</password>
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</server>
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</servers>
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</settings>
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```
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3. In your Maven project, add this dependency:
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```xml
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<dependency>
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<groupId>io.github.ollama4j</groupId>
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<artifactId>ollama4j</artifactId>
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<version>1.1.0</version>
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</dependency>
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```
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### For Gradle
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1. Add the dependency
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```groovy
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dependencies {
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implementation 'io.github.ollama4j:ollama4j:1.1.0'
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}
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```
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[//]: # (Latest release:)
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[//]: # ()
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[//]: # ()
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[//]: # ()
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[//]: # ([![][lib-shield]][lib])
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[lib]: https://central.sonatype.com/artifact/io.github.ollama4j/ollama4j
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[lib-shield]: https://img.shields.io/badge/ollama4j-get_latest_version-blue.svg?style=just-the-message&labelColor=gray
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#### API Spec
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> [!TIP]
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> Find the full API specifications on the [website](https://ollama4j.github.io/ollama4j/).
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## Examples
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For practical examples and usage patterns of the Ollama4j library, check out
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the [ollama4j-examples](https://github.com/ollama4j/ollama4j-examples) repository.
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## Development
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Make sure you have `pre-commit` installed.
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With `brew`:
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```shell
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brew install pre-commit
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```
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With `pip`:
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```shell
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pip install pre-commit
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```
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#### Setup dev environment
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> **Note**
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> If you're on Windows, install [Chocolatey Package Manager for Windows](https://chocolatey.org/install) and then
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> install `make` by running `choco install make`. Just a little tip - run the command with administrator privileges if
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> installation faiils.
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```shell
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make dev
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```
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#### Build
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```shell
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make build
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```
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#### Run unit tests
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```shell
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make unit-tests
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```
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#### Run integration tests
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Make sure you have Docker running as this uses [testcontainers](https://testcontainers.com/) to run the integration
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tests on Ollama Docker container.
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```shell
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make integration-tests
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```
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### Releases
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Newer artifacts are published via GitHub Actions CI workflow when a new release is created from `main` branch.
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## Get Involved
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<div align="center">
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<a href=""></a>
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<a href=""></a>
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<a href=""></a>
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<a href=""></a>
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<a href=""></a>
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</div>
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Contributions are most welcome! Whether it's reporting a bug, proposing an enhancement, or helping
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with code - any sort of contribution is much appreciated.
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<div style="font-size: 15px; font-weight: bold; padding-top: 10px; padding-bottom: 10px; border: 1px solid" align="center">
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If you like or are use this project, please give us a ⭐. It's a free way to show your support.
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</div>
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## Who's using Ollama4j?
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| # | Project Name | Description | Link |
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|----|-------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
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| 1 | Datafaker | A library to generate fake data | [GitHub](https://github.com/datafaker-net/datafaker-experimental/tree/main/ollama-api) |
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| 2 | Vaadin Web UI | UI-Tester for interactions with Ollama via ollama4j | [GitHub](https://github.com/TEAMPB/ollama4j-vaadin-ui) |
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| 3 | ollama-translator | A Minecraft 1.20.6 Spigot plugin that translates all messages into a specific target language via Ollama | [GitHub](https://github.com/liebki/ollama-translator) |
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| 4 | AI Player | A Minecraft mod that adds an intelligent "second player" to the game | [Website](https://modrinth.com/mod/ai-player), [GitHub](https://github.com/shasankp000/AI-Player), <br/> [Reddit Thread](https://www.reddit.com/r/fabricmc/comments/1e65x5s/comment/ldr2vcf/) |
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| 5 | Ollama4j Web UI | A web UI for Ollama written in Java using Spring Boot, Vaadin, and Ollama4j | [GitHub](https://github.com/ollama4j/ollama4j-web-ui) |
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| 6 | JnsCLI | A command-line tool for Jenkins that manages jobs, builds, and configurations, with AI-powered error analysis | [GitHub](https://github.com/mirum8/jnscli) |
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| 7 | Katie Backend | An open-source AI-based question-answering platform for accessing private domain knowledge | [GitHub](https://github.com/wyona/katie-backend) |
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| 8 | TeleLlama3 Bot | A question-answering Telegram bot | [Repo](https://git.hiast.edu.sy/mohamadbashar.disoki/telellama3-bot) |
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| 9 | moqui-wechat | A moqui-wechat component | [GitHub](https://github.com/heguangyong/moqui-wechat) |
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| 10 | B4X | A set of simple and powerful RAD tool for Desktop and Server development | [Website](https://www.b4x.com/android/forum/threads/ollama4j-library-pnd_ollama4j-your-local-offline-llm-like-chatgpt.165003/) |
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| 11 | Research Article | Article: `Large language model based mutations in genetic improvement` - published on National Library of Medicine (National Center for Biotechnology Information) | [Website](https://pmc.ncbi.nlm.nih.gov/articles/PMC11750896/) |
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| 12 | renaime | A LLaVa powered tool that automatically renames image files having messy file names. | [Website](https://devpost.com/software/renaime) |
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## Growth
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<p align="center">
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<a href="https://star-history.com/#ollama4j/ollama4j&Date" target="_blank" rel="noopener noreferrer">
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<img
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src="https://api.star-history.com/svg?repos=ollama4j/ollama4j&type=Date"
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alt="Star History Chart"
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/>
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</a>
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</p>
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[//]: # ()
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[//]: # ()
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[//]: # ()
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[//]: # ()
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[//]: # ()
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### References
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- [Ollama REST APIs](https://github.com/jmorganca/ollama/blob/main/docs/api.md)
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### Credits
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The nomenclature and the icon have been adopted from the incredible [Ollama](https://ollama.ai/)
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project.
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**Thanks to the amazing contributors**
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<p align="center">
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<a href="https://github.com/ollama4j/ollama4j/graphs/contributors">
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<img src="https://contrib.rocks/image?repo=ollama4j/ollama4j" alt=""/>
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</a>
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</p>
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### Appreciate the work?
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<p align="center">
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<a href="https://www.buymeacoffee.com/amithkoujalgi" target="_blank"><img src="https://cdn.buymeacoffee.com/buttons/v2/default-yellow.png" alt="Buy Me A Coffee" style="height: 60px !important;width: 217px !important;" ></a>
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</p>
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