Added support for new embed API /api/embed

Add 'tool' role

.github/workflows/gh-mvn-publish.yml

@@ -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 }}

.github/workflows/maven-publish.yml

@@ -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

.gitignore

@@ -37,6 +37,8 @@ build/
 ### Mac OS ###
 .DS_Store
 /.idea/
-/src/main/java/io/github/amithkoujalgi/ollama4j/core/localtests/
 pom.xml.*
 release.properties
+!.idea/icon.svg
+
+src/main/java/io/github/ollama4j/localtests

.idea/icon.svg

@@ -0,0 +1,18 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<svg version="1.1" viewBox="0 0 1478 2048" width="1280" height="1280" xmlns="http://www.w3.org/2000/svg">
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+</svg>

CODE_OF_CONDUCT.md

@@ -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.

Makefile

@@ -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:

README.md

@@ -1,46 +1,52 @@
-<div style="text-align: center">
-
 ### Ollama4j
 
-<img src='https://raw.githubusercontent.com/amithkoujalgi/ollama4j/65a9d526150da8fcd98e2af6a164f055572bf722/ollama4j.jpeg' width='100' alt="ollama4j-icon">
+<p align="center">
+  <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.
+<div align="center">
+A Java library (wrapper/binding) for Ollama server.
 
-Find more details on the [website](https://amithkoujalgi.github.io/ollama4j/).
+Find more details on the [website](https://ollama4j.github.io/ollama4j/).
 
-![GitHub stars](https://img.shields.io/github/stars/amithkoujalgi/ollama4j)
-![GitHub forks](https://img.shields.io/github/forks/amithkoujalgi/ollama4j)
-![GitHub watchers](https://img.shields.io/github/watchers/amithkoujalgi/ollama4j)
-![Contributors](https://img.shields.io/github/contributors/amithkoujalgi/ollama4j)
-![GitHub License](https://img.shields.io/github/license/amithkoujalgi/ollama4j)
 
-![GitHub repo size](https://img.shields.io/github/repo-size/amithkoujalgi/ollama4j)
-![GitHub top language](https://img.shields.io/github/languages/top/amithkoujalgi/ollama4j)
-![GitHub last commit](https://img.shields.io/github/last-commit/amithkoujalgi/ollama4j?color=green)
-[![codecov](https://codecov.io/gh/amithkoujalgi/ollama4j/graph/badge.svg?token=U0TE7BGP8L)](https://codecov.io/gh/amithkoujalgi/ollama4j)
+![GitHub stars](https://img.shields.io/github/stars/ollama4j/ollama4j)
+![GitHub forks](https://img.shields.io/github/forks/ollama4j/ollama4j)
+![GitHub watchers](https://img.shields.io/github/watchers/ollama4j/ollama4j)
+![Contributors](https://img.shields.io/github/contributors/ollama4j/ollama4j?style=social)
+![GitHub License](https://img.shields.io/github/license/ollama4j/ollama4j)
 
-![GitHub Issues or Pull Requests](https://img.shields.io/github/issues-raw/amithkoujalgi/ollama4j)
-![GitHub Issues or Pull Requests](https://img.shields.io/github/issues-closed-raw/amithkoujalgi/ollama4j)
-![GitHub Issues or Pull Requests](https://img.shields.io/github/issues-pr-raw/amithkoujalgi/ollama4j)
-![GitHub Issues or Pull Requests](https://img.shields.io/github/issues-pr-closed-raw/amithkoujalgi/ollama4j)
-![GitHub Discussions](https://img.shields.io/github/discussions/amithkoujalgi/ollama4j)
 
-![Build Status](https://github.com/amithkoujalgi/ollama4j/actions/workflows/maven-publish.yml/badge.svg)
+[//]: # (![GitHub repo size]&#40;https://img.shields.io/github/repo-size/ollama4j/ollama4j&#41;)
 
+[//]: # (![GitHub top language]&#40;https://img.shields.io/github/languages/top/ollama4j/ollama4j&#41;)
+
+
+[//]: # (![JitPack Downloads This Month Badge]&#40;https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fjitpack.io%2Fapi%2Fdownloads%2Fio.github.ollama4j%2Follama4j&query=%24.month&label=JitPack%20Downloads%20-%20This%20Month&#41;)
+
+[//]: # (![JitPack Downloads This Week Badge]&#40;https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fjitpack.io%2Fapi%2Fdownloads%2Fio.github.ollama4j%2Follama4j&query=%24.week&label=JitPack%20Downloads%20-%20This%20Week&#41;)
+
+[//]: # (![JitPack Downloads Per Month Badge]&#40;https://jitpack.io/v/ollama4j/ollama4j/month.svg&#41;)
+
+[//]: # (![GitHub Downloads &#40;all assets, all releases&#41;]&#40;https://img.shields.io/github/downloads/ollama4j/ollama4j/total?label=GitHub%20Package%20Downloads&#41;)
+
+![GitHub last commit](https://img.shields.io/github/last-commit/ollama4j/ollama4j?color=green)
+[![codecov](https://codecov.io/gh/ollama4j/ollama4j/graph/badge.svg?token=U0TE7BGP8L)](https://codecov.io/gh/ollama4j/ollama4j)
+![Build Status](https://github.com/ollama4j/ollama4j/actions/workflows/maven-publish.yml/badge.svg)
 
 </div>
 
-[//]: # (![Hits]&#40;https://hits.seeyoufarm.com/api/count/incr/badge.svg?url=https%3A%2F%2Fgithub.com%2Famithkoujalgi%2Follama4j&count_bg=%2379C83D&title_bg=%23555555&icon=&icon_color=%23E7E7E7&title=hits&edge_flat=false&#41;)
+[//]: # (![Hits]&#40;https://hits.seeyoufarm.com/api/count/incr/badge.svg?url=https%3A%2F%2Fgithub.com%2Follama4j%2Follama4j&count_bg=%2379C83D&title_bg=%23555555&icon=&icon_color=%23E7E7E7&title=hits&edge_flat=false&#41;)
 
-[//]: # (![GitHub language count]&#40;https://img.shields.io/github/languages/count/amithkoujalgi/ollama4j&#41;)
+[//]: # (![GitHub language count]&#40;https://img.shields.io/github/languages/count/ollama4j/ollama4j&#41;)
 
 ## 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)
@@ -61,43 +67,106 @@ Find more details on the [website](https://amithkoujalgi.github.io/ollama4j/).
 
 #### Requirements
 
-![Java](https://img.shields.io/badge/Java-11_+-green.svg?style=just-the-message&labelColor=gray)
+![Java](https://img.shields.io/badge/Java-11_+-green.svg?style=for-the-badge&labelColor=gray&label=Java&color=orange)
 
-[![][ollama-shield]][ollama-link] **Or** [![][ollama-docker-shield]][ollama-docker]
 
-[ollama-link]: https://ollama.ai/
+<a href="https://ollama.com/" target="_blank">
+  <img src="https://img.shields.io/badge/v0.3.0-green.svg?style=for-the-badge&labelColor=gray&label=Ollama&color=blue" alt=""/>
+</a>
 
-[ollama-shield]: https://img.shields.io/badge/Ollama-Local_Installation-blue.svg?style=just-the-message&labelColor=gray
+<table>
+<tr>
+<td> 
 
-[ollama-docker]: https://hub.docker.com/r/ollama/ollama
+<a href="https://ollama.ai/" target="_blank">Local Installation</a>
 
-[ollama-docker-shield]: https://img.shields.io/badge/Ollama-Docker-blue.svg?style=just-the-message&labelColor=gray
+</td> 
 
-#### Installation
+<td> 
 
-Check the releases [here](https://github.com/amithkoujalgi/ollama4j/releases) and update the dependency version
-according to your requirements.
+<a href="https://hub.docker.com/r/ollama/ollama" target="_blank">Docker Installation</a>
 
-[![][ollama4j-releases-shield]][ollama4j-releases-link]
+</td>
+</tr>
+<tr>
+<td>
 
-[ollama4j-releases-link]: https://github.com/amithkoujalgi/ollama4j/releases
+<a href="https://ollama.com/download/Ollama-darwin.zip" target="_blank">Download for macOS</a>
 
-[ollama4j-releases-shield]: https://img.shields.io/github/v/release/amithkoujalgi/ollama4j?include_prereleases&display_name=release&style=for-the-badge&label=Latest%20Release
+<a href="https://ollama.com/download/OllamaSetup.exe" target="_blank">Download for Windows</a>
 
-##### For Maven
+Install on Linux
 
-1. In your Maven project, add this dependency:
+```shell 
+curl -fsSL https://ollama.com/install.sh | sh
+```
+
+</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>
+
+## Installation
+
+> [!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.
+
+### For Maven
+
+#### Using [Maven Central](https://central.sonatype.com/)
+
+[![][ollama4j-mvn-releases-shield]][ollama4j-mvn-releases-link]
+
+[ollama4j-mvn-releases-link]: https://central.sonatype.com/artifact/io.github.ollama4j/ollama4j/overview
+
+[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>1.0.79</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
 
@@ -105,7 +174,7 @@ 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>
@@ -116,7 +185,7 @@ 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
 
@@ -134,22 +203,24 @@ 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>1.0.79</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 'io.github.ollama4j:ollama4j:1.0.79'
 }
 ```
 
@@ -157,19 +228,20 @@ dependencies {
 
 [//]: # ()
 
-[//]: # (![Maven Central]&#40;https://img.shields.io/maven-central/v/io.github.amithkoujalgi/ollama4j&#41;)
+[//]: # (![Maven Central]&#40;https://img.shields.io/maven-central/v/io.github.ollama4j/ollama4j&#41;)
 
 [//]: # ()
 
 [//]: # ([![][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
 
@@ -182,21 +254,23 @@ 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?
+## ⭐ Give us a Star!
+If you like or are using this project to build your own, please give us a star. It's a free way to show your support.
+
+## Who's using Ollama4j?
 
 - `Datafaker`: a library to generate fake data
     - https://github.com/datafaker-net/datafaker-experimental/tree/main/ollama-api
@@ -205,43 +279,65 @@ Actions CI workflow.
 - `ollama-translator`: Minecraft 1.20.6 spigot plugin allows to easily break language barriers by using ollama on the
   server to translate all messages into a specfic target language.
     - https://github.com/liebki/ollama-translator
+- `Another Minecraft Mod`: https://www.reddit.com/r/fabricmc/comments/1e65x5s/comment/ldr2vcf/
+- `Ollama4j Web UI`: A web UI for Ollama written in Java using Spring Boot and Vaadin framework and
+  Ollama4j.
+    - https://github.com/ollama4j/ollama4j-web-ui
+- `JnsCLI`: A command-line tool for Jenkins that manages jobs, builds, and configurations directly from the terminal while offering AI-powered error analysis for quick troubleshooting.
+    -  https://github.com/mirum8/jnscli
+- `Katie Backend`: An Open Source AI-based question-answering platform that helps companies and organizations make their private domain knowledge accessible and useful to their employees and customers.
+    - https://github.com/wyona/katie-backend
+- `TeleLlama3 Bot`: A Question-Answering Telegram Bot.
+    - https://git.hiast.edu.sy/mohamadbashar.disoki/telellama3-bot
 
-#### Traction
+## Traction
 
-[![Star History Chart](https://api.star-history.com/svg?repos=amithkoujalgi/ollama4j&type=Date)](https://star-history.com/#amithkoujalgi/ollama4j&Date)
+[![Star History Chart](https://api.star-history.com/svg?repos=ollama4j/ollama4j&type=Date)](https://star-history.com/#ollama4j/ollama4j&Date)
 
-### Areas of improvement
+## Get Involved
 
-- [x] Use Java-naming conventions for attributes in the request/response models instead of the
-  snake-case conventions. (
-  possibly with Jackson-mapper's `@JsonProperty`)
-- [x] Fix deprecated HTTP client code
-- [x] Setup logging
-- [x] Use lombok
-- [x] Update request body creation with Java objects
-- [ ] Async APIs for images
-- [ ] Support for function calling with models like Mistral
-    - [x] generate in sync mode
-    - [ ] generate in async mode
-- [ ] Add custom headers to requests
-- [x] Add additional params for `ask` APIs such as:
-    - [x] `options`: additional model parameters for the Modelfile such as `temperature` -
-      Supported [params](https://github.com/jmorganca/ollama/blob/main/docs/modelfile.md#valid-parameters-and-values).
-    - [x] `system`: system prompt to (overrides what is defined in the Modelfile)
-    - [x] `template`: the full prompt or prompt template (overrides what is defined in the Modelfile)
-    - [x] `context`: the context parameter returned from a previous request, which can be used to keep a
-      short
-      conversational memory
-    - [x] `stream`: Add support for streaming responses from the model
-- [ ] Add test cases
-- [ ] Handle exceptions better (maybe throw more appropriate exceptions)
+<div align="center">
+
+<a href="">![Open Issues](https://img.shields.io/github/issues-raw/ollama4j/ollama4j)</a>
+<a href="">![Closed Issues](https://img.shields.io/github/issues-closed-raw/ollama4j/ollama4j)</a>
+<a href="">![Open PRs](https://img.shields.io/github/issues-pr-raw/ollama4j/ollama4j)</a>
+<a href="">![Closed PRs](https://img.shields.io/github/issues-pr-closed-raw/ollama4j/ollama4j)</a>
+<a href="">![Discussions](https://img.shields.io/github/discussions/ollama4j/ollama4j)</a>
+
+</div>
+
+
+[//]: # (![GitHub Issues or Pull Requests]&#40;https://img.shields.io/github/issues-raw/ollama4j/ollama4j&#41;)
+
+[//]: # (![GitHub Issues or Pull Requests]&#40;https://img.shields.io/github/issues-closed-raw/ollama4j/ollama4j&#41;)
+
+[//]: # (![GitHub Issues or Pull Requests]&#40;https://img.shields.io/github/issues-pr-raw/ollama4j/ollama4j&#41;)
+
+[//]: # (![GitHub Issues or Pull Requests]&#40;https://img.shields.io/github/issues-pr-closed-raw/ollama4j/ollama4j&#41;)
+
+[//]: # (![GitHub Discussions]&#40;https://img.shields.io/github/discussions/ollama4j/ollama4j&#41;)
 
-### Get Involved
 
 Contributions are most welcome! Whether it's reporting a bug, proposing an enhancement, or helping
 with code - any sort
 of contribution is much appreciated.
 
+## 🏷️ License and Citation
+
+The code is available under [MIT License](./LICENSE).
+
+If you find this project helpful in your research, please cite this work at
+
+```
+@misc{ollama4j2024,
+    author       = {Amith Koujalgi},
+    title        = {Ollama4j: A Java Library (Wrapper/Binding) for Ollama Server},
+    year         = {2024},
+    month        = {January},
+    url          = {https://github.com/ollama4j/ollama4j}
+}
+```
+
 ### References
 
 - [Ollama REST APIs](https://github.com/jmorganca/ollama/blob/main/docs/api.md)
@@ -251,19 +347,16 @@ of contribution is much appreciated.
 The nomenclature and the icon have been adopted from the incredible [Ollama](https://ollama.ai/)
 project.
 
-
-<div style="text-align: center">
-
 **Thanks to the amazing contributors**
 
-<a href="https://github.com/amithkoujalgi/ollama4j/graphs/contributors">
-  <img src="https://contrib.rocks/image?repo=amithkoujalgi/ollama4j" />
-</a>
+<p align="center">
+  <a href="https://github.com/ollama4j/ollama4j/graphs/contributors">
+    <img src="https://contrib.rocks/image?repo=ollama4j/ollama4j"  alt=""/>
+  </a>
+</p>
 
 ### Appreciate my work?
 
-<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>
-
-
-</div>
-
+<p align="center">
+  <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>
+</p>

docs/blog/2023-12-22-release-post.md

@@ -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).
 

docs/docs/apis-extras/basic-auth.md

@@ -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) {

docs/docs/apis-extras/options-builder.md

@@ -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 {
 

docs/docs/apis-extras/ping.md

@@ -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) {

docs/docs/apis-extras/ps.md

@@ -0,0 +1,30 @@
+---
+sidebar_position: 4
+---
+
+# PS
+
+This API provides a list of running models and details about each model currently loaded into memory.
+
+This API corresponds to the [PS](https://github.com/ollama/ollama/blob/main/docs/api.md#list-running-models) API.
+
+```java
+package io.github.ollama4j.localtests;
+
+import io.github.ollama4j.OllamaAPI;
+import io.github.ollama4j.exceptions.OllamaBaseException;
+import io.github.ollama4j.models.ps.ModelsProcessResponse;
+
+import java.io.IOException;
+
+public class Main {
+    public static void main(String[] args) {
+
+        OllamaAPI ollamaAPI = new OllamaAPI("http://localhost:11434");
+
+        ModelsProcessResponse response = ollamaAPI.ps();
+
+        System.out.println(response);
+    }
+}
+```

docs/docs/apis-extras/request-timeout.md

@@ -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) {

docs/docs/apis-extras/verbosity.md

@@ -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) {

docs/docs/apis-generate/chat.md

@@ -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.OllamaChatRequest;
+import io.github.ollama4j.models.chat.OllamaChatResult;
+import io.github.ollama4j.types.OllamaModelType;
+
 public class Main {
 
     public static void main(String[] args) {
@@ -20,7 +27,7 @@ public class Main {
         OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(OllamaModelType.LLAMA2);
 
         // create first user question
-        OllamaChatRequestModel requestModel = builder.withMessage(OllamaChatMessageRole.USER, "What is the capital of France?")
+        OllamaChatRequest requestModel = builder.withMessage(OllamaChatMessageRole.USER, "What is the capital of France?")
                 .build();
 
         // start conversation with model
@@ -75,9 +82,44 @@ You will get a response similar to:
 ]
 ```
 
+## Conversational loop
+
+```java
+public class Main {
+
+    public static void main(String[] args) {
+
+        OllamaAPI ollamaAPI = new OllamaAPI();
+        ollamaAPI.setRequestTimeoutSeconds(60);
+
+        OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance("<your-model>");
+
+        OllamaChatRequest requestModel = builder.withMessage(OllamaChatMessageRole.USER, "<your-first-message>").build();
+        OllamaChatResult initialChatResult = ollamaAPI.chat(requestModel);
+        System.out.println(initialChatResult.getResponse());
+
+        List<OllamaChatMessage> history = initialChatResult.getChatHistory();
+
+        while (true) {
+            OllamaChatResult chatResult = ollamaAPI.chat(builder.withMessages(history).withMessage(OllamaChatMessageRole.USER, "<your-new-message").build());
+            System.out.println(chatResult.getResponse());
+            history = chatResult.getChatHistory();
+        }
+    }
+}
+```
+
 ## 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.OllamaChatRequest;
+import io.github.ollama4j.models.chat.OllamaChatRequestBuilder;
+import io.github.ollama4j.models.chat.OllamaChatResult;
+import io.github.ollama4j.models.generate.OllamaStreamHandler;
+
+
 public class Main {
 
     public static void main(String[] args) {
@@ -86,7 +128,7 @@ public class Main {
 
         OllamaAPI ollamaAPI = new OllamaAPI(host);
         OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(config.getModel());
-        OllamaChatRequestModel requestModel = builder.withMessage(OllamaChatMessageRole.USER,
+        OllamaChatRequest requestModel = builder.withMessage(OllamaChatMessageRole.USER,
                         "What is the capital of France? And what's France's connection with Mona Lisa?")
                 .build();
 
@@ -113,7 +155,13 @@ 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.OllamaChatRequest;
+import io.github.ollama4j.models.generate.OllamaStreamHandler;
+import io.github.ollama4j.types.OllamaModelType;
 
 public class Main {
     public static void main(String[] args) throws Exception {
@@ -121,7 +169,7 @@ public class Main {
         OllamaAPI ollamaAPI = new OllamaAPI(host);
 
         OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(OllamaModelType.LLAMA2);
-        OllamaChatRequestModel requestModel = builder.withMessage(OllamaChatMessageRole.USER, "List all cricket world cup teams of 2019. Name the teams!")
+        OllamaChatRequest requestModel = builder.withMessage(OllamaChatMessageRole.USER, "List all cricket world cup teams of 2019. Name the teams!")
                 .build();
         OllamaStreamHandler streamHandler = new ConsoleOutputStreamHandler();
         ollamaAPI.chat(requestModel, streamHandler);
@@ -132,6 +180,14 @@ 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.OllamaChatRequest;
+import io.github.ollama4j.models.chat.OllamaChatResult;
+import io.github.ollama4j.types.OllamaModelType;
+
+
 public class Main {
 
     public static void main(String[] args) {
@@ -142,7 +198,7 @@ public class Main {
         OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(OllamaModelType.LLAMA2);
 
         // create request with system-prompt (overriding the model defaults) and user question
-        OllamaChatRequestModel requestModel = builder.withMessage(OllamaChatMessageRole.SYSTEM, "You are a silent bot that only says 'NI'. Do not say anything else under any circumstances!")
+        OllamaChatRequest requestModel = builder.withMessage(OllamaChatMessageRole.SYSTEM, "You are a silent bot that only says 'NI'. Do not say anything else under any circumstances!")
                 .withMessage(OllamaChatMessageRole.USER, "What is the capital of France? And what's France's connection with Mona Lisa?")
                 .build();
 
@@ -162,6 +218,16 @@ 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.OllamaChatRequest;
+import io.github.ollama4j.models.chat.OllamaChatRequestBuilder;
+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) {
@@ -172,9 +238,10 @@ public class Main {
         OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(OllamaModelType.LLAVA);
 
         // Load Image from File and attach to user message (alternatively images could also be added via URL)
-        OllamaChatRequestModel requestModel =
+        OllamaChatRequest 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());

docs/docs/apis-generate/generate-async.md

@@ -1,42 +1,48 @@
 ---
-sidebar_position: 3
+sidebar_position: 2
 ---
 
 # Generate - Async
 
 This API lets you ask questions to the LLMs in a asynchronous way.
-These APIs correlate to
-the [completion](https://github.com/jmorganca/ollama/blob/main/docs/api.md#generate-a-completion) APIs.
+This is particularly helpful when you want to issue a generate request to the LLM and collect the response in the
+background (such as threads) without blocking your code until the response arrives from the model.
+
+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.response.OllamaAsyncResultStreamer;
+import io.github.ollama4j.types.OllamaModelType;
+
 public class Main {
 
-    public static void main(String[] args) {
-
+    public static void main(String[] args) throws Exception {
         String host = "http://localhost:11434/";
-
         OllamaAPI ollamaAPI = new OllamaAPI(host);
+        ollamaAPI.setRequestTimeoutSeconds(60);
+        String prompt = "List all cricket world cup teams of 2019.";
+        OllamaAsyncResultStreamer streamer = ollamaAPI.generateAsync(OllamaModelType.LLAMA3, prompt, false);
 
-        String prompt = "Who are you?";
+        // Set the poll interval according to your needs. 
+        // Smaller the poll interval, more frequently you receive the tokens.
+        int pollIntervalMilliseconds = 1000;
 
-        OllamaAsyncResultCallback callback = ollamaAPI.generateAsync(OllamaModelType.LLAMA2, prompt);
-
-        while (!callback.isComplete() || !callback.getStream().isEmpty()) {
-            // poll for data from the response stream
-            String result = callback.getStream().poll();
-            if (result != null) {
-                System.out.print(result);
+        while (true) {
+            String tokens = streamer.getStream().poll();
+            System.out.print(tokens);
+            if (!streamer.isAlive()) {
+                break;
             }
-            Thread.sleep(100);
+            Thread.sleep(pollIntervalMilliseconds);
         }
+
+        System.out.println("\n------------------------");
+        System.out.println("Complete Response:");
+        System.out.println("------------------------");
+
+        System.out.println(streamer.getCompleteResponse());
     }
 }
 ```
-
-You will get a response similar to:
-
-> I am LLaMA, an AI assistant developed by Meta AI that can understand and respond to human input in a conversational
-> manner. I am trained on a massive dataset of text from the internet and can generate human-like responses to a wide
-> range of topics and questions. I can be used to create chatbots, virtual assistants, and other applications that
-> require
-> natural language understanding and generation capabilities.

docs/docs/apis-generate/generate-embeddings.md

@@ -8,10 +8,87 @@ Generate embeddings from a model.
 
 Parameters:
 
+- `model`: name of model to generate embeddings from
+- `input`: text/s to generate embeddings for
+
+```java
+import io.github.ollama4j.OllamaAPI;
+import io.github.ollama4j.types.OllamaModelType;
+import io.github.ollama4j.models.embeddings.OllamaEmbedRequestModel;
+import io.github.ollama4j.models.embeddings.OllamaEmbedResponseModel;
+import java.util.Arrays;
+import java.util.Collections;
+import java.util.List;
+
+public class Main {
+
+    public static void main(String[] args) {
+
+        String host = "http://localhost:11434/";
+
+        OllamaAPI ollamaAPI = new OllamaAPI(host);
+
+        OllamaEmbedResponseModel embeddings = ollamaAPI.embed("all-minilm", Arrays.asList("Why is the sky blue?", "Why is the grass green?"));
+
+        System.out.println(embeddings);
+    }
+}
+```
+
+Or, using the `OllamaEmbedResponseModel`:
+
+```java
+import io.github.ollama4j.OllamaAPI;
+import io.github.ollama4j.types.OllamaModelType;
+import io.github.ollama4j.models.embeddings.OllamaEmbedRequestModel;
+import io.github.ollama4j.models.embeddings.OllamaEmbedResponseModel;import java.util.Arrays;
+import java.util.Collections;
+import java.util.List;
+
+public class Main {
+
+    public static void main(String[] args) {
+
+        String host = "http://localhost:11434/";
+
+        OllamaAPI ollamaAPI = new OllamaAPI(host);
+
+        OllamaEmbedResponseModel embeddings = ollamaAPI.embed(new OllamaEmbedRequestModel("all-minilm", Arrays.asList("Why is the sky blue?", "Why is the grass green?")));
+
+        System.out.println(embeddings);
+    }
+}
+```
+
+You will get a response similar to:
+
+```json
+{
+    "model": "all-minilm",
+    "embeddings": [[-0.034674067, 0.030984823, 0.0067988685]],
+    "total_duration": 14173700,
+    "load_duration": 1198800,
+    "prompt_eval_count": 2
+}
+````
+
+:::note
+
+This is a deprecated API
+
+:::
+
+Parameters:
+
 - `model`: name of model to generate embeddings from
 - `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) {
@@ -36,11 +113,6 @@ You will get a response similar to:
     0.009260174818336964,
     0.23178744316101074,
     -0.2916173040866852,
-    -0.8924556970596313,
-    0.8785552978515625,
-    -0.34576427936553955,
-    0.5742510557174683,
-    -0.04222835972905159,
-    -0.137906014919281
+    -0.8924556970596313
 ]
 ```

docs/docs/apis-generate/generate-with-image-files.md

@@ -5,8 +5,8 @@ sidebar_position: 4
 # Generate - With Image Files
 
 This API lets you ask questions along with the image files to the LLMs.
-These APIs correlate to
-the [completion](https://github.com/jmorganca/ollama/blob/main/docs/api.md#generate-a-completion) APIs.
+This API corresponds to
+the [completion](https://github.com/jmorganca/ollama/blob/main/docs/api.md#generate-a-completion) API.
 
 :::note
 
@@ -22,6 +22,14 @@ If you have this image downloaded and you pass the path to the downloaded image
 ![Img](https://t3.ftcdn.net/jpg/02/96/63/80/360_F_296638053_0gUVA4WVBKceGsIr7LNqRWSnkusi07dq.jpg)
 
 ```java
+import io.github.ollama4j.OllamaAPI;
+import io.github.ollama4j.models.response.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 +40,9 @@ 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());
     }
 }

docs/docs/apis-generate/generate-with-image-urls.md

@@ -5,8 +5,8 @@ sidebar_position: 5
 # Generate - With Image URLs
 
 This API lets you ask questions along with the image files to the LLMs.
-These APIs correlate to
-the [completion](https://github.com/jmorganca/ollama/blob/main/docs/api.md#generate-a-completion) APIs.
+This API corresponds to
+the [completion](https://github.com/jmorganca/ollama/blob/main/docs/api.md#generate-a-completion) API.
 
 :::note
 
@@ -22,6 +22,13 @@ Passing the link of this image the following code:
 ![Img](https://t3.ftcdn.net/jpg/02/96/63/80/360_F_296638053_0gUVA4WVBKceGsIr7LNqRWSnkusi07dq.jpg)
 
 ```java
+import io.github.ollama4j.OllamaAPI;
+import io.github.ollama4j.models.response.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 +39,9 @@ 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());
     }
 }

docs/docs/apis-generate/generate-with-tools.md

@@ -1,12 +1,12 @@
 ---
-sidebar_position: 2
+sidebar_position: 3
 ---
 
 # Generate - With Tools
 
 This API lets you perform [function calling](https://docs.mistral.ai/capabilities/function_calling/) using LLMs in a
 synchronous way.
-This API correlates to
+This API corresponds to
 the [generate](https://github.com/ollama/ollama/blob/main/docs/api.md#request-raw-mode) API with `raw` mode.
 
 :::note
@@ -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:

docs/docs/apis-generate/generate.md

@@ -5,8 +5,8 @@ sidebar_position: 1
 # Generate - Sync
 
 This API lets you ask questions to the LLMs in a synchronous way.
-These APIs correlate to
-the [completion](https://github.com/jmorganca/ollama/blob/main/docs/api.md#generate-a-completion) APIs.
+This API corresponds to
+the [completion](https://github.com/jmorganca/ollama/blob/main/docs/api.md#generate-a-completion) API.
 
 Use the `OptionBuilder` to build the `Options` object
 with [extra parameters](https://github.com/jmorganca/ollama/blob/main/docs/modelfile.md#valid-parameters-and-values).
@@ -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.response.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.response.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.response.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.response.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:

docs/docs/apis-generate/prompt-builder.md

@@ -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.response.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());
     }
 }

docs/docs/apis-model-management/create-model.md

@@ -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) {

docs/docs/apis-model-management/delete-model.md

@@ -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) {

docs/docs/apis-model-management/get-model-details.md

@@ -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.response.ModelDetail;
+import io.github.ollama4j.types.OllamaModelType;
+
 public class Main {
 
     public static void main(String[] args) {

docs/docs/apis-model-management/list-models.md

@@ -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.response.Model;
+
+import java.util.List;
+
 public class ListModels {
 
     public static void main(String[] args) {

docs/docs/apis-model-management/pull-model.md

@@ -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) {

docs/docs/intro.md

@@ -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 +116,26 @@ 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) {
+        OllamaAPI ollamaAPI = new OllamaAPI();
+
+        boolean isOllamaServerReachable = ollamaAPI.ping();
+
+        System.out.println("Is Ollama server running: " + isOllamaServerReachable);
+    }
+}
+```
+This uses the default Ollama host as `http://localhost:11434`.
+
+Specify a different Ollama host that you want to connect to.
+
+```java
+import io.github.ollama4j.OllamaAPI;
+
 public class OllamaAPITest {
 
     public static void main(String[] args) {
@@ -127,7 +147,7 @@ public class OllamaAPITest {
 
         boolean isOllamaServerReachable = ollamaAPI.ping();
 
-        System.out.println("Is Ollama server alive: " + isOllamaServerReachable);
+        System.out.println("Is Ollama server running: " + isOllamaServerReachable);
     }
 }
 ```

docs/docusaurus.config.js

@@ -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',
@@ -46,18 +46,22 @@ 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',
                 },
+                gtag: {
+                    trackingID: 'G-G7FLH6FNDC',
+                    anonymizeIP: false,
+                },
             }),
         ],
     ],
@@ -80,11 +84,11 @@ 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 +128,7 @@ const config = {
                             },
                             {
                                 label: 'GitHub',
-                                href: 'https://github.com/amithkoujalgi/ollama4j',
+                                href: 'https://github.com/ollama4j/ollama4j',
                             },
                         ],
                     },

docs/package-lock.json

@@ -9,6 +9,7 @@
       "version": "0.0.0",
       "dependencies": {
         "@docusaurus/core": "^3.4.0",
+        "@docusaurus/plugin-google-gtag": "^3.4.0",
         "@docusaurus/preset-classic": "^3.4.0",
         "@docusaurus/theme-mermaid": "^3.4.0",
         "@mdx-js/react": "^3.0.0",
@@ -3382,24 +3383,6 @@
         "@types/ms": "*"
       }
     },
-    "node_modules/@types/eslint": {
-      "version": "8.56.0",
-      "resolved": "https://registry.npmjs.org/@types/eslint/-/eslint-8.56.0.tgz",
-      "integrity": "sha512-FlsN0p4FhuYRjIxpbdXovvHQhtlG05O1GG/RNWvdAxTboR438IOTwmrY/vLA+Xfgg06BTkP045M3vpFwTMv1dg==",
-      "dependencies": {
-        "@types/estree": "*",
-        "@types/json-schema": "*"
-      }
-    },
-    "node_modules/@types/eslint-scope": {
-      "version": "3.7.7",
-      "resolved": "https://registry.npmjs.org/@types/eslint-scope/-/eslint-scope-3.7.7.tgz",
-      "integrity": "sha512-MzMFlSLBqNF2gcHWO0G1vP/YQyfvrxZ0bF+u7mzUdZ1/xK4A4sru+nraZz5i3iEIk1l1uyicaDVTB4QbbEkAYg==",
-      "dependencies": {
-        "@types/eslint": "*",
-        "@types/estree": "*"
-      }
-    },
     "node_modules/@types/estree": {
       "version": "1.0.5",
       "resolved": "https://registry.npmjs.org/@types/estree/-/estree-1.0.5.tgz",
@@ -3690,9 +3673,10 @@
       "integrity": "sha512-zuVdFrMJiuCDQUMCzQaD6KL28MjnqqN8XnAqiEq9PNm/hCPTSGfrXCOfwj1ow4LFb/tNymJPwsNbVePc1xFqrQ=="
     },
     "node_modules/@webassemblyjs/ast": {
-      "version": "1.11.6",
-      "resolved": "https://registry.npmjs.org/@webassemblyjs/ast/-/ast-1.11.6.tgz",
-      "integrity": "sha512-IN1xI7PwOvLPgjcf180gC1bqn3q/QaOCwYUahIOhbYUu8KA/3tw2RT/T0Gidi1l7Hhj5D/INhJxiICObqpMu4Q==",
+      "version": "1.12.1",
+      "resolved": "https://registry.npmjs.org/@webassemblyjs/ast/-/ast-1.12.1.tgz",
+      "integrity": "sha512-EKfMUOPRRUTy5UII4qJDGPpqfwjOmZ5jeGFwid9mnoqIFK+e0vqoi1qH56JpmZSzEL53jKnNzScdmftJyG5xWg==",
+      "license": "MIT",
       "dependencies": {
         "@webassemblyjs/helper-numbers": "1.11.6",
         "@webassemblyjs/helper-wasm-bytecode": "1.11.6"
@@ -3701,22 +3685,26 @@
     "node_modules/@webassemblyjs/floating-point-hex-parser": {
       "version": "1.11.6",
       "resolved": "https://registry.npmjs.org/@webassemblyjs/floating-point-hex-parser/-/floating-point-hex-parser-1.11.6.tgz",
-      "integrity": "sha512-ejAj9hfRJ2XMsNHk/v6Fu2dGS+i4UaXBXGemOfQ/JfQ6mdQg/WXtwleQRLLS4OvfDhv8rYnVwH27YJLMyYsxhw=="
+      "integrity": "sha512-ejAj9hfRJ2XMsNHk/v6Fu2dGS+i4UaXBXGemOfQ/JfQ6mdQg/WXtwleQRLLS4OvfDhv8rYnVwH27YJLMyYsxhw==",
+      "license": "MIT"
     },
     "node_modules/@webassemblyjs/helper-api-error": {
       "version": "1.11.6",
       "resolved": "https://registry.npmjs.org/@webassemblyjs/helper-api-error/-/helper-api-error-1.11.6.tgz",
-      "integrity": "sha512-o0YkoP4pVu4rN8aTJgAyj9hC2Sv5UlkzCHhxqWj8butaLvnpdc2jOwh4ewE6CX0txSfLn/UYaV/pheS2Txg//Q=="
+      "integrity": "sha512-o0YkoP4pVu4rN8aTJgAyj9hC2Sv5UlkzCHhxqWj8butaLvnpdc2jOwh4ewE6CX0txSfLn/UYaV/pheS2Txg//Q==",
+      "license": "MIT"
     },
     "node_modules/@webassemblyjs/helper-buffer": {
-      "version": "1.11.6",
-      "resolved": "https://registry.npmjs.org/@webassemblyjs/helper-buffer/-/helper-buffer-1.11.6.tgz",
-      "integrity": "sha512-z3nFzdcp1mb8nEOFFk8DrYLpHvhKC3grJD2ardfKOzmbmJvEf/tPIqCY+sNcwZIY8ZD7IkB2l7/pqhUhqm7hLA=="
+      "version": "1.12.1",
+      "resolved": "https://registry.npmjs.org/@webassemblyjs/helper-buffer/-/helper-buffer-1.12.1.tgz",
+      "integrity": "sha512-nzJwQw99DNDKr9BVCOZcLuJJUlqkJh+kVzVl6Fmq/tI5ZtEyWT1KZMyOXltXLZJmDtvLCDgwsyrkohEtopTXCw==",
+      "license": "MIT"
     },
     "node_modules/@webassemblyjs/helper-numbers": {
       "version": "1.11.6",
       "resolved": "https://registry.npmjs.org/@webassemblyjs/helper-numbers/-/helper-numbers-1.11.6.tgz",
       "integrity": "sha512-vUIhZ8LZoIWHBohiEObxVm6hwP034jwmc9kuq5GdHZH0wiLVLIPcMCdpJzG4C11cHoQ25TFIQj9kaVADVX7N3g==",
+      "license": "MIT",
       "dependencies": {
         "@webassemblyjs/floating-point-hex-parser": "1.11.6",
         "@webassemblyjs/helper-api-error": "1.11.6",
@@ -3726,23 +3714,26 @@
     "node_modules/@webassemblyjs/helper-wasm-bytecode": {
       "version": "1.11.6",
       "resolved": "https://registry.npmjs.org/@webassemblyjs/helper-wasm-bytecode/-/helper-wasm-bytecode-1.11.6.tgz",
-      "integrity": "sha512-sFFHKwcmBprO9e7Icf0+gddyWYDViL8bpPjJJl0WHxCdETktXdmtWLGVzoHbqUcY4Be1LkNfwTmXOJUFZYSJdA=="
+      "integrity": "sha512-sFFHKwcmBprO9e7Icf0+gddyWYDViL8bpPjJJl0WHxCdETktXdmtWLGVzoHbqUcY4Be1LkNfwTmXOJUFZYSJdA==",
+      "license": "MIT"
     },
     "node_modules/@webassemblyjs/helper-wasm-section": {
-      "version": "1.11.6",
-      "resolved": "https://registry.npmjs.org/@webassemblyjs/helper-wasm-section/-/helper-wasm-section-1.11.6.tgz",
-      "integrity": "sha512-LPpZbSOwTpEC2cgn4hTydySy1Ke+XEu+ETXuoyvuyezHO3Kjdu90KK95Sh9xTbmjrCsUwvWwCOQQNta37VrS9g==",
+      "version": "1.12.1",
+      "resolved": "https://registry.npmjs.org/@webassemblyjs/helper-wasm-section/-/helper-wasm-section-1.12.1.tgz",
+      "integrity": "sha512-Jif4vfB6FJlUlSbgEMHUyk1j234GTNG9dBJ4XJdOySoj518Xj0oGsNi59cUQF4RRMS9ouBUxDDdyBVfPTypa5g==",
+      "license": "MIT",
       "dependencies": {
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+      "version": "7.5.10",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-7.5.10.tgz",
+      "integrity": "sha512-+dbF1tHwZpXcbOJdVOkzLDxZP1ailvSxM6ZweXTegylPny803bFhA+vqBYw4s31NSAk4S2Qz+AKXK9a4wkdjcQ==",
+      "license": "MIT",
       "engines": {
         "node": ">=8.3.0"
       },

docs/package.json

@@ -15,6 +15,7 @@
   },
   "dependencies": {
     "@docusaurus/core": "^3.4.0",
+    "@docusaurus/plugin-google-gtag": "^3.4.0",
     "@docusaurus/preset-classic": "^3.4.0",
     "@docusaurus/theme-mermaid": "^3.4.0",
     "@mdx-js/react": "^3.0.0",

docs/src/components/BuyMeACoffee/index.js

@@ -0,0 +1,41 @@
+import React from "react";
+
+class BuyMeACoffee extends React.Component {
+  constructor(props) {
+    super(props)
+    let script = document.createElement("script");
+    script.src = 'https://cdnjs.buymeacoffee.com/1.0.0/widget.prod.min.js';
+    script.dataset.name = 'BMC-Widget';
+    script.dataset.cfasync = 'false';
+    script.dataset.id = 'amithkoujalgi';
+    script.dataset.description = 'Support me on Buy me a coffee!';
+    script.dataset.message = 'If you like my work and want to say thanks, or encourage me to do more, you can buy me a coffee! 😊';
+    script.dataset.color = '#2e8555';
+    script.dataset.position = 'Right';
+    script.dataset.x_margin = '18';
+    script.dataset.y_margin = '18';
+    script.async = true
+
+    script.onload = function () {
+      let evt = document.createEvent('Event');
+      evt.initEvent('DOMContentLoaded', false, false);
+      window.dispatchEvent(evt);
+    }
+    this.script = script
+  }
+
+  componentDidMount() {
+    document.head.appendChild(this.script)
+  }
+
+  // componentWillUnmount() {
+  //   document.head.removeChild(this.script);
+  //   document.body.removeChild(document.getElementById("bmc-wbtn"))
+  // }
+
+  render() {
+    return null
+  }
+}
+
+export default BuyMeACoffee;

docs/src/css/custom.css

@@ -38,3 +38,11 @@ header > h1,
 h2 > a {
     font-size: 2rem !important;
 }
+
+#bmc-wbtn{
+    bottom: 15px;
+}
+
+#bmc-wbtn + div{
+    bottom:15px;
+}

docs/src/pages/index.js

@@ -3,9 +3,10 @@ import Link from '@docusaurus/Link';
 import useDocusaurusContext from '@docusaurus/useDocusaurusContext';
 import Layout from '@theme/Layout';
 import HomepageFeatures from '@site/src/components/HomepageFeatures';
-
+import BuyMeACoffee from '@site/src/components/BuyMeACoffee';
 import Heading from '@theme/Heading';
 import styles from './index.module.css';
+import BrowserOnly from '@docusaurus/BrowserOnly';
 
 function HomepageHeader() {
   const {siteConfig} = useDocusaurusContext();
@@ -14,7 +15,8 @@ function HomepageHeader() {
       <Heading as="h1" className="hero__title">
         {siteConfig.title}
       </Heading>
-            <img src="img/logo.svg" alt="Ollama4j Logo" className={styles.logo} style={{maxWidth: '20vh'}}/>
+      <img src="img/logo.svg" alt="Ollama4j Logo" className={styles.logo}
+           style={{maxWidth: '20vh'}}/>
       <p className="hero__subtitle">{siteConfig.tagline}</p>
       <div className={styles.buttons}>
         <Link
@@ -35,6 +37,9 @@ export default function Home() {
     <HomepageHeader/>
     <main>
       <HomepageFeatures/>
+      <BrowserOnly>
+        {() => <BuyMeACoffee />}
+      </BrowserOnly>
     </main>
   </Layout>);
 }

maven-publish.yml

@@ -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 }}

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>-->
-            <!--                            &lt;!&ndash; This is necessary for gpg to not try to use the pinentry programs &ndash;&gt;-->
-            <!--                            <gpgArguments>-->
-            <!--                                <arg>&#45;&#45;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>-->
-            <!--                    &lt;!&ndash;                    <goals>install</goals>&ndash;&gt;-->
-            <!--                    <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>-->
-                    <!--                                    &lt;!&ndash; Prevent gpg from using pinentry programs. Fixes:-->
-                    <!--                                         gpg: signing failed: Inappropriate ioctl for device &ndash;&gt;-->
-                    <!--                                    <gpgArguments>-->
-                    <!--                                        <arg>&#45;&#45;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>

src/main/java/io/github/amithkoujalgi/ollama4j/core/OllamaStreamHandler.java

@@ -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);
-}

src/main/java/io/github/amithkoujalgi/ollama4j/core/models/OllamaAsyncResultCallback.java

@@ -1,143 +0,0 @@
-package io.github.amithkoujalgi.ollama4j.core.models;
-
-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 java.io.BufferedReader;
-import java.io.IOException;
-import java.io.InputStream;
-import java.io.InputStreamReader;
-import java.net.http.HttpClient;
-import java.net.http.HttpRequest;
-import java.net.http.HttpResponse;
-import java.nio.charset.StandardCharsets;
-import java.time.Duration;
-import java.util.LinkedList;
-import java.util.Queue;
-import lombok.Data;
-import lombok.EqualsAndHashCode;
-import lombok.Getter;
-
-@Data
-@EqualsAndHashCode(callSuper = true)
-@SuppressWarnings("unused")
-public class OllamaAsyncResultCallback extends Thread {
-  private final HttpRequest.Builder requestBuilder;
-  private final OllamaGenerateRequestModel ollamaRequestModel;
-  private final Queue<String> queue = new LinkedList<>();
-  private String result;
-  private boolean isDone;
-
-  /**
-   * -- GETTER -- Returns the status of the request. Indicates if the request was successful or a
-   * failure. If the request was a failure, the `getResponse()` method will return the error
-   * message.
-   */
-  @Getter private boolean succeeded;
-
-  private long requestTimeoutSeconds;
-
-  /**
-   * -- GETTER -- Returns the HTTP response status code for the request that was made to Ollama
-   * server.
-   */
-  @Getter private int httpStatusCode;
-
-  /** -- GETTER -- Returns the response time in milliseconds. */
-  @Getter private long responseTime = 0;
-
-  public OllamaAsyncResultCallback(
-      HttpRequest.Builder requestBuilder,
-      OllamaGenerateRequestModel ollamaRequestModel,
-      long requestTimeoutSeconds) {
-    this.requestBuilder = requestBuilder;
-    this.ollamaRequestModel = ollamaRequestModel;
-    this.isDone = false;
-    this.result = "";
-    this.queue.add("");
-    this.requestTimeoutSeconds = requestTimeoutSeconds;
-  }
-
-  @Override
-  public void run() {
-    HttpClient httpClient = HttpClient.newHttpClient();
-    try {
-      long startTime = System.currentTimeMillis();
-      HttpRequest request =
-          requestBuilder
-              .POST(
-                  HttpRequest.BodyPublishers.ofString(
-                      Utils.getObjectMapper().writeValueAsString(ollamaRequestModel)))
-              .header("Content-Type", "application/json")
-              .timeout(Duration.ofSeconds(requestTimeoutSeconds))
-              .build();
-      HttpResponse<InputStream> response =
-          httpClient.send(request, HttpResponse.BodyHandlers.ofInputStream());
-      int statusCode = response.statusCode();
-      this.httpStatusCode = statusCode;
-
-      InputStream responseBodyStream = response.body();
-      try (BufferedReader reader =
-          new BufferedReader(new InputStreamReader(responseBodyStream, StandardCharsets.UTF_8))) {
-        String line;
-        StringBuilder responseBuffer = new StringBuilder();
-        while ((line = reader.readLine()) != null) {
-          if (statusCode == 404) {
-            OllamaErrorResponseModel ollamaResponseModel =
-                Utils.getObjectMapper().readValue(line, OllamaErrorResponseModel.class);
-            queue.add(ollamaResponseModel.getError());
-            responseBuffer.append(ollamaResponseModel.getError());
-          } else {
-            OllamaGenerateResponseModel ollamaResponseModel =
-                Utils.getObjectMapper().readValue(line, OllamaGenerateResponseModel.class);
-            queue.add(ollamaResponseModel.getResponse());
-            if (!ollamaResponseModel.isDone()) {
-              responseBuffer.append(ollamaResponseModel.getResponse());
-            }
-          }
-        }
-
-        this.isDone = true;
-        this.succeeded = true;
-        this.result = responseBuffer.toString();
-        long endTime = System.currentTimeMillis();
-        responseTime = endTime - startTime;
-      }
-      if (statusCode != 200) {
-        throw new OllamaBaseException(this.result);
-      }
-    } catch (IOException | InterruptedException | OllamaBaseException e) {
-      this.isDone = true;
-      this.succeeded = false;
-      this.result = "[FAILED] " + e.getMessage();
-    }
-  }
-
-  /**
-   * Returns the status of the thread. This does not indicate that the request was successful or a
-   * failure, rather it is just a status flag to indicate if the thread is active or ended.
-   *
-   * @return boolean - status
-   */
-  public boolean isComplete() {
-    return isDone;
-  }
-
-  /**
-   * Returns the final completion/response when the execution completes. Does not return intermediate results.
-   *
-   * @return String completion/response text
-   */
-  public String getResponse() {
-    return result;
-  }
-
-  public Queue<String> getStream() {
-    return queue;
-  }
-
-  public void setRequestTimeoutSeconds(long requestTimeoutSeconds) {
-    this.requestTimeoutSeconds = requestTimeoutSeconds;
-  }
-}

src/main/java/io/github/amithkoujalgi/ollama4j/core/models/generate/OllamaGenerateRequestModel.java

@@ -1,46 +0,0 @@
-package io.github.amithkoujalgi.ollama4j.core.models.generate;
-
-
-import io.github.amithkoujalgi.ollama4j.core.models.OllamaCommonRequestModel;
-import io.github.amithkoujalgi.ollama4j.core.utils.OllamaRequestBody;
-
-import java.util.List;
-
-import lombok.Getter;
-import lombok.Setter;
-
-@Getter
-@Setter
-public class OllamaGenerateRequestModel extends OllamaCommonRequestModel implements OllamaRequestBody{
-
-  private String prompt;
-  private List<String> images;
-
-  private String system;
-  private String context;
-  private boolean raw;
-
-  public OllamaGenerateRequestModel() {
-  }
-
-  public OllamaGenerateRequestModel(String model, String prompt) {
-    this.model = model;
-    this.prompt = prompt;
-  }
-
-  public OllamaGenerateRequestModel(String model, String prompt, List<String> images) {
-    this.model = model;
-    this.prompt = prompt;
-    this.images = images;
-  }
-
-    @Override
-  public boolean equals(Object o) {
-    if (!(o instanceof OllamaGenerateRequestModel)) {
-      return false;
-    }
-
-    return this.toString().equals(o.toString());
-  }
-
-}

src/main/java/io/github/amithkoujalgi/ollama4j/core/tools/OllamaToolsResult.java

@@ -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;
-}

src/main/java/io/github/amithkoujalgi/ollama4j/core/tools/ToolRegistry.java

@@ -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);
-    }
-}

src/main/java/io/github/ollama4j/OllamaAPI.java

@@ -1,18 +1,25 @@
-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.chat.OllamaChatMessage;
+import io.github.ollama4j.models.chat.OllamaChatRequest;
+import io.github.ollama4j.models.chat.OllamaChatRequestBuilder;
+import io.github.ollama4j.models.chat.OllamaChatResult;
+import io.github.ollama4j.models.embeddings.OllamaEmbedRequestModel;
+import io.github.ollama4j.models.embeddings.OllamaEmbeddingResponseModel;
+import io.github.ollama4j.models.embeddings.OllamaEmbeddingsRequestModel;
+import io.github.ollama4j.models.embeddings.OllamaEmbedResponseModel;
+import io.github.ollama4j.models.generate.OllamaGenerateRequest;
+import io.github.ollama4j.models.generate.OllamaStreamHandler;
+import io.github.ollama4j.models.ps.ModelsProcessResponse;
+import io.github.ollama4j.models.request.*;
+import io.github.ollama4j.models.response.*;
+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;
 
@@ -36,12 +43,31 @@ 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.
+     * Instantiates the Ollama API with default Ollama host: <a href="http://localhost:11434">http://localhost:11434</a>
+     **/
+    public OllamaAPI() {
+        this.host = "http://localhost:11434";
+    }
+
+    /**
+     * Instantiates the Ollama API with specified Ollama host address.
      *
      * @param host the host address of Ollama server
      */
@@ -53,24 +79,6 @@ 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.
      *
@@ -112,6 +120,37 @@ public class OllamaAPI {
         return statusCode == 200;
     }
 
+    /**
+     * Provides a list of running models and details about each model currently loaded into memory.
+     *
+     * @return ModelsProcessResponse
+     */
+    public ModelsProcessResponse ps() throws IOException, InterruptedException, OllamaBaseException {
+        String url = this.host + "/api/ps";
+        HttpClient httpClient = HttpClient.newHttpClient();
+        HttpRequest httpRequest = null;
+        try {
+            httpRequest =
+                    getRequestBuilderDefault(new URI(url))
+                            .header("Accept", "application/json")
+                            .header("Content-type", "application/json")
+                            .GET()
+                            .build();
+        } catch (URISyntaxException e) {
+            throw new RuntimeException(e);
+        }
+        HttpResponse<String> response = null;
+        response = httpClient.send(httpRequest, HttpResponse.BodyHandlers.ofString());
+        int statusCode = response.statusCode();
+        String responseString = response.body();
+        if (statusCode == 200) {
+            return Utils.getObjectMapper()
+                    .readValue(responseString, ModelsProcessResponse.class);
+        } else {
+            throw new OllamaBaseException(statusCode + " - " + responseString);
+        }
+    }
+
     /**
      * List available models from Ollama server.
      *
@@ -305,7 +344,9 @@ public class OllamaAPI {
      * @param model  name of model to generate embeddings from
      * @param prompt text to generate embeddings for
      * @return embeddings
+     * @deprecated Use {@link #embed(String, List<String>)} instead.
      */
+    @Deprecated
     public List<Double> generateEmbeddings(String model, String prompt)
             throws IOException, InterruptedException, OllamaBaseException {
         return generateEmbeddings(new OllamaEmbeddingsRequestModel(model, prompt));
@@ -316,7 +357,9 @@ public class OllamaAPI {
      *
      * @param modelRequest request for '/api/embeddings' endpoint
      * @return embeddings
+     * @deprecated Use {@link #embed(OllamaEmbedRequestModel)} instead.
      */
+    @Deprecated
     public List<Double> generateEmbeddings(OllamaEmbeddingsRequestModel modelRequest) throws IOException, InterruptedException, OllamaBaseException {
         URI uri = URI.create(this.host + "/api/embeddings");
         String jsonData = modelRequest.toString();
@@ -338,6 +381,47 @@ public class OllamaAPI {
         }
     }
 
+    /**
+     * Generate embeddings for a given text from a model
+     *
+     * @param model  name of model to generate embeddings from
+     * @param inputs text/s to generate embeddings for
+     * @return embeddings
+     */
+    public OllamaEmbedResponseModel embed(String model, List<String> inputs)
+            throws IOException, InterruptedException, OllamaBaseException {
+        return embed(new OllamaEmbedRequestModel(model, inputs));
+    }
+
+    /**
+     * Generate embeddings using a {@link OllamaEmbedRequestModel}.
+     *
+     * @param modelRequest request for '/api/embed' endpoint
+     * @return embeddings
+     */
+    public OllamaEmbedResponseModel embed(OllamaEmbedRequestModel modelRequest)
+            throws IOException, InterruptedException, OllamaBaseException {
+        URI uri = URI.create(this.host + "/api/embed");
+        String jsonData = Utils.getObjectMapper().writeValueAsString(modelRequest);
+        HttpClient httpClient = HttpClient.newHttpClient();
+
+        HttpRequest request = HttpRequest.newBuilder(uri)
+                .header("Accept", "application/json")
+                .POST(HttpRequest.BodyPublishers.ofString(jsonData))
+                .build();
+
+        HttpResponse<String> response = httpClient.send(request, HttpResponse.BodyHandlers.ofString());
+        int statusCode = response.statusCode();
+        String responseBody = response.body();
+
+        if (statusCode == 200) {
+            OllamaEmbedResponseModel embeddingResponse =
+                    Utils.getObjectMapper().readValue(responseBody, OllamaEmbedResponseModel.class);
+            return embeddingResponse;
+        } else {
+            throw new OllamaBaseException(statusCode + " - " + responseBody);
+        }
+    }
 
     /**
      * Generate response for a question to a model running on Ollama server. This is a sync/blocking
@@ -353,22 +437,22 @@ public class OllamaAPI {
      */
     public OllamaResult generate(String model, String prompt, boolean raw, Options options, OllamaStreamHandler streamHandler)
             throws OllamaBaseException, IOException, InterruptedException {
-        OllamaGenerateRequestModel ollamaRequestModel = new OllamaGenerateRequestModel(model, prompt);
+        OllamaGenerateRequest ollamaRequestModel = new OllamaGenerateRequest(model, prompt);
         ollamaRequestModel.setRaw(raw);
         ollamaRequestModel.setOptions(options.getOptionsMap());
         return generateSyncForOllamaRequestModel(ollamaRequestModel, streamHandler);
     }
 
     /**
-     * Convenience method to call Ollama API without streaming responses.
+     * Generates response using the specified AI model and prompt (in blocking mode).
      * <p>
      * Uses {@link #generate(String, String, boolean, Options, OllamaStreamHandler)}
      *
-     * @param model   Model to use
-     * @param prompt  Prompt text
+     * @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
-     * @return OllamaResult
+     * @param options Additional options or configurations to use when generating the response.
+     * @return {@link OllamaResult}
      */
     public OllamaResult generate(String model, String prompt, boolean raw, Options options)
             throws OllamaBaseException, IOException, InterruptedException {
@@ -376,17 +460,36 @@ public class OllamaAPI {
     }
 
 
-    public OllamaToolsResult generateWithTools(String model, String prompt, boolean raw, Options options)
-            throws OllamaBaseException, IOException, InterruptedException {
+    /**
+     * Generates response using the specified AI model and prompt (in blocking mode), and then invokes a set of tools
+     * on the generated response.
+     *
+     * @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 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.
+     * @throws IOException          If there is an error related to input/output operations.
+     * @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, 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;
@@ -402,15 +505,15 @@ public class OllamaAPI {
      * @param prompt the prompt/question text
      * @return the ollama async result callback handle
      */
-    public OllamaAsyncResultCallback generateAsync(String model, String prompt, boolean raw) {
-        OllamaGenerateRequestModel ollamaRequestModel = new OllamaGenerateRequestModel(model, prompt);
+    public OllamaAsyncResultStreamer generateAsync(String model, String prompt, boolean raw) {
+        OllamaGenerateRequest ollamaRequestModel = new OllamaGenerateRequest(model, prompt);
         ollamaRequestModel.setRaw(raw);
         URI uri = URI.create(this.host + "/api/generate");
-        OllamaAsyncResultCallback ollamaAsyncResultCallback =
-                new OllamaAsyncResultCallback(
+        OllamaAsyncResultStreamer ollamaAsyncResultStreamer =
+                new OllamaAsyncResultStreamer(
                         getRequestBuilderDefault(uri), ollamaRequestModel, requestTimeoutSeconds);
-        ollamaAsyncResultCallback.start();
-        return ollamaAsyncResultCallback;
+        ollamaAsyncResultStreamer.start();
+        return ollamaAsyncResultStreamer;
     }
 
     /**
@@ -433,7 +536,7 @@ public class OllamaAPI {
         for (File imageFile : imageFiles) {
             images.add(encodeFileToBase64(imageFile));
         }
-        OllamaGenerateRequestModel ollamaRequestModel = new OllamaGenerateRequestModel(model, prompt, images);
+        OllamaGenerateRequest ollamaRequestModel = new OllamaGenerateRequest(model, prompt, images);
         ollamaRequestModel.setOptions(options.getOptionsMap());
         return generateSyncForOllamaRequestModel(ollamaRequestModel, streamHandler);
     }
@@ -469,7 +572,7 @@ public class OllamaAPI {
         for (String imageURL : imageURLs) {
             images.add(encodeByteArrayToBase64(Utils.loadImageBytesFromUrl(imageURL)));
         }
-        OllamaGenerateRequestModel ollamaRequestModel = new OllamaGenerateRequestModel(model, prompt, images);
+        OllamaGenerateRequest ollamaRequestModel = new OllamaGenerateRequest(model, prompt, images);
         ollamaRequestModel.setOptions(options.getOptionsMap());
         return generateSyncForOllamaRequestModel(ollamaRequestModel, streamHandler);
     }
@@ -503,33 +606,33 @@ public class OllamaAPI {
     }
 
     /**
-     * Ask a question to a model using an {@link OllamaChatRequestModel}. This can be constructed using an {@link OllamaChatRequestBuilder}.
+     * Ask a question to a model using an {@link OllamaChatRequest}. This can be constructed using an {@link OllamaChatRequestBuilder}.
      * <p>
      * Hint: the OllamaChatRequestModel#getStream() property is not implemented.
      *
      * @param request request object to be sent to the server
-     * @return
+     * @return {@link OllamaChatResult}
      * @throws OllamaBaseException  any response code than 200 has been returned
      * @throws IOException          in case the responseStream can not be read
      * @throws InterruptedException in case the server is not reachable or network issues happen
      */
-    public OllamaChatResult chat(OllamaChatRequestModel request) throws OllamaBaseException, IOException, InterruptedException {
+    public OllamaChatResult chat(OllamaChatRequest request) throws OllamaBaseException, IOException, InterruptedException {
         return chat(request, null);
     }
 
     /**
-     * Ask a question to a model using an {@link OllamaChatRequestModel}. This can be constructed using an {@link OllamaChatRequestBuilder}.
+     * Ask a question to a model using an {@link OllamaChatRequest}. This can be constructed using an {@link OllamaChatRequestBuilder}.
      * <p>
      * Hint: the OllamaChatRequestModel#getStream() property is not implemented.
      *
      * @param request       request object to be sent to the server
      * @param streamHandler callback handler to handle the last message from stream (caution: all previous messages from stream will be concatenated)
-     * @return
+     * @return {@link OllamaChatResult}
      * @throws OllamaBaseException  any response code than 200 has been returned
      * @throws IOException          in case the responseStream can not be read
      * @throws InterruptedException in case the server is not reachable or network issues happen
      */
-    public OllamaChatResult chat(OllamaChatRequestModel request, OllamaStreamHandler streamHandler) throws OllamaBaseException, IOException, InterruptedException {
+    public OllamaChatResult chat(OllamaChatRequest request, OllamaStreamHandler streamHandler) throws OllamaBaseException, IOException, InterruptedException {
         OllamaChatEndpointCaller requestCaller = new OllamaChatEndpointCaller(host, basicAuth, requestTimeoutSeconds, verbose);
         OllamaResult result;
         if (streamHandler != null) {
@@ -541,6 +644,10 @@ public class OllamaAPI {
         return new OllamaChatResult(result.getResponse(), result.getResponseTime(), result.getHttpStatusCode(), request.getMessages());
     }
 
+    public void registerTool(Tools.ToolSpecification toolSpecification) {
+        toolRegistry.addFunction(toolSpecification.getFunctionName(), toolSpecification.getToolDefinition());
+    }
+
     // technical private methods //
 
     private static String encodeFileToBase64(File file) throws IOException {
@@ -552,7 +659,7 @@ public class OllamaAPI {
     }
 
     private OllamaResult generateSyncForOllamaRequestModel(
-            OllamaGenerateRequestModel ollamaRequestModel, OllamaStreamHandler streamHandler)
+            OllamaGenerateRequest ollamaRequestModel, OllamaStreamHandler streamHandler)
             throws OllamaBaseException, IOException, InterruptedException {
         OllamaGenerateEndpointCaller requestCaller =
                 new OllamaGenerateEndpointCaller(host, basicAuth, requestTimeoutSeconds, verbose);
@@ -603,22 +710,20 @@ public class OllamaAPI {
     }
 
 
-    public void registerTool(MistralTools.ToolSpecification toolSpecification) {
-        ToolRegistry.addFunction(toolSpecification.getFunctionName(), toolSpecification.getToolDefinition());
-    }
-
-    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);
         }
     }
 }

src/main/java/io/github/ollama4j/exceptions/OllamaBaseException.java

@@ -1,4 +1,4 @@
-package io.github.amithkoujalgi.ollama4j.core.exceptions;
+package io.github.ollama4j.exceptions;
 
 public class OllamaBaseException extends Exception {
 

src/main/java/io/github/ollama4j/exceptions/ToolInvocationException.java

@@ -0,0 +1,8 @@
+package io.github.ollama4j.exceptions;
+
+public class ToolInvocationException extends Exception {
+
+    public ToolInvocationException(String s, Exception e) {
+        super(s, e);
+    }
+}

src/main/java/io/github/ollama4j/exceptions/ToolNotFoundException.java

@@ -0,0 +1,8 @@
+package io.github.ollama4j.exceptions;
+
+public class ToolNotFoundException extends Exception {
+
+    public ToolNotFoundException(String s) {
+        super(s);
+    }
+}

src/main/java/io/github/ollama4j/impl/ConsoleOutputStreamHandler.java

@@ -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();

src/main/java/io/github/ollama4j/models/chat/OllamaChatMessage.java

@@ -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;

src/main/java/io/github/ollama4j/models/chat/OllamaChatMessageRole.java

@@ -1,4 +1,4 @@
-package io.github.amithkoujalgi.ollama4j.core.models.chat;
+package io.github.ollama4j.models.chat;
 
 import com.fasterxml.jackson.annotation.JsonValue;
 
@@ -8,7 +8,8 @@ import com.fasterxml.jackson.annotation.JsonValue;
 public enum OllamaChatMessageRole {
     SYSTEM("system"),
     USER("user"),
-    ASSISTANT("assistant");
+    ASSISTANT("assistant"),
+    TOOL("tool");
 
     @JsonValue
     private String roleName;

src/main/java/io/github/ollama4j/models/chat/OllamaChatRequest.java

@@ -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.request.OllamaCommonRequest;
+import io.github.ollama4j.utils.OllamaRequestBody;
 
 import lombok.Getter;
 import lombok.Setter;
@@ -16,20 +17,20 @@ import lombok.Setter;
  */
 @Getter
 @Setter
-public class OllamaChatRequestModel extends OllamaCommonRequestModel implements OllamaRequestBody {
+public class OllamaChatRequest extends OllamaCommonRequest implements OllamaRequestBody {
 
   private List<OllamaChatMessage> messages;
 
-  public OllamaChatRequestModel() {}
+  public OllamaChatRequest() {}
 
-  public OllamaChatRequestModel(String model, List<OllamaChatMessage> messages) {
+  public OllamaChatRequest(String model, List<OllamaChatMessage> messages) {
     this.model = model;
     this.messages = messages;
   }
 
   @Override
   public boolean equals(Object o) {
-    if (!(o instanceof OllamaChatRequestModel)) {
+    if (!(o instanceof OllamaChatRequest)) {
       return false;
     }
 

src/main/java/io/github/ollama4j/models/chat/OllamaChatRequestBuilder.java

@@ -1,4 +1,9 @@
-package io.github.amithkoujalgi.ollama4j.core.models.chat;
+package io.github.ollama4j.models.chat;
+
+import io.github.ollama4j.utils.Options;
+import io.github.ollama4j.utils.Utils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
 
 import java.io.File;
 import java.io.IOException;
@@ -8,101 +13,92 @@ import java.util.ArrayList;
 import java.util.List;
 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;
-
 /**
- * Helper class for creating {@link OllamaChatRequestModel} objects using the builder-pattern.
+ * Helper class for creating {@link OllamaChatRequest} objects using the builder-pattern.
  */
 public class OllamaChatRequestBuilder {
 
     private static final Logger LOG = LoggerFactory.getLogger(OllamaChatRequestBuilder.class);
 
-    private OllamaChatRequestBuilder(String model, List<OllamaChatMessage> messages){
-        request = new OllamaChatRequestModel(model, messages);
+    private OllamaChatRequestBuilder(String model, List<OllamaChatMessage> messages) {
+        request = new OllamaChatRequest(model, messages);
     }
 
-    private OllamaChatRequestModel request;
+    private OllamaChatRequest request;
 
-    public static OllamaChatRequestBuilder getInstance(String model){
+    public static OllamaChatRequestBuilder getInstance(String model) {
         return new OllamaChatRequestBuilder(model, new ArrayList<>());
     }
 
-    public OllamaChatRequestModel build(){
+    public OllamaChatRequest build() {
         return request;
     }
 
-    public void reset(){
-        request = new OllamaChatRequestModel(request.getModel(), new ArrayList<>());
+    public void reset() {
+        request = new OllamaChatRequest(request.getModel(), new ArrayList<>());
     }
 
-    public OllamaChatRequestBuilder withMessage(OllamaChatMessageRole role, String content, List<File> images){
+    public OllamaChatRequestBuilder withMessage(OllamaChatMessageRole role, String content, List<File> images) {
         List<OllamaChatMessage> messages = this.request.getMessages();
 
         List<byte[]> binaryImages = images.stream().map(file -> {
             try {
                 return Files.readAllBytes(file.toPath());
             } catch (IOException e) {
-                LOG.warn(String.format("File '%s' could not be accessed, will not add to message!",file.toPath()), e);
+                LOG.warn(String.format("File '%s' could not be accessed, will not add to message!", file.toPath()), e);
                 return new byte[0];
             }
         }).collect(Collectors.toList());
 
-        messages.add(new OllamaChatMessage(role,content,binaryImages));
+        messages.add(new OllamaChatMessage(role, content, binaryImages));
         return this;
     }
 
-    public OllamaChatRequestBuilder withMessage(OllamaChatMessageRole role, String content, String... imageUrls){
+    public OllamaChatRequestBuilder withMessage(OllamaChatMessageRole role, String content, String... imageUrls) {
         List<OllamaChatMessage> messages = this.request.getMessages();
         List<byte[]> binaryImages = null;
-        if(imageUrls.length>0){
+        if (imageUrls.length > 0) {
             binaryImages = new ArrayList<>();
             for (String imageUrl : imageUrls) {
-                try{
+                try {
                     binaryImages.add(Utils.loadImageBytesFromUrl(imageUrl));
-                }
-                    catch (URISyntaxException e){
-                        LOG.warn(String.format("URL '%s' could not be accessed, will not add to message!",imageUrl), e);
-                }
-                catch (IOException e){
-                    LOG.warn(String.format("Content of URL '%s' could not be read, will not add to message!",imageUrl), e);
+                } catch (URISyntaxException e) {
+                    LOG.warn(String.format("URL '%s' could not be accessed, will not add to message!", imageUrl), e);
+                } catch (IOException e) {
+                    LOG.warn(String.format("Content of URL '%s' could not be read, will not add to message!", imageUrl), e);
                 }
             }
         }
 
-        messages.add(new OllamaChatMessage(role,content,binaryImages));
+        messages.add(new OllamaChatMessage(role, content, binaryImages));
         return this;
     }
 
-    public OllamaChatRequestBuilder withMessages(List<OllamaChatMessage> messages){
-        this.request.getMessages().addAll(messages);
-        return this;
+    public OllamaChatRequestBuilder withMessages(List<OllamaChatMessage> messages) {
+        return new OllamaChatRequestBuilder(request.getModel(), messages);
     }
 
-    public OllamaChatRequestBuilder withOptions(Options options){
+    public OllamaChatRequestBuilder withOptions(Options options) {
         this.request.setOptions(options.getOptionsMap());
         return this;
     }
 
-    public OllamaChatRequestBuilder withGetJsonResponse(){
+    public OllamaChatRequestBuilder withGetJsonResponse() {
         this.request.setReturnFormatJson(true);
         return this;
     }
 
-    public OllamaChatRequestBuilder withTemplate(String template){
+    public OllamaChatRequestBuilder withTemplate(String template) {
         this.request.setTemplate(template);
         return this;
     }
 
-    public OllamaChatRequestBuilder withStreaming(){
+    public OllamaChatRequestBuilder withStreaming() {
         this.request.setStream(true);
         return this;
     }
 
-    public OllamaChatRequestBuilder withKeepAlive(String keepAlive){
+    public OllamaChatRequestBuilder withKeepAlive(String keepAlive) {
         this.request.setKeepAlive(keepAlive);
         return this;
     }

src/main/java/io/github/ollama4j/models/chat/OllamaChatResponseModel.java

@@ -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;

src/main/java/io/github/ollama4j/models/chat/OllamaChatResult.java

@@ -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.response.OllamaResult;
 
 /**
  * Specific chat-API result that contains the chat history sent to the model and appends the answer as {@link OllamaChatResult} given by the

src/main/java/io/github/ollama4j/models/chat/OllamaChatStreamObserver.java

@@ -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);
     }

src/main/java/io/github/ollama4j/models/embeddings/OllamaEmbedRequestModel.java

@@ -0,0 +1,41 @@
+package io.github.ollama4j.models.embeddings;
+
+import com.fasterxml.jackson.annotation.JsonProperty;
+import com.fasterxml.jackson.core.JsonProcessingException;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+import lombok.NonNull;
+import lombok.RequiredArgsConstructor;
+
+import java.util.List;
+import java.util.Map;
+
+import static io.github.ollama4j.utils.Utils.getObjectMapper;
+
+@Data
+@RequiredArgsConstructor
+@NoArgsConstructor
+public class OllamaEmbedRequestModel {
+    @NonNull
+    private String model;
+
+    @NonNull
+    private List<String> input;
+
+    private Map<String, Object> options;
+
+    @JsonProperty(value = "keep_alive")
+    private String keepAlive;
+
+    @JsonProperty(value = "truncate")
+    private Boolean truncate = true;
+
+    @Override
+    public String toString() {
+        try {
+            return getObjectMapper().writerWithDefaultPrettyPrinter().writeValueAsString(this);
+        } catch (JsonProcessingException e) {
+            throw new RuntimeException(e);
+        }
+    }
+}

src/main/java/io/github/ollama4j/models/embeddings/OllamaEmbedResponseModel.java

@@ -0,0 +1,25 @@
+package io.github.ollama4j.models.embeddings;
+
+import com.fasterxml.jackson.annotation.JsonProperty;
+import lombok.Data;
+
+import java.util.List;
+
+@SuppressWarnings("unused")
+@Data
+public class OllamaEmbedResponseModel {
+    @JsonProperty("model")
+    private String model;
+
+    @JsonProperty("embeddings")
+    private List<List<Double>> embeddings;
+
+    @JsonProperty("total_duration")
+    private long totalDuration;
+
+    @JsonProperty("load_duration")
+    private long loadDuration;
+
+    @JsonProperty("prompt_eval_count")
+    private int promptEvalCount;
+}

src/main/java/io/github/ollama4j/models/embeddings/OllamaEmbeddingResponseModel.java

@@ -1,4 +1,4 @@
-package io.github.amithkoujalgi.ollama4j.core.models.embeddings;
+package io.github.ollama4j.models.embeddings;
 
 import com.fasterxml.jackson.annotation.JsonProperty;
 

src/main/java/io/github/ollama4j/models/embeddings/OllamaEmbeddingsRequestBuilder.java

@@ -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 {
 

src/main/java/io/github/ollama4j/models/embeddings/OllamaEmbeddingsRequestModel.java

@@ -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;

src/main/java/io/github/ollama4j/models/generate/OllamaGenerateRequest.java

@@ -0,0 +1,46 @@
+package io.github.ollama4j.models.generate;
+
+
+import io.github.ollama4j.models.request.OllamaCommonRequest;
+import io.github.ollama4j.utils.OllamaRequestBody;
+
+import java.util.List;
+
+import lombok.Getter;
+import lombok.Setter;
+
+@Getter
+@Setter
+public class OllamaGenerateRequest extends OllamaCommonRequest implements OllamaRequestBody{
+
+  private String prompt;
+  private List<String> images;
+
+  private String system;
+  private String context;
+  private boolean raw;
+
+  public OllamaGenerateRequest() {
+  }
+
+  public OllamaGenerateRequest(String model, String prompt) {
+    this.model = model;
+    this.prompt = prompt;
+  }
+
+  public OllamaGenerateRequest(String model, String prompt, List<String> images) {
+    this.model = model;
+    this.prompt = prompt;
+    this.images = images;
+  }
+
+    @Override
+  public boolean equals(Object o) {
+    if (!(o instanceof OllamaGenerateRequest)) {
+      return false;
+    }
+
+    return this.toString().equals(o.toString());
+  }
+
+}

src/main/java/io/github/ollama4j/models/generate/OllamaGenerateRequestBuilder.java

@@ -1,24 +1,24 @@
-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 OllamaGenerateRequest}
  * objects using the builder-pattern.
  */
 public class OllamaGenerateRequestBuilder {
 
     private OllamaGenerateRequestBuilder(String model, String prompt){
-        request = new OllamaGenerateRequestModel(model, prompt);
+        request = new OllamaGenerateRequest(model, prompt);
     }
 
-    private OllamaGenerateRequestModel request;
+    private OllamaGenerateRequest request;
 
     public static OllamaGenerateRequestBuilder getInstance(String model){
         return new OllamaGenerateRequestBuilder(model,"");
     }
 
-    public OllamaGenerateRequestModel build(){
+    public OllamaGenerateRequest build(){
         return request;
     }
 

src/main/java/io/github/ollama4j/models/generate/OllamaGenerateResponseModel.java

@@ -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;

src/main/java/io/github/ollama4j/models/generate/OllamaGenerateStreamObserver.java

@@ -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);
     }

src/main/java/io/github/ollama4j/models/generate/OllamaStreamHandler.java

@@ -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);
+}

src/main/java/io/github/ollama4j/models/ps/ModelsProcessResponse.java

@@ -0,0 +1,63 @@
+package io.github.ollama4j.models.ps;
+
+import com.fasterxml.jackson.annotation.JsonIgnoreProperties;
+import com.fasterxml.jackson.annotation.JsonProperty;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+import java.util.List;
+
+@Data
+@NoArgsConstructor
+@JsonIgnoreProperties(ignoreUnknown = true)
+public class ModelsProcessResponse {
+    @JsonProperty("models")
+    private List<ModelProcess> models;
+
+    @Data
+    @NoArgsConstructor
+    public static class ModelProcess {
+        @JsonProperty("name")
+        private String name;
+
+        @JsonProperty("model")
+        private String model;
+
+        @JsonProperty("size")
+        private long size;
+
+        @JsonProperty("digest")
+        private String digest;
+
+        @JsonProperty("details")
+        private ModelDetails details;
+
+        @JsonProperty("expires_at")
+        private String expiresAt; // Consider using LocalDateTime if you need to process date/time
+
+        @JsonProperty("size_vram")
+        private long sizeVram;
+    }
+
+    @Data
+    @NoArgsConstructor
+    public static class ModelDetails {
+        @JsonProperty("parent_model")
+        private String parentModel;
+
+        @JsonProperty("format")
+        private String format;
+
+        @JsonProperty("family")
+        private String family;
+
+        @JsonProperty("families")
+        private List<String> families;
+
+        @JsonProperty("parameter_size")
+        private String parameterSize;
+
+        @JsonProperty("quantization_level")
+        private String quantizationLevel;
+    }
+}

src/main/java/io/github/ollama4j/models/request/BasicAuth.java

@@ -1,4 +1,4 @@
-package io.github.amithkoujalgi.ollama4j.core.models;
+package io.github.ollama4j.models.request;
 
 import lombok.AllArgsConstructor;
 import lombok.Data;

src/main/java/io/github/ollama4j/models/request/CustomModelFileContentsRequest.java

@@ -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;

src/main/java/io/github/ollama4j/models/request/CustomModelFilePathRequest.java

@@ -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;

src/main/java/io/github/ollama4j/models/request/ModelRequest.java

@@ -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;

src/main/java/io/github/ollama4j/models/request/OllamaChatEndpointCaller.java

@@ -1,14 +1,13 @@
-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.response.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;
 

src/main/java/io/github/ollama4j/models/request/OllamaCommonRequest.java

@@ -1,4 +1,4 @@
-package io.github.amithkoujalgi.ollama4j.core.models;
+package io.github.ollama4j.models.request;
 
 import java.util.Map;
 import com.fasterxml.jackson.annotation.JsonInclude;
@@ -6,13 +6,13 @@ 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
 @JsonInclude(JsonInclude.Include.NON_NULL)
-public abstract class OllamaCommonRequestModel {
+public abstract class OllamaCommonRequest {
   
   protected String model;  
   @JsonSerialize(using = BooleanToJsonFormatFlagSerializer.class)

src/main/java/io/github/ollama4j/models/request/OllamaEndpointCaller.java

@@ -1,12 +1,11 @@
-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.response.OllamaErrorResponse;
+import io.github.ollama4j.models.response.OllamaResult;
+import io.github.ollama4j.utils.OllamaRequestBody;
+import io.github.ollama4j.utils.Utils;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -78,19 +77,19 @@ public abstract class OllamaEndpointCaller {
             while ((line = reader.readLine()) != null) {
                 if (statusCode == 404) {
                     LOG.warn("Status code: 404 (Not Found)");
-                    OllamaErrorResponseModel ollamaResponseModel =
-                            Utils.getObjectMapper().readValue(line, OllamaErrorResponseModel.class);
+                    OllamaErrorResponse ollamaResponseModel =
+                            Utils.getObjectMapper().readValue(line, OllamaErrorResponse.class);
                     responseBuffer.append(ollamaResponseModel.getError());
                 } else if (statusCode == 401) {
                     LOG.warn("Status code: 401 (Unauthorized)");
-                    OllamaErrorResponseModel ollamaResponseModel =
+                    OllamaErrorResponse ollamaResponseModel =
                             Utils.getObjectMapper()
-                                    .readValue("{\"error\":\"Unauthorized\"}", OllamaErrorResponseModel.class);
+                                    .readValue("{\"error\":\"Unauthorized\"}", OllamaErrorResponse.class);
                     responseBuffer.append(ollamaResponseModel.getError());
                 } else if (statusCode == 400) {
                     LOG.warn("Status code: 400 (Bad Request)");
-                    OllamaErrorResponseModel ollamaResponseModel = Utils.getObjectMapper().readValue(line,
-                            OllamaErrorResponseModel.class);
+                    OllamaErrorResponse ollamaResponseModel = Utils.getObjectMapper().readValue(line,
+                            OllamaErrorResponse.class);
                     responseBuffer.append(ollamaResponseModel.getError());
                 } else {
                     boolean finished = parseResponseAndAddToBuffer(line, responseBuffer);

src/main/java/io/github/ollama4j/models/request/OllamaGenerateEndpointCaller.java

@@ -1,14 +1,13 @@
-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.response.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;
 

src/main/java/io/github/ollama4j/models/response/ListModelsResponse.java

@@ -1,6 +1,7 @@
-package io.github.amithkoujalgi.ollama4j.core.models;
+package io.github.ollama4j.models.response;
 
 import java.util.List;
+
 import lombok.Data;
 
 @Data

src/main/java/io/github/ollama4j/models/response/Model.java

@@ -1,11 +1,10 @@
-package io.github.amithkoujalgi.ollama4j.core.models;
+package io.github.ollama4j.models.response;
 
-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

src/main/java/io/github/ollama4j/models/response/ModelDetail.java

@@ -1,9 +1,9 @@
-package io.github.amithkoujalgi.ollama4j.core.models;
+package io.github.ollama4j.models.response;
 
 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

src/main/java/io/github/ollama4j/models/response/ModelMeta.java

@@ -1,9 +1,9 @@
-package io.github.amithkoujalgi.ollama4j.core.models;
+package io.github.ollama4j.models.response;
 
 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

src/main/java/io/github/ollama4j/models/response/ModelPullResponse.java

@@ -1,4 +1,4 @@
-package io.github.amithkoujalgi.ollama4j.core.models;
+package io.github.ollama4j.models.response;
 
 import com.fasterxml.jackson.annotation.JsonIgnoreProperties;
 import lombok.Data;

src/main/java/io/github/ollama4j/models/response/OllamaAsyncResultStreamer.java

@@ -0,0 +1,123 @@
+package io.github.ollama4j.models.response;
+
+import io.github.ollama4j.exceptions.OllamaBaseException;
+import io.github.ollama4j.models.generate.OllamaGenerateRequest;
+import io.github.ollama4j.models.generate.OllamaGenerateResponseModel;
+import io.github.ollama4j.utils.Utils;
+import lombok.Data;
+import lombok.EqualsAndHashCode;
+import lombok.Getter;
+import lombok.Setter;
+
+import java.io.BufferedReader;
+import java.io.IOException;
+import java.io.InputStream;
+import java.io.InputStreamReader;
+import java.net.http.HttpClient;
+import java.net.http.HttpRequest;
+import java.net.http.HttpResponse;
+import java.nio.charset.StandardCharsets;
+import java.time.Duration;
+
+@Data
+@EqualsAndHashCode(callSuper = true)
+@SuppressWarnings("unused")
+public class OllamaAsyncResultStreamer extends Thread {
+    private final HttpRequest.Builder requestBuilder;
+    private final OllamaGenerateRequest ollamaRequestModel;
+    private final OllamaResultStream stream = new OllamaResultStream();
+    private String completeResponse;
+
+
+    /**
+     * -- GETTER -- Returns the status of the request. Indicates if the request was successful or a
+     * failure. If the request was a failure, the `getResponse()` method will return the error
+     * message.
+     */
+    @Getter
+    private boolean succeeded;
+
+    @Setter
+    private long requestTimeoutSeconds;
+
+    /**
+     * -- GETTER -- Returns the HTTP response status code for the request that was made to Ollama
+     * server.
+     */
+    @Getter
+    private int httpStatusCode;
+
+    /**
+     * -- GETTER -- Returns the response time in milliseconds.
+     */
+    @Getter
+    private long responseTime = 0;
+
+    public OllamaAsyncResultStreamer(
+            HttpRequest.Builder requestBuilder,
+            OllamaGenerateRequest ollamaRequestModel,
+            long requestTimeoutSeconds) {
+        this.requestBuilder = requestBuilder;
+        this.ollamaRequestModel = ollamaRequestModel;
+        this.completeResponse = "";
+        this.stream.add("");
+        this.requestTimeoutSeconds = requestTimeoutSeconds;
+    }
+
+    @Override
+    public void run() {
+        ollamaRequestModel.setStream(true);
+        HttpClient httpClient = HttpClient.newHttpClient();
+        try {
+            long startTime = System.currentTimeMillis();
+            HttpRequest request =
+                    requestBuilder
+                            .POST(
+                                    HttpRequest.BodyPublishers.ofString(
+                                            Utils.getObjectMapper().writeValueAsString(ollamaRequestModel)))
+                            .header("Content-Type", "application/json")
+                            .timeout(Duration.ofSeconds(requestTimeoutSeconds))
+                            .build();
+            HttpResponse<InputStream> response =
+                    httpClient.send(request, HttpResponse.BodyHandlers.ofInputStream());
+            int statusCode = response.statusCode();
+            this.httpStatusCode = statusCode;
+
+            InputStream responseBodyStream = response.body();
+            try (BufferedReader reader =
+                         new BufferedReader(new InputStreamReader(responseBodyStream, StandardCharsets.UTF_8))) {
+                String line;
+                StringBuilder responseBuffer = new StringBuilder();
+                while ((line = reader.readLine()) != null) {
+                    if (statusCode == 404) {
+                        OllamaErrorResponse ollamaResponseModel =
+                                Utils.getObjectMapper().readValue(line, OllamaErrorResponse.class);
+                        stream.add(ollamaResponseModel.getError());
+                        responseBuffer.append(ollamaResponseModel.getError());
+                    } else {
+                        OllamaGenerateResponseModel ollamaResponseModel =
+                                Utils.getObjectMapper().readValue(line, OllamaGenerateResponseModel.class);
+                        String res = ollamaResponseModel.getResponse();
+                        stream.add(res);
+                        if (!ollamaResponseModel.isDone()) {
+                            responseBuffer.append(res);
+                        }
+                    }
+                }
+
+                this.succeeded = true;
+                this.completeResponse = responseBuffer.toString();
+                long endTime = System.currentTimeMillis();
+                responseTime = endTime - startTime;
+            }
+            if (statusCode != 200) {
+                throw new OllamaBaseException(this.completeResponse);
+            }
+        } catch (IOException | InterruptedException | OllamaBaseException e) {
+            this.succeeded = false;
+            this.completeResponse = "[FAILED] " + e.getMessage();
+        }
+    }
+
+}
+

src/main/java/io/github/ollama4j/models/response/OllamaErrorResponse.java

@@ -1,11 +1,11 @@
-package io.github.amithkoujalgi.ollama4j.core.models;
+package io.github.ollama4j.models.response;
 
 import com.fasterxml.jackson.annotation.JsonIgnoreProperties;
 import lombok.Data;
 
 @Data
 @JsonIgnoreProperties(ignoreUnknown = true)
-public class OllamaErrorResponseModel {
+public class OllamaErrorResponse {
 
   private String error;
 }

src/main/java/io/github/ollama4j/models/response/OllamaResult.java

@@ -1,6 +1,6 @@
-package io.github.amithkoujalgi.ollama4j.core.models;
+package io.github.ollama4j.models.response;
 
-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;

src/main/java/io/github/ollama4j/models/response/OllamaResultStream.java

@@ -0,0 +1,18 @@
+package io.github.ollama4j.models.response;
+
+import java.util.Iterator;
+import java.util.LinkedList;
+import java.util.Queue;
+
+public class OllamaResultStream extends LinkedList<String> implements Queue<String> {
+    @Override
+    public String poll() {
+        StringBuilder tokens = new StringBuilder();
+        Iterator<String> iterator = this.listIterator();
+        while (iterator.hasNext()) {
+            tokens.append(iterator.next());
+            iterator.remove();
+        }
+        return tokens.toString();
+    }
+}

src/main/java/io/github/ollama4j/tools/OllamaToolsResult.java

@@ -0,0 +1,35 @@
+package io.github.ollama4j.tools;
+
+import io.github.ollama4j.models.response.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;
+    }
+}

src/main/java/io/github/ollama4j/tools/ToolFunction.java

@@ -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);
 }

src/main/java/io/github/ollama4j/tools/ToolFunctionCallSpec.java

@@ -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;
-
 }
 

src/main/java/io/github/ollama4j/tools/ToolRegistry.java

@@ -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);
+    }
+}

src/main/java/io/github/ollama4j/tools/Tools.java

@@ -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;
-//        }
     }
 }

src/main/java/io/github/ollama4j/types/OllamaModelType.java

@@ -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.
@@ -10,10 +10,9 @@ package io.github.amithkoujalgi.ollama4j.core.types;
 public class OllamaModelType {
     public static final String GEMMA = "gemma";
     public static final String GEMMA2 = "gemma2";
-
-
     public static final String LLAMA2 = "llama2";
     public static final String LLAMA3 = "llama3";
+    public static final String LLAMA3_1 = "llama3.1";
     public static final String MISTRAL = "mistral";
     public static final String MIXTRAL = "mixtral";
     public static final String LLAVA = "llava";
@@ -33,7 +32,6 @@ public class OllamaModelType {
     public static final String ZEPHYR = "zephyr";
     public static final String OPENHERMES = "openhermes";
     public static final String QWEN = "qwen";
-
     public static final String QWEN2 = "qwen2";
     public static final String WIZARDCODER = "wizardcoder";
     public static final String LLAMA2_CHINESE = "llama2-chinese";

src/main/java/io/github/ollama4j/utils/BooleanToJsonFormatFlagSerializer.java

@@ -1,4 +1,4 @@
-package io.github.amithkoujalgi.ollama4j.core.utils;
+package io.github.ollama4j.utils;
 
 import java.io.IOException;
 

src/main/java/io/github/ollama4j/utils/FileToBase64Serializer.java

@@ -1,4 +1,4 @@
-package io.github.amithkoujalgi.ollama4j.core.utils;
+package io.github.ollama4j.utils;
 
 import java.io.IOException;
 import java.util.Base64;

src/main/java/io/github/ollama4j/utils/OllamaRequestBody.java

@@ -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;

src/main/java/io/github/ollama4j/utils/Options.java

@@ -1,4 +1,4 @@
-package io.github.amithkoujalgi.ollama4j.core.utils;
+package io.github.ollama4j.utils;
 
 import java.util.Map;
 import lombok.Data;

src/main/java/io/github/ollama4j/utils/OptionsBuilder.java

@@ -1,5 +1,6 @@
-package io.github.amithkoujalgi.ollama4j.core.utils;
+package io.github.ollama4j.utils;
 
+import java.io.IOException;
 import java.util.HashMap;
 
 /** Builder class for creating options for Ollama model. */
@@ -207,6 +208,34 @@ public class OptionsBuilder {
     return this;
   }
 
+  /**
+   * Alternative to the top_p, and aims to ensure a balance of qualityand variety. The parameter p
+   * represents the minimum probability for a token to be considered, relative to the probability
+   * of the most likely token. For example, with p=0.05 and the most likely token having a
+   * probability of 0.9, logits with a value less than 0.045 are filtered out. (Default: 0.0)
+   */
+  public OptionsBuilder setMinP(float value) {
+    options.getOptionsMap().put("min_p", value);
+    return this;
+  }
+
+  /**
+   * Allows passing an option not formally supported by the library
+   * @param name The option name for the parameter.
+   * @param value The value for the "{name}" parameter.
+   * @return The updated OptionsBuilder.
+   * @throws IllegalArgumentException if parameter has an unsupported type
+   */
+  public OptionsBuilder setCustomOption(String name, Object value) throws IllegalArgumentException {
+    if (!(value instanceof Integer || value instanceof Float || value instanceof String)) {
+      throw new IllegalArgumentException("Invalid type for parameter. Allowed types are: Integer, Float, or String.");
+    }
+    options.getOptionsMap().put(name, value);
+    return this;
+  }
+
+
+
   /**
    * Builds the options map.
    *
@@ -215,4 +244,6 @@ public class OptionsBuilder {
   public Options build() {
     return options;
   }
+
+
 }

src/main/java/io/github/ollama4j/utils/PromptBuilder.java

@@ -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

src/main/java/io/github/ollama4j/utils/SamplePrompts.java

@@ -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;

src/main/java/io/github/ollama4j/utils/Utils.java

@@ -1,4 +1,4 @@
-package io.github.amithkoujalgi.ollama4j.core.utils;
+package io.github.ollama4j.utils;
 
 import java.io.ByteArrayOutputStream;
 import java.io.IOException;

src/test/java/io/github/ollama4j/integrationtests/TestRealAPIs.java

@@ -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.response.ModelDetail;
+import io.github.ollama4j.models.chat.OllamaChatRequest;
+import io.github.ollama4j.models.response.OllamaResult;
+import io.github.ollama4j.models.chat.OllamaChatMessageRole;
+import io.github.ollama4j.models.chat.OllamaChatRequestBuilder;
+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;
@@ -177,7 +177,7 @@ class TestRealAPIs {
         testEndpointReachability();
         try {
             OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(config.getModel());
-            OllamaChatRequestModel requestModel = builder.withMessage(OllamaChatMessageRole.USER, "What is the capital of France?")
+            OllamaChatRequest requestModel = builder.withMessage(OllamaChatMessageRole.USER, "What is the capital of France?")
                     .withMessage(OllamaChatMessageRole.ASSISTANT, "Should be Paris!")
                     .withMessage(OllamaChatMessageRole.USER, "And what is the second larges city?")
                     .build();
@@ -197,7 +197,7 @@ class TestRealAPIs {
         testEndpointReachability();
         try {
             OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(config.getModel());
-            OllamaChatRequestModel requestModel = builder.withMessage(OllamaChatMessageRole.SYSTEM,
+            OllamaChatRequest requestModel = builder.withMessage(OllamaChatMessageRole.SYSTEM,
                             "You are a silent bot that only says 'NI'. Do not say anything else under any circumstances!")
                     .withMessage(OllamaChatMessageRole.USER,
                             "What is the capital of France? And what's France's connection with Mona Lisa?")
@@ -219,7 +219,7 @@ class TestRealAPIs {
         testEndpointReachability();
         try {
             OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(config.getModel());
-            OllamaChatRequestModel requestModel = builder.withMessage(OllamaChatMessageRole.USER,
+            OllamaChatRequest requestModel = builder.withMessage(OllamaChatMessageRole.USER,
                             "What is the capital of France? And what's France's connection with Mona Lisa?")
                     .build();
 
@@ -245,7 +245,7 @@ class TestRealAPIs {
         try {
             OllamaChatRequestBuilder builder =
                     OllamaChatRequestBuilder.getInstance(config.getImageModel());
-            OllamaChatRequestModel requestModel =
+            OllamaChatRequest requestModel =
                     builder.withMessage(OllamaChatMessageRole.USER, "What's in the picture?",
                             List.of(getImageFileFromClasspath("dog-on-a-boat.jpg"))).build();
 
@@ -275,7 +275,7 @@ class TestRealAPIs {
         testEndpointReachability();
         try {
             OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(config.getImageModel());
-            OllamaChatRequestModel requestModel = builder.withMessage(OllamaChatMessageRole.USER, "What's in the picture?",
+            OllamaChatRequest requestModel = builder.withMessage(OllamaChatMessageRole.USER, "What's in the picture?",
                             "https://t3.ftcdn.net/jpg/02/96/63/80/360_F_296638053_0gUVA4WVBKceGsIr7LNqRWSnkusi07dq.jpg")
                     .build();
 

src/test/java/io/github/ollama4j/unittests/TestMockedAPIs.java

@@ -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.OllamaAsyncResultCallback;
-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.response.ModelDetail;
+import io.github.ollama4j.models.response.OllamaAsyncResultStreamer;
+import io.github.ollama4j.models.response.OllamaResult;
+import io.github.ollama4j.types.OllamaModelType;
+import io.github.ollama4j.utils.OptionsBuilder;
 import org.junit.jupiter.api.Test;
 import org.mockito.Mockito;
 
@@ -157,7 +157,7 @@ class TestMockedAPIs {
         String model = OllamaModelType.LLAMA2;
         String prompt = "some prompt text";
         when(ollamaAPI.generateAsync(model, prompt, false))
-                .thenReturn(new OllamaAsyncResultCallback(null, null, 3));
+                .thenReturn(new OllamaAsyncResultStreamer(null, null, 3));
         ollamaAPI.generateAsync(model, prompt, false);
         verify(ollamaAPI, times(1)).generateAsync(model, prompt, false);
     }

src/test/java/io/github/ollama4j/unittests/jackson/AbstractSerializationTest.java

@@ -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> {
 

src/test/java/io/github/ollama4j/unittests/jackson/TestChatRequestSerialization.java

@@ -1,20 +1,21 @@
-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.assertThrowsExactly;
 
 import java.io.File;
 import java.util.List;
 
+import io.github.ollama4j.models.chat.OllamaChatRequest;
 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.utils.OptionsBuilder;
 
-public class TestChatRequestSerialization extends AbstractSerializationTest<OllamaChatRequestModel> {
+public class TestChatRequestSerialization extends AbstractSerializationTest<OllamaChatRequest> {
 
     private OllamaChatRequestBuilder builder;
 
@@ -25,32 +26,32 @@ public class TestChatRequestSerialization extends AbstractSerializationTest<Olla
 
     @Test
     public void testRequestOnlyMandatoryFields() {
-        OllamaChatRequestModel req = builder.withMessage(OllamaChatMessageRole.USER, "Some prompt").build();
+        OllamaChatRequest req = builder.withMessage(OllamaChatMessageRole.USER, "Some prompt").build();
         String jsonRequest = serialize(req);
-        assertEqualsAfterUnmarshalling(deserialize(jsonRequest,OllamaChatRequestModel.class), req);
+        assertEqualsAfterUnmarshalling(deserialize(jsonRequest, OllamaChatRequest.class), req);
     }
 
     @Test
     public void testRequestMultipleMessages() {
-        OllamaChatRequestModel req = builder.withMessage(OllamaChatMessageRole.SYSTEM, "System prompt")
+        OllamaChatRequest req = builder.withMessage(OllamaChatMessageRole.SYSTEM, "System prompt")
         .withMessage(OllamaChatMessageRole.USER, "Some prompt")
         .build();
         String jsonRequest = serialize(req);
-        assertEqualsAfterUnmarshalling(deserialize(jsonRequest,OllamaChatRequestModel.class), req);
+        assertEqualsAfterUnmarshalling(deserialize(jsonRequest, OllamaChatRequest.class), req);
     }
 
     @Test
     public void testRequestWithMessageAndImage() {
-        OllamaChatRequestModel req = builder.withMessage(OllamaChatMessageRole.USER, "Some prompt",
+        OllamaChatRequest req = builder.withMessage(OllamaChatMessageRole.USER, "Some prompt",
                 List.of(new File("src/test/resources/dog-on-a-boat.jpg"))).build();
         String jsonRequest = serialize(req);
-        assertEqualsAfterUnmarshalling(deserialize(jsonRequest,OllamaChatRequestModel.class), req);
+        assertEqualsAfterUnmarshalling(deserialize(jsonRequest, OllamaChatRequest.class), req);
     }
 
     @Test
     public void testRequestWithOptions() {
         OptionsBuilder b = new OptionsBuilder();
-        OllamaChatRequestModel req = builder.withMessage(OllamaChatMessageRole.USER, "Some prompt")
+        OllamaChatRequest req = builder.withMessage(OllamaChatMessageRole.USER, "Some prompt")
             .withOptions(b.setMirostat(1).build())
             .withOptions(b.setTemperature(1L).build())
             .withOptions(b.setMirostatEta(1L).build())
@@ -59,10 +60,14 @@ public class TestChatRequestSerialization extends AbstractSerializationTest<Olla
             .withOptions(b.setSeed(1).build())
             .withOptions(b.setTopK(1).build())
             .withOptions(b.setTopP(1).build())
+            .withOptions(b.setMinP(1).build())
+            .withOptions(b.setCustomOption("cust_float", 1.0f).build())
+            .withOptions(b.setCustomOption("cust_int", 1).build())
+            .withOptions(b.setCustomOption("cust_str", "custom").build())
             .build();
 
         String jsonRequest = serialize(req);
-        OllamaChatRequestModel deserializeRequest = deserialize(jsonRequest, OllamaChatRequestModel.class);
+        OllamaChatRequest deserializeRequest = deserialize(jsonRequest, OllamaChatRequest.class);
         assertEqualsAfterUnmarshalling(deserializeRequest, req);
         assertEquals(1, deserializeRequest.getOptions().get("mirostat"));
         assertEquals(1.0, deserializeRequest.getOptions().get("temperature"));
@@ -72,11 +77,25 @@ public class TestChatRequestSerialization extends AbstractSerializationTest<Olla
         assertEquals(1, deserializeRequest.getOptions().get("seed"));
         assertEquals(1, deserializeRequest.getOptions().get("top_k"));
         assertEquals(1.0, deserializeRequest.getOptions().get("top_p"));
+        assertEquals(1.0, deserializeRequest.getOptions().get("min_p"));
+        assertEquals(1.0, deserializeRequest.getOptions().get("cust_float"));
+        assertEquals(1, deserializeRequest.getOptions().get("cust_int"));
+        assertEquals("custom", deserializeRequest.getOptions().get("cust_str"));
+    }
+
+    @Test
+    public void testRequestWithInvalidCustomOption() {
+        OptionsBuilder b = new OptionsBuilder();
+        assertThrowsExactly(IllegalArgumentException.class, () -> {
+                OllamaChatRequest req = builder.withMessage(OllamaChatMessageRole.USER, "Some prompt")
+                .withOptions(b.setCustomOption("cust_obj", new Object()).build())
+                .build();
+        });
     }
 
     @Test
     public void testWithJsonFormat() {
-        OllamaChatRequestModel req = builder.withMessage(OllamaChatMessageRole.USER, "Some prompt")
+        OllamaChatRequest req = builder.withMessage(OllamaChatMessageRole.USER, "Some prompt")
                 .withGetJsonResponse().build();
 
         String jsonRequest = serialize(req);
@@ -89,25 +108,25 @@ public class TestChatRequestSerialization extends AbstractSerializationTest<Olla
 
     @Test
     public void testWithTemplate() {
-        OllamaChatRequestModel req = builder.withTemplate("System Template")
+        OllamaChatRequest req = builder.withTemplate("System Template")
             .build();
         String jsonRequest = serialize(req);
-        assertEqualsAfterUnmarshalling(deserialize(jsonRequest, OllamaChatRequestModel.class), req);
+        assertEqualsAfterUnmarshalling(deserialize(jsonRequest, OllamaChatRequest.class), req);
     }
 
     @Test
     public void testWithStreaming() {
-        OllamaChatRequestModel req = builder.withStreaming().build();
+        OllamaChatRequest req = builder.withStreaming().build();
         String jsonRequest = serialize(req);
-        assertEquals(deserialize(jsonRequest, OllamaChatRequestModel.class).isStream(), true);
+        assertEquals(deserialize(jsonRequest, OllamaChatRequest.class).isStream(), true);
     }
 
     @Test
     public void testWithKeepAlive() {
         String expectedKeepAlive = "5m";
-        OllamaChatRequestModel req = builder.withKeepAlive(expectedKeepAlive)
+        OllamaChatRequest req = builder.withKeepAlive(expectedKeepAlive)
             .build();
         String jsonRequest = serialize(req);
-        assertEquals(deserialize(jsonRequest, OllamaChatRequestModel.class).getKeepAlive(), expectedKeepAlive);
+        assertEquals(deserialize(jsonRequest, OllamaChatRequest.class).getKeepAlive(), expectedKeepAlive);
     }
 }

src/test/java/io/github/ollama4j/unittests/jackson/TestEmbeddingsRequestSerialization.java

@@ -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> {