updated README.md

Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>
updated README.md
2025-10-28 15:10:40 +01:00 · 2024-07-28 00:06:55 +05:30 · 2024-07-27 23:55:21 +05:30 · 2024-07-27 23:53:54 +05:30 · 2024-07-27 23:52:00 +05:30 · 2024-07-27 23:30:53 +05:30
95 changed files with 1507 additions and 913 deletions
--- a/.github/workflows/gh-mvn-publish.yml
+++ b/.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 }}
--- a/.github/workflows/maven-publish.yml
+++ b/.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
--- a/.gitignore
+++ b/.gitignore
@@ -37,6 +37,8 @@ build/
 ### Mac OS ###
 .DS_Store
 /.idea/
-/src/main/java/io/github/amithkoujalgi/ollama4j/core/localtests/
 pom.xml.*
-release.properties
+release.properties
+!.idea/icon.svg
+
+src/main/java/io/github/ollama4j/localtests
--- a/.idea/icon.svg
+++ b/.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">
+<path transform="translate(0)" d="m0 0h1478v2048h-1478z" fill="#FEFEFE"/>
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+</svg>
--- a/CODE_OF_CONDUCT.md
+++ b/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.
--- a/4
+++ b/4
@@ -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:
--- a/README.md
+++ b/README.md
@@ -1,46 +1,53 @@
-<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.

-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)
+<div align="center">

-![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 +68,106 @@ 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 +175,7 @@ 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 +186,7 @@ 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 +204,24 @@ 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 'com.github.ollama4j:ollama4j:1.0.79'
 }
 ```

@@ -157,19 +229,20 @@ 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

@@ -182,19 +255,18 @@ make build
 Run unit tests:

 ```shell
-make ut
+make unit-tests
 ```

 Run integration tests:

 ```shell
-make it
+make integration-tests
 ```

 #### Releases

-Releases (newer artifact versions) are done automatically on pushing the code to the `main` branch through GitHub
-Actions CI workflow.
+Newer artifacts are published via GitHub Actions CI workflow when a new release is created from `main` branch.

 #### Who's using Ollama4j?

@@ -205,39 +277,37 @@ 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
+- `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

 #### Traction

-[![Star History Chart](https://api.star-history.com/svg?repos=amithkoujalgi/ollama4j&type=Date)](https://star-history.com/#amithkoujalgi/ollama4j&Date)
-
-### Areas of improvement
-
- [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)
+[![Star History Chart](https://api.star-history.com/svg?repos=ollama4j/ollama4j&type=Date)](https://star-history.com/#ollama4j/ollama4j&Date)

 ### Get Involved

+<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;)
+
+
 Contributions are most welcome! Whether it's reporting a bug, proposing an enhancement, or helping
 with code - any sort
 of contribution is much appreciated.
@@ -251,19 +321,16 @@ 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>
--- a/docs/blog/2023-12-22-release-post.md
+++ b/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).

--- a/docs/docs/apis-extras/basic-auth.md
+++ b/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) {
--- a/docs/docs/apis-extras/options-builder.md
+++ b/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 {

--- a/docs/docs/apis-extras/ping.md
+++ b/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) {
--- a/docs/docs/apis-extras/ps.md
+++ b/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);
+    }
+}
+```
--- a/docs/docs/apis-extras/request-timeout.md
+++ b/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) {
--- a/docs/docs/apis-extras/verbosity.md
+++ b/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) {
--- a/docs/docs/apis-generate/chat.md
+++ b/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
@@ -78,6 +85,14 @@ You will get a response similar to:
 ## Create a conversation where the answer is streamed

 ```java
+import io.github.ollama4j.OllamaAPI;
+import io.github.ollama4j.models.chat.OllamaChatMessageRole;
+import io.github.ollama4j.models.chat.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 +101,7 @@ 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 +128,13 @@ You will get a response similar to:
 ## Use a simple Console Output Stream Handler

 ```java
-import io.github.amithkoujalgi.ollama4j.core.impl.ConsoleOutputStreamHandler;
+import io.github.ollama4j.OllamaAPI;
+import io.github.ollama4j.impl.ConsoleOutputStreamHandler;
+import io.github.ollama4j.models.chat.OllamaChatMessageRole;
+import io.github.ollama4j.models.chat.OllamaChatRequestBuilder;
+import io.github.ollama4j.models.chat.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 +142,7 @@ 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 +153,14 @@ public class Main {
 ## Create a new conversation with individual system prompt

 ```java
+import io.github.ollama4j.OllamaAPI;
+import io.github.ollama4j.models.chat.OllamaChatMessageRole;
+import io.github.ollama4j.models.chat.OllamaChatRequestBuilder;
+import io.github.ollama4j.models.chat.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 +171,7 @@ 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 +191,16 @@ You will get a response similar to:
 ## Create a conversation about an image (requires model with image recognition skills)

 ```java
+import io.github.ollama4j.OllamaAPI;
+import io.github.ollama4j.models.chat.OllamaChatMessageRole;
+import io.github.ollama4j.models.chat.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 +211,10 @@ 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());
--- a/docs/docs/apis-generate/generate-async.md
+++ b/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.
+```
--- a/docs/docs/apis-generate/generate-embeddings.md
+++ b/docs/docs/apis-generate/generate-embeddings.md
@@ -12,6 +12,10 @@ Parameters:
 - `prompt`: text to generate embeddings for

 ```java
+import io.github.ollama4j.OllamaAPI;
+import io.github.ollama4j.types.OllamaModelType;
+import java.util.List;
+
 public class Main {

    public static void main(String[] args) {
--- a/docs/docs/apis-generate/generate-with-image-files.md
+++ b/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());
    }
 }
--- a/docs/docs/apis-generate/generate-with-image-urls.md
+++ b/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());
    }
 }
--- a/docs/docs/apis-generate/generate-with-tools.md
+++ b/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()
-        .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());
+String prompt1 = new Tools.PromptBuilder()
+                .withToolSpecification(fuelPriceToolSpecification)
+                .withToolSpecification(weatherToolSpecification)
+                .withPrompt("What is the petrol price in Bengaluru?")
+                .build();
+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()
-        .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());
+String prompt2 = new Tools.PromptBuilder()
+                .withToolSpecification(fuelPriceToolSpecification)
+                .withToolSpecification(weatherToolSpecification)
+                .withPrompt("What is the current weather in Bengaluru?")
+                .build();
+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:
--- a/docs/docs/apis-generate/generate.md
+++ b/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:
--- a/docs/docs/apis-generate/prompt-builder.md
+++ b/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());
    }
 }
--- a/docs/docs/apis-model-management/create-model.md
+++ b/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) {
--- a/docs/docs/apis-model-management/delete-model.md
+++ b/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) {
--- a/docs/docs/apis-model-management/get-model-details.md
+++ b/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) {
--- a/docs/docs/apis-model-management/list-models.md
+++ b/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) {
--- a/docs/docs/apis-model-management/pull-model.md
+++ b/docs/docs/apis-model-management/pull-model.md
@@ -7,10 +7,13 @@ 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) {
-        
+
        String host = "http://localhost:11434/";

        OllamaAPI ollamaAPI = new OllamaAPI(host);
--- a/docs/docs/intro.md
+++ b/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 +116,8 @@ or use other suitable implementations.
 Create a new Java class in your project and add this code.

 ```java
+import io.github.ollama4j.OllamaAPI;
+
 public class OllamaAPITest {

    public static void main(String[] args) {
--- a/docs/docusaurus.config.js
+++ b/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',
@@ -46,14 +46,14 @@ const config = {
                    // Please change this to your repo.
                    // Remove this to remove the "edit this page" links.
                    editUrl:
-                        'https://github.com/amithkoujalgi/ollama4j/blob/main/docs',
+                        'https://github.com/ollama4j/ollama4j/blob/main/docs',
                },
                blog: {
                    showReadingTime: true,
                    // Please change this to your repo.
                    // Remove this to remove the "edit this page" links.
                    editUrl:
-                        'https://github.com/amithkoujalgi/ollama4j/blob/main/docs',
+                        'https://github.com/ollama4j/ollama4j/blob/main/docs',
                },
                theme: {
                    customCss: './src/css/custom.css',
@@ -80,11 +80,11 @@ const config = {
                        position: 'left',
                        label: 'Docs',
                    },
-                    {to: 'https://amithkoujalgi.github.io/ollama4j/apidocs/', label: 'Javadoc', position: 'left'},
-                    {to: 'https://amithkoujalgi.github.io/ollama4j/doxygen/html/', label: 'Doxygen', position: 'left'},
+                    {to: 'https://ollama4j.github.io/ollama4j/apidocs/', label: 'Javadoc', position: 'left'},
+                    {to: 'https://ollama4j.github.io/ollama4j/doxygen/html/', label: 'Doxygen', position: 'left'},
                    {to: '/blog', label: 'Blog', position: 'left'},
                    {
-                        href: 'https://github.com/amithkoujalgi/ollama4j',
+                        href: 'https://github.com/ollama4j/ollama4j',
                        label: 'GitHub',
                        position: 'right',
                    },
@@ -124,7 +124,7 @@ const config = {
                            },
                            {
                                label: 'GitHub',
-                                href: 'https://github.com/amithkoujalgi/ollama4j',
+                                href: 'https://github.com/ollama4j/ollama4j',
                            },
                        ],
                    },
--- a/maven-publish.yml
+++ b/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 }}
--- a/pom.xml
+++ b/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>
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/OllamaStreamHandler.java
+++ b/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);
-}
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/OllamaAsyncResultCallback.java
+++ b/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;
-  }
-}
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/generate/OllamaGenerateRequestModel.java
+++ b/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());
-  }
-
-}
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/tools/OllamaToolsResult.java
+++ b/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;
-}
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/tools/ToolRegistry.java
+++ b/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);
-    }
-}
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/OllamaAPI.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/OllamaAPI.java
@@ -1,18 +1,23 @@
-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.OllamaEmbeddingResponseModel;
+import io.github.ollama4j.models.embeddings.OllamaEmbeddingsRequestModel;
+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;

@@ -36,10 +41,22 @@ public class OllamaAPI {

    private static final Logger logger = LoggerFactory.getLogger(OllamaAPI.class);
    private final String host;
+    /**
+     * -- SETTER --
+     * Set request timeout in seconds. Default is 3 seconds.
+     */
+    @Setter
    private long requestTimeoutSeconds = 10;
+    /**
+     * -- SETTER --
+     * Set/unset logging of responses
+     */
+    @Setter
    private boolean verbose = true;
    private BasicAuth basicAuth;

+    private final ToolRegistry toolRegistry = new ToolRegistry();
+
    /**
     * Instantiates the Ollama API.
     *
@@ -53,24 +70,6 @@ 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 +111,37 @@ 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.
     *
@@ -353,22 +383,22 @@ 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 +406,36 @@ 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 +451,15 @@ 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 +482,7 @@ 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 +518,7 @@ 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 +552,33 @@ 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 +590,10 @@ 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 +605,7 @@ 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 +656,20 @@ 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);
        }
    }
 }
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/exceptions/OllamaBaseException.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/exceptions/OllamaBaseException.java
@@ -1,4 +1,4 @@
-package io.github.amithkoujalgi.ollama4j.core.exceptions;
+package io.github.ollama4j.exceptions;

 public class OllamaBaseException extends Exception {

--- a/src/main/java/io/github/ollama4j/exceptions/ToolInvocationException.java
+++ b/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);
+    }
+}
--- a/src/main/java/io/github/ollama4j/exceptions/ToolNotFoundException.java
+++ b/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);
+    }
+}
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/impl/ConsoleOutputStreamHandler.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/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();
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/chat/OllamaChatMessage.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/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;
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/chat/OllamaChatMessageRole.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/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;

--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/chat/OllamaChatRequestModel.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/chat/OllamaChatRequestModel.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;
    }

--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/chat/OllamaChatRequestBuilder.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/chat/OllamaChatRequestBuilder.java
@@ -1,4 +1,4 @@
-package io.github.amithkoujalgi.ollama4j.core.models.chat;
+package io.github.ollama4j.models.chat;

 import java.io.File;
 import java.io.IOException;
@@ -11,32 +11,32 @@ import java.util.stream.Collectors;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;

-import io.github.amithkoujalgi.ollama4j.core.utils.Options;
-import io.github.amithkoujalgi.ollama4j.core.utils.Utils;
+import io.github.ollama4j.utils.Options;
+import io.github.ollama4j.utils.Utils;

 /**
- * Helper class for creating {@link OllamaChatRequestModel} objects using the builder-pattern.
+ * 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);
+        request = new OllamaChatRequest(model, messages);
    }

-    private OllamaChatRequestModel request;
+    private OllamaChatRequest request;

    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<>());
+        request = new OllamaChatRequest(request.getModel(), new ArrayList<>());
    }

    public OllamaChatRequestBuilder withMessage(OllamaChatMessageRole role, String content, List<File> images){
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/chat/OllamaChatResponseModel.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/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;
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/chat/OllamaChatResult.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/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
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/chat/OllamaChatStreamObserver.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/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);
    }
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/embeddings/OllamaEmbeddingResponseModel.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/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;

--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/embeddings/OllamaEmbeddingsRequestBuilder.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/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 {

--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/embeddings/OllamaEmbeddingsRequestModel.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/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;
--- a/src/main/java/io/github/ollama4j/models/generate/OllamaGenerateRequest.java
+++ b/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());
+  }
+
+}
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/generate/OllamaGenerateRequestBuilder.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/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;
    }

--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/generate/OllamaGenerateResponseModel.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/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;
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/generate/OllamaGenerateStreamObserver.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/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);
    }
--- a/src/main/java/io/github/ollama4j/models/generate/OllamaStreamHandler.java
+++ b/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);
+}
--- a/src/main/java/io/github/ollama4j/models/ps/ModelsProcessResponse.java
+++ b/src/main/java/io/github/ollama4j/models/ps/ModelsProcessResponse.java
@@ -0,0 +1,35 @@
+package io.github.ollama4j.models.ps;
+
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+import java.util.List;
+
+@Data
+@NoArgsConstructor
+public class ModelsProcessResponse {
+    private List<ModelProcess> models;
+
+    @Data
+    @NoArgsConstructor
+    public static class ModelProcess {
+        private String name;
+        private String model;
+        private long size;
+        private String digest;
+        private ModelDetails details;
+        private String expiresAt;
+        private long sizeVram;
+    }
+
+    @Data
+    @NoArgsConstructor
+    public static class ModelDetails {
+        private String parentModel;
+        private String format;
+        private String family;
+        private List<String> families;
+        private String parameterSize;
+        private String quantizationLevel;
+    }
+}
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/BasicAuth.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/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;
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/request/CustomModelFileContentsRequest.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/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;
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/request/CustomModelFilePathRequest.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/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;
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/request/ModelRequest.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/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;
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/request/OllamaChatEndpointCaller.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/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;

--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/OllamaCommonRequestModel.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/OllamaCommonRequestModel.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)
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/request/OllamaEndpointCaller.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/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);
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/request/OllamaGenerateEndpointCaller.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/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;

--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/ListModelsResponse.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/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
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/Model.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/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
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/ModelDetail.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/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
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/ModelMeta.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/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
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/ModelPullResponse.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/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;
--- a/src/main/java/io/github/ollama4j/models/response/OllamaAsyncResultStreamer.java
+++ b/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();
+        }
+    }
+
+}
+
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/OllamaErrorResponseModel.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/OllamaErrorResponseModel.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;
 }
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/OllamaResult.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/models/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;
--- a/src/main/java/io/github/ollama4j/models/response/OllamaResultStream.java
+++ b/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();
+    }
+}
--- a/src/main/java/io/github/ollama4j/tools/OllamaToolsResult.java
+++ b/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;
+    }
+}
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/tools/DynamicFunction.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/tools/DynamicFunction.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);
 }
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/tools/ToolDef.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/tools/ToolDef.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;
-
 }

--- a/src/main/java/io/github/ollama4j/tools/ToolRegistry.java
+++ b/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);
+    }
+}
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/tools/MistralTools.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/tools/MistralTools.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;
-//        }
    }
 }
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/types/OllamaModelType.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/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.
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/utils/BooleanToJsonFormatFlagSerializer.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/utils/BooleanToJsonFormatFlagSerializer.java
@@ -1,4 +1,4 @@
-package io.github.amithkoujalgi.ollama4j.core.utils;
+package io.github.ollama4j.utils;

 import java.io.IOException;

--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/utils/FileToBase64Serializer.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/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;
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/utils/OllamaRequestBody.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/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;
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/utils/Options.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/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;
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/utils/OptionsBuilder.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/utils/OptionsBuilder.java
@@ -1,4 +1,4 @@
-package io.github.amithkoujalgi.ollama4j.core.utils;
+package io.github.ollama4j.utils;

 import java.util.HashMap;

--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/utils/PromptBuilder.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/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
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/utils/SamplePrompts.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/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;
--- a/src/main/java/io/github/amithkoujalgi/ollama4j/core/utils/Utils.java
+++ b/src/main/java/io/github/amithkoujalgi/ollama4j/core/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;
--- a/src/test/java/io/github/amithkoujalgi/ollama4j/integrationtests/TestRealAPIs.java
+++ b/src/test/java/io/github/amithkoujalgi/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();

--- a/src/test/java/io/github/amithkoujalgi/ollama4j/unittests/TestMockedAPIs.java
+++ b/src/test/java/io/github/amithkoujalgi/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);
    }
--- a/src/test/java/io/github/amithkoujalgi/ollama4j/unittests/jackson/AbstractSerializationTest.java
+++ b/src/test/java/io/github/amithkoujalgi/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> {

--- a/src/test/java/io/github/amithkoujalgi/ollama4j/unittests/jackson/TestChatRequestSerialization.java
+++ b/src/test/java/io/github/amithkoujalgi/ollama4j/unittests/jackson/TestChatRequestSerialization.java
@@ -1,20 +1,20 @@
-package io.github.amithkoujalgi.ollama4j.unittests.jackson;
+package io.github.ollama4j.unittests.jackson;

 import static org.junit.jupiter.api.Assertions.assertEquals;

 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 +25,32 @@ 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())
@@ -62,7 +62,7 @@ public class TestChatRequestSerialization extends AbstractSerializationTest<Olla
            .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"));
@@ -76,7 +76,7 @@ public class TestChatRequestSerialization extends AbstractSerializationTest<Olla

    @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 +89,25 @@ 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);
    }
 }
--- a/src/test/java/io/github/amithkoujalgi/ollama4j/unittests/jackson/TestEmbeddingsRequestSerialization.java
+++ b/src/test/java/io/github/amithkoujalgi/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> {

--- a/src/test/java/io/github/amithkoujalgi/ollama4j/unittests/jackson/TestGenerateRequestSerialization.java
+++ b/src/test/java/io/github/amithkoujalgi/ollama4j/unittests/jackson/TestGenerateRequestSerialization.java
@@ -1,17 +1,17 @@
-package io.github.amithkoujalgi.ollama4j.unittests.jackson;
+package io.github.ollama4j.unittests.jackson;

 import static org.junit.jupiter.api.Assertions.assertEquals;

+import io.github.ollama4j.models.generate.OllamaGenerateRequest;
 import org.json.JSONObject;
 import org.junit.jupiter.api.BeforeEach;
 import org.junit.jupiter.api.Test;


-import io.github.amithkoujalgi.ollama4j.core.models.generate.OllamaGenerateRequestBuilder;
-import io.github.amithkoujalgi.ollama4j.core.models.generate.OllamaGenerateRequestModel;
-import io.github.amithkoujalgi.ollama4j.core.utils.OptionsBuilder;
+import io.github.ollama4j.models.generate.OllamaGenerateRequestBuilder;
+import io.github.ollama4j.utils.OptionsBuilder;

-public class TestGenerateRequestSerialization extends AbstractSerializationTest<OllamaGenerateRequestModel> {
+public class TestGenerateRequestSerialization extends AbstractSerializationTest<OllamaGenerateRequest> {

    private OllamaGenerateRequestBuilder builder;

@@ -22,27 +22,27 @@ public class TestGenerateRequestSerialization extends AbstractSerializationTest<

    @Test
    public void testRequestOnlyMandatoryFields() {
-        OllamaGenerateRequestModel req = builder.withPrompt("Some prompt").build();
+        OllamaGenerateRequest req = builder.withPrompt("Some prompt").build();

        String jsonRequest = serialize(req);
-        assertEqualsAfterUnmarshalling(deserialize(jsonRequest, OllamaGenerateRequestModel.class), req);
+        assertEqualsAfterUnmarshalling(deserialize(jsonRequest, OllamaGenerateRequest.class), req);
    }

    @Test
    public void testRequestWithOptions() {
        OptionsBuilder b = new OptionsBuilder();
-        OllamaGenerateRequestModel req =
+        OllamaGenerateRequest req =
                builder.withPrompt("Some prompt").withOptions(b.setMirostat(1).build()).build();

        String jsonRequest = serialize(req);
-        OllamaGenerateRequestModel deserializeRequest = deserialize(jsonRequest, OllamaGenerateRequestModel.class);
+        OllamaGenerateRequest deserializeRequest = deserialize(jsonRequest, OllamaGenerateRequest.class);
        assertEqualsAfterUnmarshalling(deserializeRequest, req);
        assertEquals(1, deserializeRequest.getOptions().get("mirostat"));
    }

    @Test
    public void testWithJsonFormat() {
-        OllamaGenerateRequestModel req =
+        OllamaGenerateRequest req =
                builder.withPrompt("Some prompt").withGetJsonResponse().build();

        String jsonRequest = serialize(req);
--- a/src/test/java/io/github/amithkoujalgi/ollama4j/unittests/jackson/TestModelRequestSerialization.java
+++ b/src/test/java/io/github/amithkoujalgi/ollama4j/unittests/jackson/TestModelRequestSerialization.java
@@ -1,6 +1,6 @@
-package io.github.amithkoujalgi.ollama4j.unittests.jackson;
+package io.github.ollama4j.unittests.jackson;

-import io.github.amithkoujalgi.ollama4j.core.models.Model;
+import io.github.ollama4j.models.response.Model;
 import org.junit.jupiter.api.Test;

 public class TestModelRequestSerialization extends AbstractSerializationTest<Model> {
Author	SHA1	Message	Date
Amith Koujalgi	30250f79d9	updated README.md Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-07-28 00:06:55 +05:30
Amith Koujalgi	d4ee9ed051	updated README.md Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-07-27 23:55:21 +05:30
Amith Koujalgi	4412ac683a	updated README.md Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-07-27 23:53:54 +05:30
Amith Koujalgi	b5b1a26941	updated README.md Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-07-27 23:52:00 +05:30
Amith Koujalgi	a84230bbd1	updated README.md Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-07-27 23:30:53 +05:30
Amith Koujalgi	00c9b16556	Refactored classes into `request` and `response` packages Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-07-27 23:20:18 +05:30
Amith Koujalgi	9a2194334f	Added `ps()` API Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-07-27 20:58:53 +05:30
Amith Koujalgi	f9cf11ecdf	Added `ps()` API Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-07-27 20:54:04 +05:30
Amith Koujalgi	0af80865c3	updated README.md Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-07-27 16:59:15 +05:30
Amith Koujalgi	a304c01194	updated README.md Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-07-27 16:58:43 +05:30
Amith Koujalgi	887708864e	updated README.md Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-07-27 16:56:19 +05:30
Amith Koujalgi	2f0c4fdcc9	updated README.md Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-07-27 16:54:34 +05:30
Amith Koujalgi	73aabd7ca6	updated README.md Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-07-27 16:48:05 +05:30
Amith Koujalgi	17ca2bdee3	updated README.md Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-07-27 16:46:53 +05:30
Amith Koujalgi	e43bd3acb4	Refactored the package structure to use `io.github.ollama4j` instead of the old naming `io.github.amithkoujalgi.ollama4j.core` Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-07-27 16:37:47 +05:30
Amith Koujalgi	0b041f4340	updated README.md Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-07-27 15:59:23 +05:30
Amith Koujalgi	6c6062b757	updated README.md Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-07-27 15:58:24 +05:30
Amith Koujalgi	68fd8b7cc8	updated README.md Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-07-27 15:57:38 +05:30
Amith Koujalgi	bb6f8aa343	updated README.md Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-07-27 15:56:36 +05:30
Amith Koujalgi	12802be0bc	updated README.md Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-07-27 15:35:35 +05:30
Amith Koujalgi	bd56ccfef7	Update README.md	2024-07-27 02:45:36 +05:30
Amith Koujalgi	51563f276f	updated README.md Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-07-27 00:57:55 +05:30
Amith Koujalgi	6e282124bf	updated README.md Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-07-27 00:56:57 +05:30
Amith Koujalgi	3ab9e4c283	Update README.md	2024-07-27 00:45:20 +05:30
Amith Koujalgi	2db6a22cc7	updated README.md Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-07-27 00:39:42 +05:30
Amith Koujalgi	cc69341620	updated links Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-07-27 00:22:16 +05:30
Amith Koujalgi	4589a9032c	updated links	2024-07-27 00:21:34 +05:30
Amith Koujalgi	da273402b5	updated links	2024-07-27 00:16:44 +05:30
Amith Koujalgi	cfa8aa14d7	updated publishing config	2024-07-26 23:57:19 +05:30
Amith Koujalgi	bc4e8303aa	Update README.md	2024-07-16 23:43:55 +05:30
Amith Koujalgi	f2f740a2a0	Update README.md	2024-07-16 23:42:47 +05:30
Amith Koujalgi	4cbb783a61	Update README.md	2024-07-16 23:41:29 +05:30
Amith Koujalgi	5c9e0b7d8a	Update README.md	2024-07-16 23:40:12 +05:30
koujalgi.amith@gmail.com	2f8577a24d	updated README.md Signed-off-by: koujalgi.amith@gmail.com <koujalgi.amith@gmail.com>	2024-07-16 09:42:47 +05:30
Amith Koujalgi	02116b7025	Create CODE_OF_CONDUCT.md	2024-07-15 22:57:01 +05:30
Amith Koujalgi	f3778f8786	Update README.md	2024-07-15 22:52:11 +05:30
Amith Koujalgi	c6141634db	Update README.md	2024-07-15 22:29:36 +05:30
Amith Koujalgi	d9f98ad901	Update README.md	2024-07-15 22:23:46 +05:30
Amith Koujalgi	79d97445b8	Update README.md	2024-07-14 23:13:21 +05:30
Amith Koujalgi	1c40697c96	Update README.md	2024-07-14 23:11:48 +05:30
koujalgi.amith@gmail.com	f03026abb3	updated README.md Signed-off-by: koujalgi.amith@gmail.com <koujalgi.amith@gmail.com>	2024-07-14 23:04:30 +05:30
koujalgi.amith@gmail.com	63a6e81ac2	updated README.md Signed-off-by: koujalgi.amith@gmail.com <koujalgi.amith@gmail.com>	2024-07-14 22:54:51 +05:30
koujalgi.amith@gmail.com	76cad0f584	updated README.md Signed-off-by: koujalgi.amith@gmail.com <koujalgi.amith@gmail.com>	2024-07-14 22:50:54 +05:30
Amith Koujalgi	bee2908d1e	Updated README.md Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-07-14 13:34:12 +05:30
Amith Koujalgi	8a4c9fd969	Updated README.md Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-07-14 13:27:23 +05:30
koujalgi.amith@gmail.com	d470f940b0	updated README.md Signed-off-by: koujalgi.amith@gmail.com <koujalgi.amith@gmail.com>	2024-07-14 11:39:36 +05:30
koujalgi.amith@gmail.com	df402efaba	updated README.md Signed-off-by: koujalgi.amith@gmail.com <koujalgi.amith@gmail.com>	2024-07-14 11:37:47 +05:30
koujalgi.amith@gmail.com	677362abbf	updated README.md Signed-off-by: koujalgi.amith@gmail.com <koujalgi.amith@gmail.com>	2024-07-14 11:35:45 +05:30
koujalgi.amith@gmail.com	81689be194	Refactored tools API Signed-off-by: koujalgi.amith@gmail.com <koujalgi.amith@gmail.com>	2024-07-14 11:23:36 +05:30
koujalgi.amith@gmail.com	fd93036d08	Refactor Signed-off-by: koujalgi.amith@gmail.com <koujalgi.amith@gmail.com>	2024-07-14 00:07:23 +05:30
koujalgi.amith@gmail.com	c9b05a725b	Refactor Signed-off-by: koujalgi.amith@gmail.com <koujalgi.amith@gmail.com>	2024-07-14 00:05:43 +05:30
koujalgi.amith@gmail.com	a4e1b4afe9	Removed old maven-publish.yml Signed-off-by: koujalgi.amith@gmail.com <koujalgi.amith@gmail.com>	2024-07-14 00:02:20 +05:30
koujalgi.amith@gmail.com	3d21813abb	updated README.md Signed-off-by: koujalgi.amith@gmail.com <koujalgi.amith@gmail.com>	2024-07-14 00:00:52 +05:30
koujalgi.amith@gmail.com	383d0f56ca	Updated `generateAsync()` API Signed-off-by: koujalgi.amith@gmail.com <koujalgi.amith@gmail.com>	2024-07-13 23:54:49 +05:30
koujalgi.amith@gmail.com	af1b213a76	updated README.md Signed-off-by: koujalgi.amith@gmail.com <koujalgi.amith@gmail.com>	2024-07-13 21:50:45 +05:30
koujalgi.amith@gmail.com	fed89a9643	updated README.md Signed-off-by: koujalgi.amith@gmail.com <koujalgi.amith@gmail.com>	2024-07-13 21:49:26 +05:30
Amith Koujalgi	fd32aa33ff	Updated README.md Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-07-13 14:30:13 +05:30