added getLibraryModelDetails API and pullModel API with LibraryModelTag

Merge pull request #76 from ollama4j/model-listing
updated `listModelsFromLibrary` API
2025-10-27 14:40:42 +01:00 · 2024-11-08 11:23:47 +05:30 · 2024-11-08 10:05:19 +05:30 · 2024-11-08 10:02:27 +05:30 · 2024-11-08 00:08:13 +05:30 · 2024-11-07 23:54:56 +05:30
25 changed files with 1262 additions and 367 deletions
--- a/4
+++ b/4
@@ -11,9 +11,9 @@ doxygen:
 	doxygen Doxyfile

 list-releases:
-	curl 'https://central.sonatype.com/api/internal/browse/component/versions?sortField=normalizedVersion&sortDirection=asc&page=0&size=12&filter=namespace%3Aio.github.amithkoujalgi%2Cname%3Aollama4j' \
+	curl 'https://central.sonatype.com/api/internal/browse/component/versions?sortField=normalizedVersion&sortDirection=desc&page=0&size=20&filter=namespace%3Aio.github.ollama4j%2Cname%3Aollama4j' \
      --compressed \
-      --silent | jq '.components[].version'
+      --silent | jq -r '.components[].version'

 build-docs:
 	npm i --prefix docs && npm run build --prefix docs
--- a/README.md
+++ b/README.md
@@ -4,12 +4,11 @@
  <img src='https://raw.githubusercontent.com/ollama4j/ollama4j/65a9d526150da8fcd98e2af6a164f055572bf722/ollama4j.jpeg' width='100' alt="ollama4j-icon">
 </p>

-
-A Java library (wrapper/binding) for [Ollama](https://ollama.ai/) server.
+<div align="center">
+A Java library (wrapper/binding) for Ollama server.

 Find more details on the [website](https://ollama4j.github.io/ollama4j/).

-<div align="center">

 ![GitHub stars](https://img.shields.io/github/stars/ollama4j/ollama4j)
 ![GitHub forks](https://img.shields.io/github/forks/ollama4j/ollama4j)
@@ -155,7 +154,7 @@ In your Maven project, add this dependency:
 <dependency>
    <groupId>io.github.ollama4j</groupId>
    <artifactId>ollama4j</artifactId>
-    <version>1.0.79</version>
+    <version>1.0.87</version>
 </dependency>
 ```

@@ -221,7 +220,7 @@ In your Maven project, add this dependency:

 ```groovy
 dependencies {
-    implementation 'com.github.ollama4j:ollama4j:1.0.79'
+    implementation 'io.github.ollama4j:ollama4j:1.0.79'
 }
 ```

@@ -268,7 +267,10 @@ make integration-tests

 Newer artifacts are published via GitHub Actions CI workflow when a new release is created from `main` branch.

-#### Who's using Ollama4j?
+## ⭐ Give us a Star!
+If you like or are using this project to build your own, please give us a star. It's a free way to show your support.
+
+## Who's using Ollama4j?

 - `Datafaker`: a library to generate fake data
    - https://github.com/datafaker-net/datafaker-experimental/tree/main/ollama-api
@@ -277,14 +279,26 @@ Newer artifacts are published via GitHub Actions CI workflow when a new release
 - `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
+- `AI Player`: A minecraft mod which aims to add a "second player" into the game which will actually be intelligent.
+    - https://github.com/shasankp000/AI-Player
+    - https://www.reddit.com/r/fabricmc/comments/1e65x5s/comment/ldr2vcf/
 - `Ollama4j Web UI`: A web UI for Ollama written in Java using Spring Boot and Vaadin framework and
-  Ollama4j. https://github.com/ollama4j/ollama4j-web-ui
+  Ollama4j.
+    - https://github.com/ollama4j/ollama4j-web-ui
+- `JnsCLI`: A command-line tool for Jenkins that manages jobs, builds, and configurations directly from the terminal while offering AI-powered error analysis for quick troubleshooting.
+    -  https://github.com/mirum8/jnscli
+- `Katie Backend`: An Open Source AI-based question-answering platform that helps companies and organizations make their private domain knowledge accessible and useful to their employees and customers.
+    - https://github.com/wyona/katie-backend
+- `TeleLlama3 Bot`: A Question-Answering Telegram Bot.
+    - https://git.hiast.edu.sy/mohamadbashar.disoki/telellama3-bot
+- `moqui-wechat`: A wechat plugin
+    - https://github.com/heguangyong/moqui-wechat

-#### Traction
+## Traction

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

-### Get Involved
+## Get Involved

 <div align="center">

@@ -312,6 +326,22 @@ Contributions are most welcome! Whether it's reporting a bug, proposing an enhan
 with code - any sort
 of contribution is much appreciated.

+## 🏷️ License and Citation
+
+The code is available under [MIT License](./LICENSE).
+
+If you find this project helpful in your research, please cite this work at
+
+```
+@misc{ollama4j2024,
+    author       = {Amith Koujalgi},
+    title        = {Ollama4j: A Java Library (Wrapper/Binding) for Ollama Server},
+    year         = {2024},
+    month        = {January},
+    url          = {https://github.com/ollama4j/ollama4j}
+}
+```
+
 ### References

 - [Ollama REST APIs](https://github.com/jmorganca/ollama/blob/main/docs/api.md)
--- a/docs/docs/apis-generate/custom-roles.md
+++ b/docs/docs/apis-generate/custom-roles.md
@@ -0,0 +1,65 @@
+---
+sidebar_position: 8
+---
+
+# Custom Roles
+
+Allows to manage custom roles (apart from the base roles) for chat interactions with the models.
+
+_Particularly helpful when you would need to use different roles that the newer models support other than the base
+roles._
+
+_Base roles are `SYSTEM`, `USER`, `ASSISTANT`, `TOOL`._
+
+### Usage
+
+#### Add new role
+
+```java
+import io.github.ollama4j.OllamaAPI;
+import io.github.ollama4j.models.chat.OllamaChatMessageRole;
+
+public class Main {
+
+    public static void main(String[] args) {
+        String host = "http://localhost:11434/";
+        OllamaAPI ollamaAPI = new OllamaAPI(host);
+
+        OllamaChatMessageRole customRole = ollamaAPI.addCustomRole("custom-role");
+    }
+}
+```
+
+#### List roles
+
+```java
+import io.github.ollama4j.OllamaAPI;
+import io.github.ollama4j.models.chat.OllamaChatMessageRole;
+
+public class Main {
+
+    public static void main(String[] args) {
+        String host = "http://localhost:11434/";
+        OllamaAPI ollamaAPI = new OllamaAPI(host);
+
+        List<OllamaChatMessageRole> roles = ollamaAPI.listRoles();
+    }
+}
+```
+
+#### Get role
+
+```java
+import io.github.ollama4j.OllamaAPI;
+import io.github.ollama4j.models.chat.OllamaChatMessageRole;
+
+public class Main {
+
+    public static void main(String[] args) {
+        String host = "http://localhost:11434/";
+        OllamaAPI ollamaAPI = new OllamaAPI(host);
+
+        List<OllamaChatMessageRole> roles = ollamaAPI.getRole("custom-role");
+    }
+}
+```
--- a/docs/docs/apis-generate/generate-embeddings.md
+++ b/docs/docs/apis-generate/generate-embeddings.md
@@ -8,12 +8,85 @@ Generate embeddings from a model.

 Parameters:

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

 ```java
 import io.github.ollama4j.OllamaAPI;
 import io.github.ollama4j.types.OllamaModelType;
+
 import java.util.List;

 public class Main {
@@ -40,11 +113,6 @@ You will get a response similar to:
    0.009260174818336964,
    0.23178744316101074,
    -0.2916173040866852,
-    -0.8924556970596313,
-    0.8785552978515625,
-    -0.34576427936553955,
-    0.5742510557174683,
-    -0.04222835972905159,
-    -0.137906014919281
+    -0.8924556970596313
 ]
 ```
--- a/docs/docs/apis-model-management/list-library-models.md
+++ b/docs/docs/apis-model-management/list-library-models.md
@@ -0,0 +1,102 @@
+---
+sidebar_position: 6
+---
+
+# List Models from Ollama Library
+
+This API retrieves a list of models from the Ollama library. It fetches available models directly from the Ollama
+library page, including details such as the model's name, pull count, popular tags, tag count, and the last update time.
+
+```java title="ListLibraryModels.java"
+import io.github.ollama4j.OllamaAPI;
+import io.github.ollama4j.models.response.LibraryModel;
+
+import java.util.List;
+
+public class Main {
+
+    public static void main(String[] args) {
+
+        String host = "http://localhost:11434/";
+
+        OllamaAPI ollamaAPI = new OllamaAPI(host);
+
+        List<LibraryModel> libraryModels = ollamaAPI.listModelsFromLibrary();
+
+        System.out.println(libraryModels);
+    }
+}
+```
+
+The following is the sample response:
+
+```
+[
+    LibraryModel(name=llama3.2-vision, description=Llama 3.2 Vision is a collection of instruction-tuned image reasoning generative models in 11B and 90B sizes., pullCount=21.1K, totalTags=9, popularTags=[vision, 11b, 90b], lastUpdated=yesterday), 
+    LibraryModel(name=llama3.2, description=Meta's Llama 3.2 goes small with 1B and 3B models., pullCount=2.4M, totalTags=63, popularTags=[tools, 1b, 3b], lastUpdated=6 weeks ago)
+]
+```
+
+# Get Tags of a Library Model
+
+This API Fetches the tags associated with a specific model from Ollama library.
+
+```java title="GetLibraryModelTags.java"
+import io.github.ollama4j.OllamaAPI;
+import io.github.ollama4j.models.response.LibraryModel;
+import io.github.ollama4j.models.response.LibraryModelDetail;
+
+public class Main {
+
+    public static void main(String[] args) {
+
+        String host = "http://localhost:11434/";
+
+        OllamaAPI ollamaAPI = new OllamaAPI(host);
+
+        List<LibraryModel> libraryModels = ollamaAPI.listModelsFromLibrary();
+
+        LibraryModelDetail libraryModelDetail = ollamaAPI.getLibraryModelDetails(libraryModels.get(0));
+
+        System.out.println(libraryModelDetail);
+    }
+}
+```
+
+```
+LibraryModelDetail(
+  model=LibraryModel(name=llama3.2-vision, description=Llama 3.2 Vision is a collection of instruction-tuned image reasoning generative models in 11B and 90B sizes., pullCount=21.1K, totalTags=9, popularTags=[vision, 11b, 90b], lastUpdated=yesterday), 
+  tags=[
+        LibraryModelTag(name=llama3.2-vision, tag=latest, size=7.9GB, lastUpdated=yesterday), 
+        LibraryModelTag(name=llama3.2-vision, tag=11b, size=7.9GB, lastUpdated=yesterday), 
+        LibraryModelTag(name=llama3.2-vision, tag=90b, size=55GB, lastUpdated=yesterday)
+    ]
+)
+```
+
+You can use this information to pull models into Ollama server.
+
+```java title="PullLibraryModelTags.java"
+import io.github.ollama4j.OllamaAPI;
+import io.github.ollama4j.models.response.LibraryModel;
+import io.github.ollama4j.models.response.LibraryModelDetail;
+import io.github.ollama4j.models.response.LibraryModelTag;
+
+public class Main {
+
+    public static void main(String[] args) {
+
+        String host = "http://localhost:11434/";
+
+        OllamaAPI ollamaAPI = new OllamaAPI(host);
+
+        List<LibraryModel> libraryModels = ollamaAPI.listModelsFromLibrary();
+
+        LibraryModelDetail libraryModelDetail = ollamaAPI.getLibraryModelDetails(libraryModels.get(0));
+
+        LibraryModelTag libraryModelTag = libraryModelDetail.getTags().get(0);
+
+        ollamaAPI.pullModel(libraryModelTag);
+    }
+}
+```
--- a/docs/docs/apis-model-management/list-models.md
+++ b/docs/docs/apis-model-management/list-models.md
@@ -4,7 +4,7 @@ sidebar_position: 1

 # List Models

-This API lets you list available models on the Ollama server.
+This API lets you list downloaded/available models on the Ollama server.

 ```java title="ListModels.java"
 import io.github.ollama4j.OllamaAPI;
--- a/docs/package-lock.json
+++ b/docs/package-lock.json
@@ -3383,24 +3383,6 @@
        "@types/ms": "*"
      }
    },
-    "node_modules/@types/eslint": {
-      "version": "8.56.0",
-      "resolved": "https://registry.npmjs.org/@types/eslint/-/eslint-8.56.0.tgz",
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-      "dependencies": {
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-        "@types/json-schema": "*"
-      }
-    },
-    "node_modules/@types/eslint-scope": {
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-      "resolved": "https://registry.npmjs.org/@types/eslint-scope/-/eslint-scope-3.7.7.tgz",
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-      "dependencies": {
-        "@types/eslint": "*",
-        "@types/estree": "*"
-      }
-    },
    "node_modules/@types/estree": {
      "version": "1.0.5",
      "resolved": "https://registry.npmjs.org/@types/estree/-/estree-1.0.5.tgz",
@@ -3691,9 +3673,10 @@
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    "node_modules/@webassemblyjs/ast": {
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-      "resolved": "https://registry.npmjs.org/@webassemblyjs/ast/-/ast-1.11.6.tgz",
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+      "version": "1.12.1",
+      "resolved": "https://registry.npmjs.org/@webassemblyjs/ast/-/ast-1.12.1.tgz",
+      "integrity": "sha512-EKfMUOPRRUTy5UII4qJDGPpqfwjOmZ5jeGFwid9mnoqIFK+e0vqoi1qH56JpmZSzEL53jKnNzScdmftJyG5xWg==",
+      "license": "MIT",
      "dependencies": {
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        "@webassemblyjs/helper-wasm-bytecode": "1.11.6"
@@ -3702,22 +3685,26 @@
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+      "integrity": "sha512-ejAj9hfRJ2XMsNHk/v6Fu2dGS+i4UaXBXGemOfQ/JfQ6mdQg/WXtwleQRLLS4OvfDhv8rYnVwH27YJLMyYsxhw==",
+      "license": "MIT"
    },
    "node_modules/@webassemblyjs/helper-api-error": {
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+      "license": "MIT"
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+      "license": "MIT",
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        "@webassemblyjs/helper-wasm-bytecode": "1.11.6",
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@@ -3759,29 +3750,32 @@
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      "funding": [
        {
          "type": "individual",
          "url": "https://github.com/sponsors/RubenVerborgh"
        }
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+      "license": "MIT",
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+      "license": "MIT",
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+        "es-errors": "^1.3.0",
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        "has-proto": "^1.0.1",
        "has-symbols": "^1.0.3",
        "hasown": "^2.0.0"
      },
+      "engines": {
+        "node": ">= 0.4"
+      },
      "funding": {
        "url": "https://github.com/sponsors/ljharb"
      }
@@ -7207,7 +7254,8 @@
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+      "integrity": "sha512-lkX1HJXwyMcprw/5YUZc2s7DrpAiHB21/V+E1rHUrVNokkvB6bqMzT0VfV6/86ZNabt1k14YOIaT7nDvOX3Iiw==",
+      "license": "BSD-2-Clause"
    },
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@@ -7406,11 +7454,12 @@
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+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/has-property-descriptors/-/has-property-descriptors-1.0.2.tgz",
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+      "license": "MIT",
      "dependencies": {
-        "get-intrinsic": "^1.2.2"
+        "es-define-property": "^1.0.0"
      },
      "funding": {
        "url": "https://github.com/sponsors/ljharb"
@@ -7950,6 +7999,7 @@
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+      "license": "MIT",
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+      "license": "MIT",
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@@ -9106,6 +9157,7 @@
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+      "license": "MIT",
      "engines": {
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@@ -11286,11 +11338,12 @@
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-      "resolved": "https://registry.npmjs.org/micromatch/-/micromatch-4.0.5.tgz",
-      "integrity": "sha512-DMy+ERcEW2q8Z2Po+WNXuw3c5YaUSFjAO5GsJqfEl7UjvtIuFKO6ZrKvcItdy98dwFI2N1tg3zNIdKaQT+aNdA==",
+      "version": "4.0.8",
+      "resolved": "https://registry.npmjs.org/micromatch/-/micromatch-4.0.8.tgz",
+      "integrity": "sha512-PXwfBhYu0hBCPw8Dn0E+WDYb7af3dSLVWKi3HGv84IdF4TyFoC0ysxFd0Goxw7nSv4T/PzEJQxsYsEiFCKo2BA==",
+      "license": "MIT",
      "dependencies": {
-        "braces": "^3.0.2",
+        "braces": "^3.0.3",
        "picomatch": "^2.3.1"
      },
      "engines": {
@@ -11544,9 +11597,13 @@
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-      "resolved": "https://registry.npmjs.org/object-inspect/-/object-inspect-1.13.1.tgz",
-      "integrity": "sha512-5qoj1RUiKOMsCCNLV1CBiPYE10sziTsnmNxkAI/rZhiD63CF7IqdFGC/XzjWjpSgLf0LxXX3bDFIh0E18f6UhQ==",
+      "version": "1.13.2",
+      "resolved": "https://registry.npmjs.org/object-inspect/-/object-inspect-1.13.2.tgz",
+      "integrity": "sha512-IRZSRuzJiynemAXPYtPe5BoI/RESNYR7TYm50MC5Mqbd3Jmw5y790sErYw3V6SryFJD64b74qQQs9wn5Bg/k3g==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.4"
+      },
      "funding": {
        "url": "https://github.com/sponsors/ljharb"
      }
@@ -12685,6 +12742,7 @@
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+      "license": "BSD-3-Clause",
      "dependencies": {
        "side-channel": "^1.0.4"
      },
@@ -12750,9 +12808,10 @@
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-      "version": "2.5.1",
-      "resolved": "https://registry.npmjs.org/raw-body/-/raw-body-2.5.1.tgz",
-      "integrity": "sha512-qqJBtEyVgS0ZmPGdCFPWJ3FreoqvG4MVQln/kCgF7Olq95IbOp0/BWyMwbdtn4VTvkM8Y7khCQ2Xgk/tcrCXig==",
+      "version": "2.5.2",
+      "resolved": "https://registry.npmjs.org/raw-body/-/raw-body-2.5.2.tgz",
+      "integrity": "sha512-8zGqypfENjCIqGhgXToC8aB2r7YrBX+AQAfIPs/Mlk+BtPTztOvTS01NRW/3Eh60J+a48lt8qsCzirQ6loCVfA==",
+      "license": "MIT",
      "dependencies": {
        "bytes": "3.1.2",
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+      "license": "MIT",
      "engines": {
        "node": ">= 0.8"
      }
@@ -13887,14 +13947,17 @@
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    "node_modules/set-function-length": {
-      "version": "1.1.1",
-      "resolved": "https://registry.npmjs.org/set-function-length/-/set-function-length-1.1.1.tgz",
-      "integrity": "sha512-VoaqjbBJKiWtg4yRcKBQ7g7wnGnLV3M8oLvVWwOk2PdYY6PEFegR1vezXR0tw6fZGF9csVakIRjrJiy2veSBFQ==",
+      "version": "1.2.2",
+      "resolved": "https://registry.npmjs.org/set-function-length/-/set-function-length-1.2.2.tgz",
+      "integrity": "sha512-pgRc4hJ4/sNjWCSS9AmnS40x3bNMDTknHgL5UaMBTMyJnU90EgWh1Rz+MC9eFu4BuN/UwZjKQuY/1v3rM7HMfg==",
+      "license": "MIT",
      "dependencies": {
-        "define-data-property": "^1.1.1",
-        "get-intrinsic": "^1.2.1",
+        "define-data-property": "^1.1.4",
+        "es-errors": "^1.3.0",
+        "function-bind": "^1.1.2",
+        "get-intrinsic": "^1.2.4",
        "gopd": "^1.0.1",
-        "has-property-descriptors": "^1.0.0"
+        "has-property-descriptors": "^1.0.2"
      },
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        "node": ">= 0.4"
@@ -13965,13 +14028,18 @@
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    },
    "node_modules/side-channel": {
-      "version": "1.0.4",
-      "resolved": "https://registry.npmjs.org/side-channel/-/side-channel-1.0.4.tgz",
-      "integrity": "sha512-q5XPytqFEIKHkGdiMIrY10mvLRvnQh42/+GoBlFW3b2LXLE2xxJpZFdm94we0BaoV3RwJyGqg5wS7epxTv0Zvw==",
+      "version": "1.0.6",
+      "resolved": "https://registry.npmjs.org/side-channel/-/side-channel-1.0.6.tgz",
+      "integrity": "sha512-fDW/EZ6Q9RiO8eFG8Hj+7u/oW+XrPTIChwCOM2+th2A6OblDtYYIpve9m+KvI9Z4C9qSEXlaGR6bTEYHReuglA==",
+      "license": "MIT",
      "dependencies": {
-        "call-bind": "^1.0.0",
-        "get-intrinsic": "^1.0.2",
-        "object-inspect": "^1.9.0"
+        "call-bind": "^1.0.7",
+        "es-errors": "^1.3.0",
+        "get-intrinsic": "^1.2.4",
+        "object-inspect": "^1.13.1"
+      },
+      "engines": {
+        "node": ">= 0.4"
      },
      "funding": {
        "url": "https://github.com/sponsors/ljharb"
@@ -14394,15 +14462,16 @@
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    "node_modules/terser-webpack-plugin": {
-      "version": "5.3.9",
-      "resolved": "https://registry.npmjs.org/terser-webpack-plugin/-/terser-webpack-plugin-5.3.9.tgz",
-      "integrity": "sha512-ZuXsqE07EcggTWQjXUj+Aot/OMcD0bMKGgF63f7UxYcu5/AJF53aIpK1YoP5xR9l6s/Hy2b+t1AM0bLNPRuhwA==",
+      "version": "5.3.10",
+      "resolved": "https://registry.npmjs.org/terser-webpack-plugin/-/terser-webpack-plugin-5.3.10.tgz",
+      "integrity": "sha512-BKFPWlPDndPs+NGGCr1U59t0XScL5317Y0UReNrHaw9/FwhPENlq6bfgs+4yPfyP51vqC1bQ4rp1EfXW5ZSH9w==",
+      "license": "MIT",
      "dependencies": {
-        "@jridgewell/trace-mapping": "^0.3.17",
+        "@jridgewell/trace-mapping": "^0.3.20",
        "jest-worker": "^27.4.5",
        "schema-utils": "^3.1.1",
        "serialize-javascript": "^6.0.1",
-        "terser": "^5.16.8"
+        "terser": "^5.26.0"
      },
      "engines": {
        "node": ">= 10.13.0"
@@ -14535,6 +14604,7 @@
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+      "license": "MIT",
      "dependencies": {
        "is-number": "^7.0.0"
      },
@@ -14604,6 +14674,7 @@
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      "resolved": "https://registry.npmjs.org/type-is/-/type-is-1.6.18.tgz",
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+      "license": "MIT",
      "dependencies": {
        "media-typer": "0.3.0",
        "mime-types": "~2.1.24"
@@ -14616,6 +14687,7 @@
      "version": "1.52.0",
      "resolved": "https://registry.npmjs.org/mime-db/-/mime-db-1.52.0.tgz",
      "integrity": "sha512-sPU4uV7dYlvtWJxwwxHD0PuihVNiE7TyAbQ5SWxDCB9mUYvOgroQOwYQQOKPJ8CIbE+1ETVlOoK1UC2nU3gYvg==",
+      "license": "MIT",
      "engines": {
        "node": ">= 0.6"
      }
@@ -14624,6 +14696,7 @@
      "version": "2.1.35",
      "resolved": "https://registry.npmjs.org/mime-types/-/mime-types-2.1.35.tgz",
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+      "license": "MIT",
      "dependencies": {
        "mime-db": "1.52.0"
      },
@@ -15155,9 +15228,10 @@
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    "node_modules/watchpack": {
-      "version": "2.4.0",
-      "resolved": "https://registry.npmjs.org/watchpack/-/watchpack-2.4.0.tgz",
-      "integrity": "sha512-Lcvm7MGST/4fup+ifyKi2hjyIAwcdI4HRgtvTpIUxBRhB+RFtUh8XtDOxUfctVCnhVi+QQj49i91OyvzkJl6cg==",
+      "version": "2.4.2",
+      "resolved": "https://registry.npmjs.org/watchpack/-/watchpack-2.4.2.tgz",
+      "integrity": "sha512-TnbFSbcOCcDgjZ4piURLCbJ3nJhznVh9kw6F6iokjiFPl8ONxe9A6nMDVXDiNbrSfLILs6vB07F7wLBrwPYzJw==",
+      "license": "MIT",
      "dependencies": {
        "glob-to-regexp": "^0.4.1",
        "graceful-fs": "^4.1.2"
@@ -15189,33 +15263,33 @@
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    },
    "node_modules/webpack": {
-      "version": "5.89.0",
-      "resolved": "https://registry.npmjs.org/webpack/-/webpack-5.89.0.tgz",
-      "integrity": "sha512-qyfIC10pOr70V+jkmud8tMfajraGCZMBWJtrmuBymQKCrLTRejBI8STDp1MCyZu/QTdZSeacCQYpYNQVOzX5kw==",
+      "version": "5.94.0",
+      "resolved": "https://registry.npmjs.org/webpack/-/webpack-5.94.0.tgz",
+      "integrity": "sha512-KcsGn50VT+06JH/iunZJedYGUJS5FGjow8wb9c0v5n1Om8O1g4L6LjtfxwlXIATopoQu+vOXXa7gYisWxCoPyg==",
+      "license": "MIT",
      "dependencies": {
-        "@types/eslint-scope": "^3.7.3",
-        "@types/estree": "^1.0.0",
-        "@webassemblyjs/ast": "^1.11.5",
-        "@webassemblyjs/wasm-edit": "^1.11.5",
-        "@webassemblyjs/wasm-parser": "^1.11.5",
+        "@types/estree": "^1.0.5",
+        "@webassemblyjs/ast": "^1.12.1",
+        "@webassemblyjs/wasm-edit": "^1.12.1",
+        "@webassemblyjs/wasm-parser": "^1.12.1",
        "acorn": "^8.7.1",
-        "acorn-import-assertions": "^1.9.0",
-        "browserslist": "^4.14.5",
+        "acorn-import-attributes": "^1.9.5",
+        "browserslist": "^4.21.10",
        "chrome-trace-event": "^1.0.2",
-        "enhanced-resolve": "^5.15.0",
+        "enhanced-resolve": "^5.17.1",
        "es-module-lexer": "^1.2.1",
        "eslint-scope": "5.1.1",
        "events": "^3.2.0",
        "glob-to-regexp": "^0.4.1",
-        "graceful-fs": "^4.2.9",
+        "graceful-fs": "^4.2.11",
        "json-parse-even-better-errors": "^2.3.1",
        "loader-runner": "^4.2.0",
        "mime-types": "^2.1.27",
        "neo-async": "^2.6.2",
        "schema-utils": "^3.2.0",
        "tapable": "^2.1.1",
-        "terser-webpack-plugin": "^5.3.7",
-        "watchpack": "^2.4.0",
+        "terser-webpack-plugin": "^5.3.10",
+        "watchpack": "^2.4.1",
        "webpack-sources": "^3.2.3"
      },
      "bin": {
@@ -15269,9 +15343,10 @@
      }
    },
    "node_modules/webpack-dev-middleware": {
-      "version": "5.3.3",
-      "resolved": "https://registry.npmjs.org/webpack-dev-middleware/-/webpack-dev-middleware-5.3.3.tgz",
-      "integrity": "sha512-hj5CYrY0bZLB+eTO+x/j67Pkrquiy7kWepMHmUMoPsmcUaeEnQJqFzHJOyxgWlq746/wUuA64p9ta34Kyb01pA==",
+      "version": "5.3.4",
+      "resolved": "https://registry.npmjs.org/webpack-dev-middleware/-/webpack-dev-middleware-5.3.4.tgz",
+      "integrity": "sha512-BVdTqhhs+0IfoeAf7EoH5WE+exCmqGerHfDM0IL096Px60Tq2Mn9MAbnaGUe6HiMa41KMCYF19gyzZmBcq/o4Q==",
+      "license": "MIT",
      "dependencies": {
        "colorette": "^2.0.10",
        "memfs": "^3.4.3",
@@ -15376,9 +15451,10 @@
      }
    },
    "node_modules/webpack-dev-server/node_modules/ws": {
-      "version": "8.15.1",
-      "resolved": "https://registry.npmjs.org/ws/-/ws-8.15.1.tgz",
-      "integrity": "sha512-W5OZiCjXEmk0yZ66ZN82beM5Sz7l7coYxpRkzS+p9PP+ToQry8szKh+61eNktr7EA9DOwvFGhfC605jDHbP6QQ==",
+      "version": "8.18.0",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-8.18.0.tgz",
+      "integrity": "sha512-8VbfWfHLbbwu3+N6OKsOMpBdT4kXPDDB9cJk2bJ6mh9ucxdlnNvH1e+roYkKmN9Nxw2yjz7VzeO9oOz2zJ04Pw==",
+      "license": "MIT",
      "engines": {
        "node": ">=10.0.0"
      },
@@ -15620,9 +15696,10 @@
      }
    },
    "node_modules/ws": {
-      "version": "7.5.9",
-      "resolved": "https://registry.npmjs.org/ws/-/ws-7.5.9.tgz",
-      "integrity": "sha512-F+P9Jil7UiSKSkppIiD94dN07AwvFixvLIj1Og1Rl9GGMuNipJnV9JzjD6XuqmAeiswGvUmNLjr5cFuXwNS77Q==",
+      "version": "7.5.10",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-7.5.10.tgz",
+      "integrity": "sha512-+dbF1tHwZpXcbOJdVOkzLDxZP1ailvSxM6ZweXTegylPny803bFhA+vqBYw4s31NSAk4S2Qz+AKXK9a4wkdjcQ==",
+      "license": "MIT",
      "engines": {
        "node": ">=8.3.0"
      },
--- a/docs/src/components/BuyMeACoffee/index.js
+++ b/docs/src/components/BuyMeACoffee/index.js
@@ -0,0 +1,41 @@
+import React from "react";
+
+class BuyMeACoffee extends React.Component {
+  constructor(props) {
+    super(props)
+    let script = document.createElement("script");
+    script.src = 'https://cdnjs.buymeacoffee.com/1.0.0/widget.prod.min.js';
+    script.dataset.name = 'BMC-Widget';
+    script.dataset.cfasync = 'false';
+    script.dataset.id = 'amithkoujalgi';
+    script.dataset.description = 'Support me on Buy me a coffee!';
+    script.dataset.message = 'If you like my work and want to say thanks, or encourage me to do more, you can buy me a coffee! 😊';
+    script.dataset.color = '#2e8555';
+    script.dataset.position = 'Right';
+    script.dataset.x_margin = '18';
+    script.dataset.y_margin = '18';
+    script.async = true
+
+    script.onload = function () {
+      let evt = document.createEvent('Event');
+      evt.initEvent('DOMContentLoaded', false, false);
+      window.dispatchEvent(evt);
+    }
+    this.script = script
+  }
+
+  componentDidMount() {
+    document.head.appendChild(this.script)
+  }
+
+  // componentWillUnmount() {
+  //   document.head.removeChild(this.script);
+  //   document.body.removeChild(document.getElementById("bmc-wbtn"))
+  // }
+
+  render() {
+    return null
+  }
+}
+
+export default BuyMeACoffee;
--- a/docs/src/css/custom.css
+++ b/docs/src/css/custom.css
@@ -37,4 +37,12 @@ div > h1,
 header > h1,
 h2 > a {
    font-size: 2rem !important;
+}
+
+#bmc-wbtn{
+    bottom: 15px;
+}
+
+#bmc-wbtn + div{
+    bottom:15px;
 }
--- a/docs/src/pages/index.js
+++ b/docs/src/pages/index.js
@@ -3,38 +3,43 @@ import Link from '@docusaurus/Link';
 import useDocusaurusContext from '@docusaurus/useDocusaurusContext';
 import Layout from '@theme/Layout';
 import HomepageFeatures from '@site/src/components/HomepageFeatures';
-
+import BuyMeACoffee from '@site/src/components/BuyMeACoffee';
 import Heading from '@theme/Heading';
 import styles from './index.module.css';
+import BrowserOnly from '@docusaurus/BrowserOnly';

 function HomepageHeader() {
-    const {siteConfig} = useDocusaurusContext();
-    return (<header className={clsx('hero hero--primary', styles.heroBanner)}>
-        <div className="container">
-            <Heading as="h1" className="hero__title">
-                {siteConfig.title}
-            </Heading>
-            <img src="img/logo.svg" alt="Ollama4j Logo" className={styles.logo} style={{maxWidth: '20vh'}}/>
-            <p className="hero__subtitle">{siteConfig.tagline}</p>
-            <div className={styles.buttons}>
-                <Link
-                    className="button button--secondary button--lg"
-                    to="/intro">
-                    Getting Started
-                </Link>
-            </div>
-        </div>
-    </header>);
+  const {siteConfig} = useDocusaurusContext();
+  return (<header className={clsx('hero hero--primary', styles.heroBanner)}>
+    <div className="container">
+      <Heading as="h1" className="hero__title">
+        {siteConfig.title}
+      </Heading>
+      <img src="img/logo.svg" alt="Ollama4j Logo" className={styles.logo}
+           style={{maxWidth: '20vh'}}/>
+      <p className="hero__subtitle">{siteConfig.tagline}</p>
+      <div className={styles.buttons}>
+        <Link
+            className="button button--secondary button--lg"
+            to="/intro">
+          Getting Started
+        </Link>
+      </div>
+    </div>
+  </header>);
 }

 export default function Home() {
-    const {siteConfig} = useDocusaurusContext();
-    return (<Layout
-        title={`Hello from ${siteConfig.title}`}
-        description="Description will go into a meta tag in <head />">
-        <HomepageHeader/>
-        <main>
-            <HomepageFeatures/>
-        </main>
-    </Layout>);
-}
+  const {siteConfig} = useDocusaurusContext();
+  return (<Layout
+      title={`Hello from ${siteConfig.title}`}
+      description="Description will go into a meta tag in <head />">
+    <HomepageHeader/>
+    <main>
+      <HomepageFeatures/>
+      <BrowserOnly>
+        {() => <BuyMeACoffee />}
+      </BrowserOnly>
+    </main>
+  </Layout>);
+}
--- a/pom.xml
+++ b/pom.xml
@@ -63,6 +63,10 @@
                <groupId>org.apache.maven.plugins</groupId>
                <artifactId>maven-javadoc-plugin</artifactId>
                <version>3.5.0</version>
+                <configuration>
+                    <!-- to disable the "missing" warnings. Remove the doclint to enable warnings-->
+                    <doclint>all,-missing</doclint>
+                </configuration>
                <executions>
                    <execution>
                        <id>attach-javadocs</id>
@@ -136,6 +140,11 @@
            <version>${lombok.version}</version>
            <scope>provided</scope>
        </dependency>
+        <dependency>
+            <groupId>org.jsoup</groupId>
+            <artifactId>jsoup</artifactId>
+            <version>1.18.1</version>
+        </dependency>
        <dependency>
            <groupId>com.fasterxml.jackson.core</groupId>
            <artifactId>jackson-databind</artifactId>
--- a/src/main/java/io/github/ollama4j/OllamaAPI.java
+++ b/src/main/java/io/github/ollama4j/OllamaAPI.java
@@ -1,14 +1,14 @@
 package io.github.ollama4j;

 import io.github.ollama4j.exceptions.OllamaBaseException;
+import io.github.ollama4j.exceptions.RoleNotFoundException;
 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.chat.*;
+import io.github.ollama4j.models.embeddings.OllamaEmbedRequestModel;
 import io.github.ollama4j.models.embeddings.OllamaEmbeddingResponseModel;
 import io.github.ollama4j.models.embeddings.OllamaEmbeddingsRequestModel;
+import io.github.ollama4j.models.embeddings.OllamaEmbedResponseModel;
 import io.github.ollama4j.models.generate.OllamaGenerateRequest;
 import io.github.ollama4j.models.generate.OllamaStreamHandler;
 import io.github.ollama4j.models.ps.ModelsProcessResponse;
@@ -18,8 +18,6 @@ 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;

 import java.io.*;
 import java.net.URI;
@@ -32,11 +30,19 @@ import java.nio.charset.StandardCharsets;
 import java.nio.file.Files;
 import java.time.Duration;
 import java.util.*;
+import java.util.stream.Collectors;
+
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.jsoup.Jsoup;
+import org.jsoup.nodes.Document;
+import org.jsoup.nodes.Element;
+import org.jsoup.select.Elements;

 /**
 * The base Ollama API class.
 */
-@SuppressWarnings("DuplicatedCode")
+@SuppressWarnings({"DuplicatedCode", "resource"})
 public class OllamaAPI {

    private static final Logger logger = LoggerFactory.getLogger(OllamaAPI.class);
@@ -97,12 +103,7 @@ public class OllamaAPI {
        HttpClient httpClient = HttpClient.newHttpClient();
        HttpRequest httpRequest = null;
        try {
-            httpRequest =
-                    getRequestBuilderDefault(new URI(url))
-                            .header("Accept", "application/json")
-                            .header("Content-type", "application/json")
-                            .GET()
-                            .build();
+            httpRequest = getRequestBuilderDefault(new URI(url)).header("Accept", "application/json").header("Content-type", "application/json").GET().build();
        } catch (URISyntaxException e) {
            throw new RuntimeException(e);
        }
@@ -121,19 +122,17 @@ public class OllamaAPI {
    /**
     * Provides a list of running models and details about each model currently loaded into memory.
     *
-     * @return ModelsProcessResponse
+     * @return ModelsProcessResponse containing details about the running models
+     * @throws IOException          if an I/O error occurs during the HTTP request
+     * @throws InterruptedException if the operation is interrupted
+     * @throws OllamaBaseException  if the response indicates an error status
     */
    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();
+            httpRequest = getRequestBuilderDefault(new URI(url)).header("Accept", "application/json").header("Content-type", "application/json").GET().build();
        } catch (URISyntaxException e) {
            throw new RuntimeException(e);
        }
@@ -142,36 +141,147 @@ public class OllamaAPI {
        int statusCode = response.statusCode();
        String responseString = response.body();
        if (statusCode == 200) {
-            return Utils.getObjectMapper()
-                    .readValue(responseString, ModelsProcessResponse.class);
+            return Utils.getObjectMapper().readValue(responseString, ModelsProcessResponse.class);
        } else {
            throw new OllamaBaseException(statusCode + " - " + responseString);
        }
    }

    /**
-     * List available models from Ollama server.
+     * Lists available models from the Ollama server.
     *
-     * @return the list
+     * @return a list of models available on the server
+     * @throws OllamaBaseException  if the response indicates an error status
+     * @throws IOException          if an I/O error occurs during the HTTP request
+     * @throws InterruptedException if the operation is interrupted
+     * @throws URISyntaxException   if the URI for the request is malformed
     */
-    public List<Model> listModels()
-            throws OllamaBaseException, IOException, InterruptedException, URISyntaxException {
+    public List<Model> listModels() throws OllamaBaseException, IOException, InterruptedException, URISyntaxException {
        String url = this.host + "/api/tags";
        HttpClient httpClient = HttpClient.newHttpClient();
-        HttpRequest httpRequest =
-                getRequestBuilderDefault(new URI(url))
-                        .header("Accept", "application/json")
-                        .header("Content-type", "application/json")
-                        .GET()
-                        .build();
-        HttpResponse<String> response =
-                httpClient.send(httpRequest, HttpResponse.BodyHandlers.ofString());
+        HttpRequest httpRequest = getRequestBuilderDefault(new URI(url)).header("Accept", "application/json").header("Content-type", "application/json").GET().build();
+        HttpResponse<String> response = httpClient.send(httpRequest, HttpResponse.BodyHandlers.ofString());
        int statusCode = response.statusCode();
        String responseString = response.body();
        if (statusCode == 200) {
-            return Utils.getObjectMapper()
-                    .readValue(responseString, ListModelsResponse.class)
-                    .getModels();
+            return Utils.getObjectMapper().readValue(responseString, ListModelsResponse.class).getModels();
+        } else {
+            throw new OllamaBaseException(statusCode + " - " + responseString);
+        }
+    }
+
+    /**
+     * Retrieves a list of models from the Ollama library. This method fetches the available models directly from Ollama
+     * library page, including model details such as the name, pull count, popular tags, tag count, and the time when model was updated.
+     *
+     * @return A list of {@link LibraryModel} objects representing the models available in the Ollama library.
+     * @throws OllamaBaseException  If the HTTP request fails or the response is not successful (non-200 status code).
+     * @throws IOException          If an I/O error occurs during the HTTP request or response processing.
+     * @throws InterruptedException If the thread executing the request is interrupted.
+     * @throws URISyntaxException   If there is an error creating the URI for the HTTP request.
+     */
+    public List<LibraryModel> listModelsFromLibrary() throws OllamaBaseException, IOException, InterruptedException, URISyntaxException {
+        String url = "https://ollama.com/library";
+        HttpClient httpClient = HttpClient.newHttpClient();
+        HttpRequest httpRequest = getRequestBuilderDefault(new URI(url)).header("Accept", "application/json").header("Content-type", "application/json").GET().build();
+        HttpResponse<String> response = httpClient.send(httpRequest, HttpResponse.BodyHandlers.ofString());
+        int statusCode = response.statusCode();
+        String responseString = response.body();
+        List<LibraryModel> models = new ArrayList<>();
+        if (statusCode == 200) {
+            Document doc = Jsoup.parse(responseString);
+            Elements modelSections = doc.selectXpath("//*[@id='repo']/ul/li/a");
+            for (Element e : modelSections) {
+                LibraryModel model = new LibraryModel();
+                Elements names = e.select("div > h2 > span");
+                Elements desc = e.select("div > p");
+                Elements pullCounts = e.select("div:nth-of-type(2) > p > span:first-of-type > span:first-of-type");
+                Elements popularTags = e.select("div > div > span");
+                Elements totalTags = e.select("div:nth-of-type(2) > p > span:nth-of-type(2) > span:first-of-type");
+                Elements lastUpdatedTime = e.select("div:nth-of-type(2) > p > span:nth-of-type(3) > span:nth-of-type(2)");
+
+                if (names.first() == null || names.isEmpty()) {
+                    // if name cannot be extracted, skip.
+                    continue;
+                }
+                Optional.ofNullable(names.first())
+                        .map(Element::text)
+                        .ifPresent(model::setName);
+                model.setDescription(Optional.ofNullable(desc.first()).map(Element::text).orElse(""));
+                model.setPopularTags(Optional.of(popularTags)
+                        .map(tags -> tags.stream().map(Element::text).collect(Collectors.toList()))
+                        .orElse(new ArrayList<>()));
+                model.setPullCount(Optional.ofNullable(pullCounts.first()).map(Element::text).orElse(""));
+                model.setTotalTags(Optional.ofNullable(totalTags.first())
+                        .map(Element::text)
+                        .map(Integer::parseInt)
+                        .orElse(0));
+                model.setLastUpdated(Optional.ofNullable(lastUpdatedTime.first()).map(Element::text).orElse(""));
+
+                models.add(model);
+            }
+            return models;
+        } else {
+            throw new OllamaBaseException(statusCode + " - " + responseString);
+        }
+    }
+
+    /**
+     * Fetches the tags associated with a specific model from Ollama library.
+     * This method fetches the available model tags directly from Ollama library model page, including model tag name, size and time when model was last updated
+     * into a list of {@link LibraryModelTag} objects.
+     *
+     * @param libraryModel the {@link LibraryModel} object which contains the name of the library model
+     *                     for which the tags need to be fetched.
+     * @return a list of {@link LibraryModelTag} objects containing the extracted tags and their associated metadata.
+     * @throws OllamaBaseException  if the HTTP response status code indicates an error (i.e., not 200 OK),
+     *                              or if there is any other issue during the request or response processing.
+     * @throws IOException          if an input/output exception occurs during the HTTP request or response handling.
+     * @throws InterruptedException if the thread is interrupted while waiting for the HTTP response.
+     * @throws URISyntaxException   if the URI format is incorrect or invalid.
+     */
+    public LibraryModelDetail getLibraryModelDetails(LibraryModel libraryModel) throws OllamaBaseException, IOException, InterruptedException, URISyntaxException {
+        String url = String.format("https://ollama.com/library/%s/tags", libraryModel.getName());
+        HttpClient httpClient = HttpClient.newHttpClient();
+        HttpRequest httpRequest = getRequestBuilderDefault(new URI(url)).header("Accept", "application/json").header("Content-type", "application/json").GET().build();
+        HttpResponse<String> response = httpClient.send(httpRequest, HttpResponse.BodyHandlers.ofString());
+        int statusCode = response.statusCode();
+        String responseString = response.body();
+
+        List<LibraryModelTag> libraryModelTags = new ArrayList<>();
+        if (statusCode == 200) {
+            Document doc = Jsoup.parse(responseString);
+            Elements tagSections = doc.select("html > body > main > div > section > div > div > div:nth-child(n+2) > div");
+            for (Element e : tagSections) {
+                Elements tags = e.select("div > a > div");
+                Elements tagsMetas = e.select("div > span");
+
+                LibraryModelTag libraryModelTag = new LibraryModelTag();
+
+                if (tags.first() == null || tags.isEmpty()) {
+                    // if tag cannot be extracted, skip.
+                    continue;
+                }
+                libraryModelTag.setName(libraryModel.getName());
+                Optional.ofNullable(tags.first())
+                        .map(Element::text)
+                        .ifPresent(libraryModelTag::setTag);
+                libraryModelTag.setSize(Optional.ofNullable(tagsMetas.first())
+                        .map(element -> element.text().split("•"))
+                        .filter(parts -> parts.length > 1)
+                        .map(parts -> parts[1].trim())
+                        .orElse(""));
+                libraryModelTag.setLastUpdated(Optional.ofNullable(tagsMetas.first())
+                        .map(element -> element.text().split("•"))
+                        .filter(parts -> parts.length > 1)
+                        .map(parts -> parts[2].trim())
+                        .orElse(""));
+                libraryModelTags.add(libraryModelTag);
+            }
+            LibraryModelDetail libraryModelDetail = new LibraryModelDetail();
+            libraryModelDetail.setModel(libraryModel);
+            libraryModelDetail.setTags(libraryModelTags);
+            return libraryModelDetail;
        } else {
            throw new OllamaBaseException(statusCode + " - " + responseString);
        }
@@ -182,29 +292,24 @@ public class OllamaAPI {
     * href="https://ollama.ai/library">available models</a>.
     *
     * @param modelName the name of the model
+     * @throws OllamaBaseException  if the response indicates an error status
+     * @throws IOException          if an I/O error occurs during the HTTP request
+     * @throws InterruptedException if the operation is interrupted
+     * @throws URISyntaxException   if the URI for the request is malformed
     */
-    public void pullModel(String modelName)
-            throws OllamaBaseException, IOException, URISyntaxException, InterruptedException {
+    public void pullModel(String modelName) throws OllamaBaseException, IOException, URISyntaxException, InterruptedException {
        String url = this.host + "/api/pull";
        String jsonData = new ModelRequest(modelName).toString();
-        HttpRequest request =
-                getRequestBuilderDefault(new URI(url))
-                        .POST(HttpRequest.BodyPublishers.ofString(jsonData))
-                        .header("Accept", "application/json")
-                        .header("Content-type", "application/json")
-                        .build();
+        HttpRequest request = getRequestBuilderDefault(new URI(url)).POST(HttpRequest.BodyPublishers.ofString(jsonData)).header("Accept", "application/json").header("Content-type", "application/json").build();
        HttpClient client = HttpClient.newHttpClient();
-        HttpResponse<InputStream> response =
-                client.send(request, HttpResponse.BodyHandlers.ofInputStream());
+        HttpResponse<InputStream> response = client.send(request, HttpResponse.BodyHandlers.ofInputStream());
        int statusCode = response.statusCode();
        InputStream responseBodyStream = response.body();
        String responseString = "";
-        try (BufferedReader reader =
-                     new BufferedReader(new InputStreamReader(responseBodyStream, StandardCharsets.UTF_8))) {
+        try (BufferedReader reader = new BufferedReader(new InputStreamReader(responseBodyStream, StandardCharsets.UTF_8))) {
            String line;
            while ((line = reader.readLine()) != null) {
-                ModelPullResponse modelPullResponse =
-                        Utils.getObjectMapper().readValue(line, ModelPullResponse.class);
+                ModelPullResponse modelPullResponse = Utils.getObjectMapper().readValue(line, ModelPullResponse.class);
                if (verbose) {
                    logger.info(modelPullResponse.getStatus());
                }
@@ -215,22 +320,37 @@ public class OllamaAPI {
        }
    }

+    /**
+     * Pulls a model using the specified Ollama library model tag.
+     * The model is identified by a name and a tag, which are combined into a single identifier
+     * in the format "name:tag" to pull the corresponding model.
+     *
+     * @param libraryModelTag the {@link LibraryModelTag} object containing the name and tag
+     *                        of the model to be pulled.
+     * @throws OllamaBaseException  if the response indicates an error status
+     * @throws IOException          if an I/O error occurs during the HTTP request
+     * @throws InterruptedException if the operation is interrupted
+     * @throws URISyntaxException   if the URI for the request is malformed
+     */
+    public void pullModel(LibraryModelTag libraryModelTag) throws OllamaBaseException, IOException, URISyntaxException, InterruptedException {
+        String tagToPull = String.format("%s:%s", libraryModelTag.getName(), libraryModelTag.getTag());
+        pullModel(tagToPull);
+    }
+
    /**
     * Gets model details from the Ollama server.
     *
     * @param modelName the model
     * @return the model details
+     * @throws OllamaBaseException  if the response indicates an error status
+     * @throws IOException          if an I/O error occurs during the HTTP request
+     * @throws InterruptedException if the operation is interrupted
+     * @throws URISyntaxException   if the URI for the request is malformed
     */
-    public ModelDetail getModelDetails(String modelName)
-            throws IOException, OllamaBaseException, InterruptedException, URISyntaxException {
+    public ModelDetail getModelDetails(String modelName) throws IOException, OllamaBaseException, InterruptedException, URISyntaxException {
        String url = this.host + "/api/show";
        String jsonData = new ModelRequest(modelName).toString();
-        HttpRequest request =
-                getRequestBuilderDefault(new URI(url))
-                        .header("Accept", "application/json")
-                        .header("Content-type", "application/json")
-                        .POST(HttpRequest.BodyPublishers.ofString(jsonData))
-                        .build();
+        HttpRequest request = getRequestBuilderDefault(new URI(url)).header("Accept", "application/json").header("Content-type", "application/json").POST(HttpRequest.BodyPublishers.ofString(jsonData)).build();
        HttpClient client = HttpClient.newHttpClient();
        HttpResponse<String> response = client.send(request, HttpResponse.BodyHandlers.ofString());
        int statusCode = response.statusCode();
@@ -248,17 +368,15 @@ public class OllamaAPI {
     *
     * @param modelName     the name of the custom model to be created.
     * @param modelFilePath the path to model file that exists on the Ollama server.
+     * @throws OllamaBaseException  if the response indicates an error status
+     * @throws IOException          if an I/O error occurs during the HTTP request
+     * @throws InterruptedException if the operation is interrupted
+     * @throws URISyntaxException   if the URI for the request is malformed
     */
-    public void createModelWithFilePath(String modelName, String modelFilePath)
-            throws IOException, InterruptedException, OllamaBaseException, URISyntaxException {
+    public void createModelWithFilePath(String modelName, String modelFilePath) throws IOException, InterruptedException, OllamaBaseException, URISyntaxException {
        String url = this.host + "/api/create";
        String jsonData = new CustomModelFilePathRequest(modelName, modelFilePath).toString();
-        HttpRequest request =
-                getRequestBuilderDefault(new URI(url))
-                        .header("Accept", "application/json")
-                        .header("Content-Type", "application/json")
-                        .POST(HttpRequest.BodyPublishers.ofString(jsonData, StandardCharsets.UTF_8))
-                        .build();
+        HttpRequest request = getRequestBuilderDefault(new URI(url)).header("Accept", "application/json").header("Content-Type", "application/json").POST(HttpRequest.BodyPublishers.ofString(jsonData, StandardCharsets.UTF_8)).build();
        HttpClient client = HttpClient.newHttpClient();
        HttpResponse<String> response = client.send(request, HttpResponse.BodyHandlers.ofString());
        int statusCode = response.statusCode();
@@ -282,17 +400,15 @@ public class OllamaAPI {
     *
     * @param modelName         the name of the custom model to be created.
     * @param modelFileContents the path to model file that exists on the Ollama server.
+     * @throws OllamaBaseException  if the response indicates an error status
+     * @throws IOException          if an I/O error occurs during the HTTP request
+     * @throws InterruptedException if the operation is interrupted
+     * @throws URISyntaxException   if the URI for the request is malformed
     */
-    public void createModelWithModelFileContents(String modelName, String modelFileContents)
-            throws IOException, InterruptedException, OllamaBaseException, URISyntaxException {
+    public void createModelWithModelFileContents(String modelName, String modelFileContents) throws IOException, InterruptedException, OllamaBaseException, URISyntaxException {
        String url = this.host + "/api/create";
        String jsonData = new CustomModelFileContentsRequest(modelName, modelFileContents).toString();
-        HttpRequest request =
-                getRequestBuilderDefault(new URI(url))
-                        .header("Accept", "application/json")
-                        .header("Content-Type", "application/json")
-                        .POST(HttpRequest.BodyPublishers.ofString(jsonData, StandardCharsets.UTF_8))
-                        .build();
+        HttpRequest request = getRequestBuilderDefault(new URI(url)).header("Accept", "application/json").header("Content-Type", "application/json").POST(HttpRequest.BodyPublishers.ofString(jsonData, StandardCharsets.UTF_8)).build();
        HttpClient client = HttpClient.newHttpClient();
        HttpResponse<String> response = client.send(request, HttpResponse.BodyHandlers.ofString());
        int statusCode = response.statusCode();
@@ -313,17 +429,15 @@ public class OllamaAPI {
     *
     * @param modelName          the name of the model to be deleted.
     * @param ignoreIfNotPresent ignore errors if the specified model is not present on Ollama server.
+     * @throws OllamaBaseException  if the response indicates an error status
+     * @throws IOException          if an I/O error occurs during the HTTP request
+     * @throws InterruptedException if the operation is interrupted
+     * @throws URISyntaxException   if the URI for the request is malformed
     */
-    public void deleteModel(String modelName, boolean ignoreIfNotPresent)
-            throws IOException, InterruptedException, OllamaBaseException, URISyntaxException {
+    public void deleteModel(String modelName, boolean ignoreIfNotPresent) throws IOException, InterruptedException, OllamaBaseException, URISyntaxException {
        String url = this.host + "/api/delete";
        String jsonData = new ModelRequest(modelName).toString();
-        HttpRequest request =
-                getRequestBuilderDefault(new URI(url))
-                        .method("DELETE", HttpRequest.BodyPublishers.ofString(jsonData, StandardCharsets.UTF_8))
-                        .header("Accept", "application/json")
-                        .header("Content-type", "application/json")
-                        .build();
+        HttpRequest request = getRequestBuilderDefault(new URI(url)).method("DELETE", HttpRequest.BodyPublishers.ofString(jsonData, StandardCharsets.UTF_8)).header("Accept", "application/json").header("Content-type", "application/json").build();
        HttpClient client = HttpClient.newHttpClient();
        HttpResponse<String> response = client.send(request, HttpResponse.BodyHandlers.ofString());
        int statusCode = response.statusCode();
@@ -342,9 +456,13 @@ public class OllamaAPI {
     * @param model  name of model to generate embeddings from
     * @param prompt text to generate embeddings for
     * @return embeddings
+     * @throws OllamaBaseException  if the response indicates an error status
+     * @throws IOException          if an I/O error occurs during the HTTP request
+     * @throws InterruptedException if the operation is interrupted
+     * @deprecated Use {@link #embed(String, List)} instead.
     */
-    public List<Double> generateEmbeddings(String model, String prompt)
-            throws IOException, InterruptedException, OllamaBaseException {
+    @Deprecated
+    public List<Double> generateEmbeddings(String model, String prompt) throws IOException, InterruptedException, OllamaBaseException {
        return generateEmbeddings(new OllamaEmbeddingsRequestModel(model, prompt));
    }

@@ -353,28 +471,69 @@ public class OllamaAPI {
     *
     * @param modelRequest request for '/api/embeddings' endpoint
     * @return embeddings
+     * @throws OllamaBaseException  if the response indicates an error status
+     * @throws IOException          if an I/O error occurs during the HTTP request
+     * @throws InterruptedException if the operation is interrupted
+     * @deprecated Use {@link #embed(OllamaEmbedRequestModel)} instead.
     */
+    @Deprecated
    public List<Double> generateEmbeddings(OllamaEmbeddingsRequestModel modelRequest) throws IOException, InterruptedException, OllamaBaseException {
        URI uri = URI.create(this.host + "/api/embeddings");
        String jsonData = modelRequest.toString();
        HttpClient httpClient = HttpClient.newHttpClient();
-        HttpRequest.Builder requestBuilder =
-                getRequestBuilderDefault(uri)
-                        .header("Accept", "application/json")
-                        .POST(HttpRequest.BodyPublishers.ofString(jsonData));
+        HttpRequest.Builder requestBuilder = getRequestBuilderDefault(uri).header("Accept", "application/json").POST(HttpRequest.BodyPublishers.ofString(jsonData));
        HttpRequest request = requestBuilder.build();
        HttpResponse<String> response = httpClient.send(request, HttpResponse.BodyHandlers.ofString());
        int statusCode = response.statusCode();
        String responseBody = response.body();
        if (statusCode == 200) {
-            OllamaEmbeddingResponseModel embeddingResponse =
-                    Utils.getObjectMapper().readValue(responseBody, OllamaEmbeddingResponseModel.class);
+            OllamaEmbeddingResponseModel embeddingResponse = Utils.getObjectMapper().readValue(responseBody, OllamaEmbeddingResponseModel.class);
            return embeddingResponse.getEmbedding();
        } else {
            throw new OllamaBaseException(statusCode + " - " + responseBody);
        }
    }

+    /**
+     * Generate embeddings for a given text from a model
+     *
+     * @param model  name of model to generate embeddings from
+     * @param inputs text/s to generate embeddings for
+     * @return embeddings
+     * @throws OllamaBaseException  if the response indicates an error status
+     * @throws IOException          if an I/O error occurs during the HTTP request
+     * @throws InterruptedException if the operation is interrupted
+     */
+    public OllamaEmbedResponseModel embed(String model, List<String> inputs) throws IOException, InterruptedException, OllamaBaseException {
+        return embed(new OllamaEmbedRequestModel(model, inputs));
+    }
+
+    /**
+     * Generate embeddings using a {@link OllamaEmbedRequestModel}.
+     *
+     * @param modelRequest request for '/api/embed' endpoint
+     * @return embeddings
+     * @throws OllamaBaseException  if the response indicates an error status
+     * @throws IOException          if an I/O error occurs during the HTTP request
+     * @throws InterruptedException if the operation is interrupted
+     */
+    public OllamaEmbedResponseModel embed(OllamaEmbedRequestModel modelRequest) throws IOException, InterruptedException, OllamaBaseException {
+        URI uri = URI.create(this.host + "/api/embed");
+        String jsonData = Utils.getObjectMapper().writeValueAsString(modelRequest);
+        HttpClient httpClient = HttpClient.newHttpClient();
+
+        HttpRequest request = HttpRequest.newBuilder(uri).header("Accept", "application/json").POST(HttpRequest.BodyPublishers.ofString(jsonData)).build();
+
+        HttpResponse<String> response = httpClient.send(request, HttpResponse.BodyHandlers.ofString());
+        int statusCode = response.statusCode();
+        String responseBody = response.body();
+
+        if (statusCode == 200) {
+            return Utils.getObjectMapper().readValue(responseBody, OllamaEmbedResponseModel.class);
+        } else {
+            throw new OllamaBaseException(statusCode + " - " + responseBody);
+        }
+    }

    /**
     * Generate response for a question to a model running on Ollama server. This is a sync/blocking
@@ -387,9 +546,11 @@ public class OllamaAPI {
     *                      details on the options</a>
     * @param streamHandler optional callback consumer that will be applied every time a streamed response is received. If not set, the stream parameter of the request is set to false.
     * @return OllamaResult that includes response text and time taken for response
+     * @throws OllamaBaseException  if the response indicates an error status
+     * @throws IOException          if an I/O error occurs during the HTTP request
+     * @throws InterruptedException if the operation is interrupted
     */
-    public OllamaResult generate(String model, String prompt, boolean raw, Options options, OllamaStreamHandler streamHandler)
-            throws OllamaBaseException, IOException, InterruptedException {
+    public OllamaResult generate(String model, String prompt, boolean raw, Options options, OllamaStreamHandler streamHandler) throws OllamaBaseException, IOException, InterruptedException {
        OllamaGenerateRequest ollamaRequestModel = new OllamaGenerateRequest(model, prompt);
        ollamaRequestModel.setRaw(raw);
        ollamaRequestModel.setOptions(options.getOptionsMap());
@@ -406,13 +567,14 @@ public class OllamaAPI {
     * @param raw     In some cases, you may wish to bypass the templating system and provide a full prompt. In this case, you can use the raw parameter to disable templating. Also note that raw mode will not return a context.
     * @param options Additional options or configurations to use when generating the response.
     * @return {@link OllamaResult}
+     * @throws OllamaBaseException  if the response indicates an error status
+     * @throws IOException          if an I/O error occurs during the HTTP request
+     * @throws InterruptedException if the operation is interrupted
     */
-    public OllamaResult generate(String model, String prompt, boolean raw, Options options)
-            throws OllamaBaseException, IOException, InterruptedException {
+    public OllamaResult generate(String model, String prompt, boolean raw, Options options) throws OllamaBaseException, IOException, InterruptedException {
        return generate(model, prompt, raw, options, null);
    }

-
    /**
     * Generates response using the specified AI model and prompt (in blocking mode), and then invokes a set of tools
     * on the generated response.
@@ -421,13 +583,11 @@ public class OllamaAPI {
     * @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.
+     * @throws OllamaBaseException  if the response indicates an error status
+     * @throws IOException          if an I/O error occurs during the HTTP request
+     * @throws InterruptedException if the operation is interrupted
     */
-    public OllamaToolsResult generateWithTools(String model, String prompt, Options options)
-            throws OllamaBaseException, IOException, InterruptedException, ToolInvocationException {
+    public OllamaToolsResult generateWithTools(String model, String prompt, Options options) throws OllamaBaseException, IOException, InterruptedException, ToolInvocationException {
        boolean raw = true;
        OllamaToolsResult toolResult = new OllamaToolsResult();
        Map<ToolFunctionCallSpec, Object> toolResults = new HashMap<>();
@@ -448,7 +608,6 @@ public class OllamaAPI {
        return toolResult;
    }

-
    /**
     * Generate response for a question to a model running on Ollama server and get a callback handle
     * that can be used to check for status and get the response from the model later. This would be
@@ -462,9 +621,7 @@ public class OllamaAPI {
        OllamaGenerateRequest ollamaRequestModel = new OllamaGenerateRequest(model, prompt);
        ollamaRequestModel.setRaw(raw);
        URI uri = URI.create(this.host + "/api/generate");
-        OllamaAsyncResultStreamer ollamaAsyncResultStreamer =
-                new OllamaAsyncResultStreamer(
-                        getRequestBuilderDefault(uri), ollamaRequestModel, requestTimeoutSeconds);
+        OllamaAsyncResultStreamer ollamaAsyncResultStreamer = new OllamaAsyncResultStreamer(getRequestBuilderDefault(uri), ollamaRequestModel, requestTimeoutSeconds);
        ollamaAsyncResultStreamer.start();
        return ollamaAsyncResultStreamer;
    }
@@ -481,10 +638,11 @@ public class OllamaAPI {
     *                      details on the options</a>
     * @param streamHandler optional callback consumer that will be applied every time a streamed response is received. If not set, the stream parameter of the request is set to false.
     * @return OllamaResult that includes response text and time taken for response
+     * @throws OllamaBaseException  if the response indicates an error status
+     * @throws IOException          if an I/O error occurs during the HTTP request
+     * @throws InterruptedException if the operation is interrupted
     */
-    public OllamaResult generateWithImageFiles(
-            String model, String prompt, List<File> imageFiles, Options options, OllamaStreamHandler streamHandler)
-            throws OllamaBaseException, IOException, InterruptedException {
+    public OllamaResult generateWithImageFiles(String model, String prompt, List<File> imageFiles, Options options, OllamaStreamHandler streamHandler) throws OllamaBaseException, IOException, InterruptedException {
        List<String> images = new ArrayList<>();
        for (File imageFile : imageFiles) {
            images.add(encodeFileToBase64(imageFile));
@@ -498,10 +656,12 @@ public class OllamaAPI {
     * Convenience method to call Ollama API without streaming responses.
     * <p>
     * Uses {@link #generateWithImageFiles(String, String, List, Options, OllamaStreamHandler)}
+     *
+     * @throws OllamaBaseException  if the response indicates an error status
+     * @throws IOException          if an I/O error occurs during the HTTP request
+     * @throws InterruptedException if the operation is interrupted
     */
-    public OllamaResult generateWithImageFiles(
-            String model, String prompt, List<File> imageFiles, Options options)
-            throws OllamaBaseException, IOException, InterruptedException {
+    public OllamaResult generateWithImageFiles(String model, String prompt, List<File> imageFiles, Options options) throws OllamaBaseException, IOException, InterruptedException {
        return generateWithImageFiles(model, prompt, imageFiles, options, null);
    }

@@ -517,10 +677,12 @@ public class OllamaAPI {
     *                      details on the options</a>
     * @param streamHandler optional callback consumer that will be applied every time a streamed response is received. If not set, the stream parameter of the request is set to false.
     * @return OllamaResult that includes response text and time taken for response
+     * @throws OllamaBaseException  if the response indicates an error status
+     * @throws IOException          if an I/O error occurs during the HTTP request
+     * @throws InterruptedException if the operation is interrupted
+     * @throws URISyntaxException   if the URI for the request is malformed
     */
-    public OllamaResult generateWithImageURLs(
-            String model, String prompt, List<String> imageURLs, Options options, OllamaStreamHandler streamHandler)
-            throws OllamaBaseException, IOException, InterruptedException, URISyntaxException {
+    public OllamaResult generateWithImageURLs(String model, String prompt, List<String> imageURLs, Options options, OllamaStreamHandler streamHandler) throws OllamaBaseException, IOException, InterruptedException, URISyntaxException {
        List<String> images = new ArrayList<>();
        for (String imageURL : imageURLs) {
            images.add(encodeByteArrayToBase64(Utils.loadImageBytesFromUrl(imageURL)));
@@ -534,14 +696,16 @@ public class OllamaAPI {
     * Convenience method to call Ollama API without streaming responses.
     * <p>
     * Uses {@link #generateWithImageURLs(String, String, List, Options, OllamaStreamHandler)}
+     *
+     * @throws OllamaBaseException  if the response indicates an error status
+     * @throws IOException          if an I/O error occurs during the HTTP request
+     * @throws InterruptedException if the operation is interrupted
+     * @throws URISyntaxException   if the URI for the request is malformed
     */
-    public OllamaResult generateWithImageURLs(String model, String prompt, List<String> imageURLs,
-                                              Options options)
-            throws OllamaBaseException, IOException, InterruptedException, URISyntaxException {
+    public OllamaResult generateWithImageURLs(String model, String prompt, List<String> imageURLs, Options options) throws OllamaBaseException, IOException, InterruptedException, URISyntaxException {
        return generateWithImageURLs(model, prompt, imageURLs, options, null);
    }

-
    /**
     * Ask a question to a model based on a given message stack (i.e. a chat history). Creates a synchronous call to the api
     * 'api/chat'.
@@ -552,6 +716,9 @@ public class OllamaAPI {
     * @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
+     * @throws OllamaBaseException  if the response indicates an error status
+     * @throws IOException          if an I/O error occurs during the HTTP request
+     * @throws InterruptedException if the operation is interrupted
     */
    public OllamaChatResult chat(String model, List<OllamaChatMessage> messages) throws OllamaBaseException, IOException, InterruptedException {
        OllamaChatRequestBuilder builder = OllamaChatRequestBuilder.getInstance(model);
@@ -568,6 +735,9 @@ public class OllamaAPI {
     * @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
+     * @throws OllamaBaseException  if the response indicates an error status
+     * @throws IOException          if an I/O error occurs during the HTTP request
+     * @throws InterruptedException if the operation is interrupted
     */
    public OllamaChatResult chat(OllamaChatRequest request) throws OllamaBaseException, IOException, InterruptedException {
        return chat(request, null);
@@ -584,6 +754,9 @@ public class OllamaAPI {
     * @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
+     * @throws OllamaBaseException  if the response indicates an error status
+     * @throws IOException          if an I/O error occurs during the HTTP request
+     * @throws InterruptedException if the operation is interrupted
     */
    public OllamaChatResult chat(OllamaChatRequest request, OllamaStreamHandler streamHandler) throws OllamaBaseException, IOException, InterruptedException {
        OllamaChatEndpointCaller requestCaller = new OllamaChatEndpointCaller(host, basicAuth, requestTimeoutSeconds, verbose);
@@ -601,6 +774,37 @@ public class OllamaAPI {
        toolRegistry.addFunction(toolSpecification.getFunctionName(), toolSpecification.getToolDefinition());
    }

+    /**
+     * Adds a custom role.
+     *
+     * @param roleName the name of the custom role to be added
+     * @return the newly created OllamaChatMessageRole
+     */
+    public OllamaChatMessageRole addCustomRole(String roleName) {
+        return OllamaChatMessageRole.newCustomRole(roleName);
+    }
+
+    /**
+     * Lists all available roles.
+     *
+     * @return a list of available OllamaChatMessageRole objects
+     */
+    public List<OllamaChatMessageRole> listRoles() {
+        return OllamaChatMessageRole.getRoles();
+    }
+
+    /**
+     * Retrieves a specific role by name.
+     *
+     * @param roleName the name of the role to retrieve
+     * @return the OllamaChatMessageRole associated with the given name
+     * @throws RoleNotFoundException if the role with the specified name does not exist
+     */
+    public OllamaChatMessageRole getRole(String roleName) throws RoleNotFoundException {
+        return OllamaChatMessageRole.getRole(roleName);
+    }
+
+
    // technical private methods //

    private static String encodeFileToBase64(File file) throws IOException {
@@ -611,11 +815,8 @@ public class OllamaAPI {
        return Base64.getEncoder().encodeToString(bytes);
    }

-    private OllamaResult generateSyncForOllamaRequestModel(
-            OllamaGenerateRequest ollamaRequestModel, OllamaStreamHandler streamHandler)
-            throws OllamaBaseException, IOException, InterruptedException {
-        OllamaGenerateEndpointCaller requestCaller =
-                new OllamaGenerateEndpointCaller(host, basicAuth, requestTimeoutSeconds, verbose);
+    private OllamaResult generateSyncForOllamaRequestModel(OllamaGenerateRequest ollamaRequestModel, OllamaStreamHandler streamHandler) throws OllamaBaseException, IOException, InterruptedException {
+        OllamaGenerateEndpointCaller requestCaller = new OllamaGenerateEndpointCaller(host, basicAuth, requestTimeoutSeconds, verbose);
        OllamaResult result;
        if (streamHandler != null) {
            ollamaRequestModel.setStream(true);
@@ -633,10 +834,7 @@ public class OllamaAPI {
     * @return HttpRequest.Builder
     */
    private HttpRequest.Builder getRequestBuilderDefault(URI uri) {
-        HttpRequest.Builder requestBuilder =
-                HttpRequest.newBuilder(uri)
-                        .header("Content-Type", "application/json")
-                        .timeout(Duration.ofSeconds(requestTimeoutSeconds));
+        HttpRequest.Builder requestBuilder = HttpRequest.newBuilder(uri).header("Content-Type", "application/json").timeout(Duration.ofSeconds(requestTimeoutSeconds));
        if (isBasicAuthCredentialsSet()) {
            requestBuilder.header("Authorization", getBasicAuthHeaderValue());
        }
@@ -662,7 +860,6 @@ public class OllamaAPI {
        return basicAuth != null;
    }

-
    private Object invokeTool(ToolFunctionCallSpec toolFunctionCallSpec) throws ToolInvocationException {
        try {
            String methodName = toolFunctionCallSpec.getName();
--- a/src/main/java/io/github/ollama4j/exceptions/RoleNotFoundException.java
+++ b/src/main/java/io/github/ollama4j/exceptions/RoleNotFoundException.java
@@ -0,0 +1,8 @@
+package io.github.ollama4j.exceptions;
+
+public class RoleNotFoundException extends Exception {
+
+    public RoleNotFoundException(String s) {
+        super(s);
+    }
+}
--- a/src/main/java/io/github/ollama4j/models/chat/OllamaChatMessage.java
+++ b/src/main/java/io/github/ollama4j/models/chat/OllamaChatMessage.java
@@ -8,6 +8,7 @@ import com.fasterxml.jackson.databind.annotation.JsonSerialize;
 import io.github.ollama4j.utils.FileToBase64Serializer;

 import java.util.List;
+
 import lombok.AllArgsConstructor;
 import lombok.Data;
 import lombok.NoArgsConstructor;
@@ -33,13 +34,13 @@ public class OllamaChatMessage {

    @JsonSerialize(using = FileToBase64Serializer.class)
    private List<byte[]> images;
-    
-      @Override
-  public String toString() {
-    try {
-      return getObjectMapper().writerWithDefaultPrettyPrinter().writeValueAsString(this);
-    } catch (JsonProcessingException e) {
-      throw new RuntimeException(e);
+
+    @Override
+    public String toString() {
+        try {
+            return getObjectMapper().writerWithDefaultPrettyPrinter().writeValueAsString(this);
+        } catch (JsonProcessingException e) {
+            throw new RuntimeException(e);
+        }
    }
-  }
 }
--- a/src/main/java/io/github/ollama4j/models/chat/OllamaChatMessageRole.java
+++ b/src/main/java/io/github/ollama4j/models/chat/OllamaChatMessageRole.java
@@ -1,19 +1,53 @@
 package io.github.ollama4j.models.chat;

 import com.fasterxml.jackson.annotation.JsonValue;
+import io.github.ollama4j.exceptions.RoleNotFoundException;
+import lombok.Getter;
+
+import java.util.ArrayList;
+import java.util.List;

 /**
 * Defines the possible Chat Message roles.
 */
-public enum OllamaChatMessageRole {
-    SYSTEM("system"),
-    USER("user"),
-    ASSISTANT("assistant");
+@Getter
+public class OllamaChatMessageRole {
+    private static final List<OllamaChatMessageRole> roles = new ArrayList<>();
+
+    public static final OllamaChatMessageRole SYSTEM = new OllamaChatMessageRole("system");
+    public static final OllamaChatMessageRole USER = new OllamaChatMessageRole("user");
+    public static final OllamaChatMessageRole ASSISTANT = new OllamaChatMessageRole("assistant");
+    public static final OllamaChatMessageRole TOOL = new OllamaChatMessageRole("tool");

    @JsonValue
-    private String roleName;
+    private final String roleName;

-    private OllamaChatMessageRole(String roleName){
+    private OllamaChatMessageRole(String roleName) {
        this.roleName = roleName;
+        roles.add(this);
+    }
+
+    public static OllamaChatMessageRole newCustomRole(String roleName) {
+        OllamaChatMessageRole customRole = new OllamaChatMessageRole(roleName);
+        roles.add(customRole);
+        return customRole;
+    }
+
+    public static List<OllamaChatMessageRole> getRoles() {
+        return new ArrayList<>(roles);
+    }
+
+    public static OllamaChatMessageRole getRole(String roleName) throws RoleNotFoundException {
+        for (OllamaChatMessageRole role : roles) {
+            if (role.roleName.equals(roleName)) {
+                return role;
+            }
+        }
+        throw new RoleNotFoundException("Invalid role name: " + roleName);
+    }
+
+    @Override
+    public String toString() {
+        return roleName;
    }
 }
--- a/src/main/java/io/github/ollama4j/models/chat/OllamaChatResult.java
+++ b/src/main/java/io/github/ollama4j/models/chat/OllamaChatResult.java
@@ -8,12 +8,11 @@ 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
 * {@link OllamaChatMessageRole#ASSISTANT} role.
 */
-public class OllamaChatResult extends OllamaResult{
+public class OllamaChatResult extends OllamaResult {

    private List<OllamaChatMessage> chatHistory;

-    public OllamaChatResult(String response, long responseTime, int httpStatusCode,
-            List<OllamaChatMessage> chatHistory) {
+    public OllamaChatResult(String response, long responseTime, int httpStatusCode, List<OllamaChatMessage> chatHistory) {
        super(response, responseTime, httpStatusCode);
        this.chatHistory = chatHistory;
        appendAnswerToChatHistory(response);
@@ -21,12 +20,10 @@ public class OllamaChatResult extends OllamaResult{

    public List<OllamaChatMessage> getChatHistory() {
        return chatHistory;
-    } 
+    }

-    private void appendAnswerToChatHistory(String answer){
+    private void appendAnswerToChatHistory(String answer) {
        OllamaChatMessage assistantMessage = new OllamaChatMessage(OllamaChatMessageRole.ASSISTANT, answer);
        this.chatHistory.add(assistantMessage);
    }
-    
-    
 }
--- a/src/main/java/io/github/ollama4j/models/embeddings/OllamaEmbedRequestModel.java
+++ b/src/main/java/io/github/ollama4j/models/embeddings/OllamaEmbedRequestModel.java
@@ -0,0 +1,41 @@
+package io.github.ollama4j.models.embeddings;
+
+import com.fasterxml.jackson.annotation.JsonProperty;
+import com.fasterxml.jackson.core.JsonProcessingException;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+import lombok.NonNull;
+import lombok.RequiredArgsConstructor;
+
+import java.util.List;
+import java.util.Map;
+
+import static io.github.ollama4j.utils.Utils.getObjectMapper;
+
+@Data
+@RequiredArgsConstructor
+@NoArgsConstructor
+public class OllamaEmbedRequestModel {
+    @NonNull
+    private String model;
+
+    @NonNull
+    private List<String> input;
+
+    private Map<String, Object> options;
+
+    @JsonProperty(value = "keep_alive")
+    private String keepAlive;
+
+    @JsonProperty(value = "truncate")
+    private Boolean truncate = true;
+
+    @Override
+    public String toString() {
+        try {
+            return getObjectMapper().writerWithDefaultPrettyPrinter().writeValueAsString(this);
+        } catch (JsonProcessingException e) {
+            throw new RuntimeException(e);
+        }
+    }
+}
--- a/src/main/java/io/github/ollama4j/models/embeddings/OllamaEmbedResponseModel.java
+++ b/src/main/java/io/github/ollama4j/models/embeddings/OllamaEmbedResponseModel.java
@@ -0,0 +1,25 @@
+package io.github.ollama4j.models.embeddings;
+
+import com.fasterxml.jackson.annotation.JsonProperty;
+import lombok.Data;
+
+import java.util.List;
+
+@SuppressWarnings("unused")
+@Data
+public class OllamaEmbedResponseModel {
+    @JsonProperty("model")
+    private String model;
+
+    @JsonProperty("embeddings")
+    private List<List<Double>> embeddings;
+
+    @JsonProperty("total_duration")
+    private long totalDuration;
+
+    @JsonProperty("load_duration")
+    private long loadDuration;
+
+    @JsonProperty("prompt_eval_count")
+    private int promptEvalCount;
+}
--- a/src/main/java/io/github/ollama4j/models/response/LibraryModel.java
+++ b/src/main/java/io/github/ollama4j/models/response/LibraryModel.java
@@ -0,0 +1,16 @@
+package io.github.ollama4j.models.response;
+import java.util.ArrayList;
+import java.util.List;
+
+import lombok.Data;
+
+@Data
+public class LibraryModel {
+
+    private String name;
+    private String description;
+    private String pullCount;
+    private int totalTags;
+    private List<String> popularTags = new ArrayList<>();
+    private String lastUpdated;
+}
--- a/src/main/java/io/github/ollama4j/models/response/LibraryModelDetail.java
+++ b/src/main/java/io/github/ollama4j/models/response/LibraryModelDetail.java
@@ -0,0 +1,12 @@
+package io.github.ollama4j.models.response;
+
+import lombok.Data;
+
+import java.util.List;
+
+@Data
+public class LibraryModelDetail {
+
+    private LibraryModel model;
+    private List<LibraryModelTag> tags;
+}
--- a/src/main/java/io/github/ollama4j/models/response/LibraryModelTag.java
+++ b/src/main/java/io/github/ollama4j/models/response/LibraryModelTag.java
@@ -0,0 +1,13 @@
+package io.github.ollama4j.models.response;
+
+import lombok.Data;
+
+import java.util.List;
+
+@Data
+public class LibraryModelTag {
+    private String name;
+    private String tag;
+    private String size;
+    private String lastUpdated;
+}
--- a/src/main/java/io/github/ollama4j/types/OllamaModelType.java
+++ b/src/main/java/io/github/ollama4j/types/OllamaModelType.java
@@ -10,10 +10,9 @@ package io.github.ollama4j.types;
 public class OllamaModelType {
    public static final String GEMMA = "gemma";
    public static final String GEMMA2 = "gemma2";
-
-
    public static final String LLAMA2 = "llama2";
    public static final String LLAMA3 = "llama3";
+    public static final String LLAMA3_1 = "llama3.1";
    public static final String MISTRAL = "mistral";
    public static final String MIXTRAL = "mixtral";
    public static final String LLAVA = "llava";
@@ -33,7 +32,6 @@ public class OllamaModelType {
    public static final String ZEPHYR = "zephyr";
    public static final String OPENHERMES = "openhermes";
    public static final String QWEN = "qwen";
-
    public static final String QWEN2 = "qwen2";
    public static final String WIZARDCODER = "wizardcoder";
    public static final String LLAMA2_CHINESE = "llama2-chinese";
--- a/src/main/java/io/github/ollama4j/utils/OptionsBuilder.java
+++ b/src/main/java/io/github/ollama4j/utils/OptionsBuilder.java
@@ -1,5 +1,6 @@
 package io.github.ollama4j.utils;

+import java.io.IOException;
 import java.util.HashMap;

 /** Builder class for creating options for Ollama model. */
@@ -207,6 +208,34 @@ public class OptionsBuilder {
    return this;
  }

+  /**
+   * Alternative to the top_p, and aims to ensure a balance of qualityand variety. The parameter p
+   * represents the minimum probability for a token to be considered, relative to the probability
+   * of the most likely token. For example, with p=0.05 and the most likely token having a
+   * probability of 0.9, logits with a value less than 0.045 are filtered out. (Default: 0.0)
+   */
+  public OptionsBuilder setMinP(float value) {
+    options.getOptionsMap().put("min_p", value);
+    return this;
+  }
+
+  /**
+   * Allows passing an option not formally supported by the library
+   * @param name The option name for the parameter.
+   * @param value The value for the "{name}" parameter.
+   * @return The updated OptionsBuilder.
+   * @throws IllegalArgumentException if parameter has an unsupported type
+   */
+  public OptionsBuilder setCustomOption(String name, Object value) throws IllegalArgumentException {
+    if (!(value instanceof Integer || value instanceof Float || value instanceof String)) {
+      throw new IllegalArgumentException("Invalid type for parameter. Allowed types are: Integer, Float, or String.");
+    }
+    options.getOptionsMap().put(name, value);
+    return this;
+  }
+
+
+
  /**
   * Builds the options map.
   *
@@ -215,4 +244,6 @@ public class OptionsBuilder {
  public Options build() {
    return options;
  }
+
+
 }
--- a/src/test/java/io/github/ollama4j/unittests/TestMockedAPIs.java
+++ b/src/test/java/io/github/ollama4j/unittests/TestMockedAPIs.java
@@ -2,6 +2,10 @@ package io.github.ollama4j.unittests;

 import io.github.ollama4j.OllamaAPI;
 import io.github.ollama4j.exceptions.OllamaBaseException;
+import io.github.ollama4j.exceptions.RoleNotFoundException;
+import io.github.ollama4j.models.chat.OllamaChatMessageRole;
+import io.github.ollama4j.models.embeddings.OllamaEmbedRequestModel;
+import io.github.ollama4j.models.embeddings.OllamaEmbedResponseModel;
 import io.github.ollama4j.models.response.ModelDetail;
 import io.github.ollama4j.models.response.OllamaAsyncResultStreamer;
 import io.github.ollama4j.models.response.OllamaResult;
@@ -14,7 +18,9 @@ import java.io.IOException;
 import java.net.URISyntaxException;
 import java.util.ArrayList;
 import java.util.Collections;
+import java.util.List;

+import static org.junit.jupiter.api.Assertions.*;
 import static org.mockito.Mockito.*;

 class TestMockedAPIs {
@@ -97,6 +103,34 @@ class TestMockedAPIs {
        }
    }

+    @Test
+    void testEmbed() {
+        OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
+        String model = OllamaModelType.LLAMA2;
+        List<String> inputs = List.of("some prompt text");
+        try {
+            when(ollamaAPI.embed(model, inputs)).thenReturn(new OllamaEmbedResponseModel());
+            ollamaAPI.embed(model, inputs);
+            verify(ollamaAPI, times(1)).embed(model, inputs);
+        } catch (IOException | OllamaBaseException | InterruptedException e) {
+            throw new RuntimeException(e);
+        }
+    }
+
+    @Test
+    void testEmbedWithEmbedRequestModel() {
+        OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
+        String model = OllamaModelType.LLAMA2;
+        List<String> inputs = List.of("some prompt text");
+        try {
+            when(ollamaAPI.embed(new OllamaEmbedRequestModel(model, inputs))).thenReturn(new OllamaEmbedResponseModel());
+            ollamaAPI.embed(new OllamaEmbedRequestModel(model, inputs));
+            verify(ollamaAPI, times(1)).embed(new OllamaEmbedRequestModel(model, inputs));
+        } catch (IOException | OllamaBaseException | InterruptedException e) {
+            throw new RuntimeException(e);
+        }
+    }
+
    @Test
    void testAsk() {
        OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
@@ -161,4 +195,68 @@ class TestMockedAPIs {
        ollamaAPI.generateAsync(model, prompt, false);
        verify(ollamaAPI, times(1)).generateAsync(model, prompt, false);
    }
+
+    @Test
+    void testAddCustomRole() {
+        OllamaAPI ollamaAPI = mock(OllamaAPI.class);
+        String roleName = "custom-role";
+        OllamaChatMessageRole expectedRole = OllamaChatMessageRole.newCustomRole(roleName);
+        when(ollamaAPI.addCustomRole(roleName)).thenReturn(expectedRole);
+        OllamaChatMessageRole customRole = ollamaAPI.addCustomRole(roleName);
+        assertEquals(expectedRole, customRole);
+        verify(ollamaAPI, times(1)).addCustomRole(roleName);
+    }
+
+    @Test
+    void testListRoles() {
+        OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
+        OllamaChatMessageRole role1 = OllamaChatMessageRole.newCustomRole("role1");
+        OllamaChatMessageRole role2 = OllamaChatMessageRole.newCustomRole("role2");
+        List<OllamaChatMessageRole> expectedRoles = List.of(role1, role2);
+        when(ollamaAPI.listRoles()).thenReturn(expectedRoles);
+        List<OllamaChatMessageRole> actualRoles = ollamaAPI.listRoles();
+        assertEquals(expectedRoles, actualRoles);
+        verify(ollamaAPI, times(1)).listRoles();
+    }
+
+    @Test
+    void testGetRoleNotFound() {
+        OllamaAPI ollamaAPI = mock(OllamaAPI.class);
+        String roleName = "non-existing-role";
+        try {
+            when(ollamaAPI.getRole(roleName)).thenThrow(new RoleNotFoundException("Role not found"));
+        } catch (RoleNotFoundException exception) {
+            throw new RuntimeException("Failed to run test: testGetRoleNotFound");
+        }
+        try {
+            ollamaAPI.getRole(roleName);
+            fail("Expected RoleNotFoundException not thrown");
+        } catch (RoleNotFoundException exception) {
+            assertEquals("Role not found", exception.getMessage());
+        }
+        try {
+            verify(ollamaAPI, times(1)).getRole(roleName);
+        } catch (RoleNotFoundException exception) {
+            throw new RuntimeException("Failed to run test: testGetRoleNotFound");
+        }
+    }
+
+    @Test
+    void testGetRoleFound() {
+        OllamaAPI ollamaAPI = mock(OllamaAPI.class);
+        String roleName = "existing-role";
+        OllamaChatMessageRole expectedRole = OllamaChatMessageRole.newCustomRole(roleName);
+        try {
+            when(ollamaAPI.getRole(roleName)).thenReturn(expectedRole);
+        } catch (RoleNotFoundException exception) {
+            throw new RuntimeException("Failed to run test: testGetRoleFound");
+        }
+        try {
+            OllamaChatMessageRole actualRole = ollamaAPI.getRole(roleName);
+            assertEquals(expectedRole, actualRole);
+            verify(ollamaAPI, times(1)).getRole(roleName);
+        } catch (RoleNotFoundException exception) {
+            throw new RuntimeException("Failed to run test: testGetRoleFound");
+        }
+    }
 }
--- a/src/test/java/io/github/ollama4j/unittests/jackson/TestChatRequestSerialization.java
+++ b/src/test/java/io/github/ollama4j/unittests/jackson/TestChatRequestSerialization.java
@@ -1,6 +1,7 @@
 package io.github.ollama4j.unittests.jackson;

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

 import java.io.File;
 import java.util.List;
@@ -59,6 +60,10 @@ public class TestChatRequestSerialization extends AbstractSerializationTest<Olla
            .withOptions(b.setSeed(1).build())
            .withOptions(b.setTopK(1).build())
            .withOptions(b.setTopP(1).build())
+            .withOptions(b.setMinP(1).build())
+            .withOptions(b.setCustomOption("cust_float", 1.0f).build())
+            .withOptions(b.setCustomOption("cust_int", 1).build())
+            .withOptions(b.setCustomOption("cust_str", "custom").build())
            .build();

        String jsonRequest = serialize(req);
@@ -72,6 +77,20 @@ public class TestChatRequestSerialization extends AbstractSerializationTest<Olla
        assertEquals(1, deserializeRequest.getOptions().get("seed"));
        assertEquals(1, deserializeRequest.getOptions().get("top_k"));
        assertEquals(1.0, deserializeRequest.getOptions().get("top_p"));
+        assertEquals(1.0, deserializeRequest.getOptions().get("min_p"));
+        assertEquals(1.0, deserializeRequest.getOptions().get("cust_float"));
+        assertEquals(1, deserializeRequest.getOptions().get("cust_int"));
+        assertEquals("custom", deserializeRequest.getOptions().get("cust_str"));
+    }
+
+    @Test
+    public void testRequestWithInvalidCustomOption() {
+        OptionsBuilder b = new OptionsBuilder();
+        assertThrowsExactly(IllegalArgumentException.class, () -> {
+                OllamaChatRequest req = builder.withMessage(OllamaChatMessageRole.USER, "Some prompt")
+                .withOptions(b.setCustomOption("cust_obj", new Object()).build())
+                .build();
+        });
    }

    @Test
Author	SHA1	Message	Date
amithkoujalgi	5b3713c69e	added `getLibraryModelDetails` API and `pullModel` API with `LibraryModelTag`	2024-11-08 11:23:47 +05:30
Amith Koujalgi	e9486cbb8e	Merge pull request #76 from ollama4j/model-listing updated `listModelsFromLibrary` API	2024-11-08 10:05:19 +05:30
amithkoujalgi	057f0babeb	updated `listModelsFromLibrary` API updated `listModelsFromLibrary` API	2024-11-08 10:02:27 +05:30
Amith Koujalgi	da146640ca	Update README.md	2024-11-08 00:08:13 +05:30
Amith Koujalgi	82be761b86	Merge pull request #75 from ollama4j/model-listing `listModelsFromLibrary` API	2024-11-07 23:54:56 +05:30
amithkoujalgi	9c3fc49df1	added `listModelsFromLibrary` API	2024-11-07 23:53:11 +05:30
Amith Koujalgi	5f19eb17ac	Update OllamaAPI.java	2024-11-07 21:53:41 +05:30
Amith Koujalgi	ecb04d6d82	Cleanup	2024-10-31 21:22:17 +05:30
Amith Koujalgi	3fc7e9423c	Updated docs	2024-10-31 17:57:02 +05:30
Amith Koujalgi	405a08b330	Updated docs	2024-10-31 16:25:05 +05:30
Amith Koujalgi	921f745435	Custom roles support Adds support for custom roles using `OllamaChatMessageRole`	2024-10-31 16:15:21 +05:30
Amith Koujalgi	bedfec6bf9	Update generate-embeddings.md	2024-10-30 11:07:40 +05:30
Amith Koujalgi	afa09e87a5	Update OllamaAPI.java	2024-10-30 11:02:37 +05:30
Amith Koujalgi	baf2320ea6	Updated javadoc	2024-10-30 11:01:23 +05:30
Amith Koujalgi	948a7444fb	Update README.md	2024-10-30 00:54:33 +05:30
Amith Koujalgi	ec0eb8b469	Update README.md	2024-10-30 00:44:08 +05:30
Amith Koujalgi	8f33de7e59	Update README.md	2024-10-30 00:43:09 +05:30
Amith Koujalgi	8c59e6511b	Update README.md	2024-10-30 00:41:55 +05:30
Amith Koujalgi	b93fc7623a	Updated javadoc	2024-10-30 00:28:53 +05:30
Amith Koujalgi	bd1a57c7e0	Added support for new embed API `/api/embed`	2024-10-30 00:03:49 +05:30
Amith Koujalgi	7fabead249	Merge pull request #73 from daguava/tool-role Add 'tool' role	2024-10-29 22:05:43 +05:30
Mitchell Lutzke	268a973d5e	Add tool role	2024-10-27 17:06:25 -07:00
Amith Koujalgi	d949a3cb69	Merge pull request #72 from daguava/minp-custom-options Add minp option and ability to set custom options	2024-10-27 20:05:24 +05:30
Mitchell Lutzke	e2443ed68a	Add throws to the docs	2024-10-26 22:08:03 -07:00
Mitchell Lutzke	37193b1f5b	slight cleanup	2024-10-26 21:36:43 -07:00
Mitchell Lutzke	e33071ae38	Add minp option and ability to set custom options	2024-10-26 21:22:46 -07:00
Amith Koujalgi	fffc8dc526	Update README.md	2024-10-16 00:55:01 +05:30
Amith Koujalgi	def950cc9c	Update README.md	2024-10-15 14:27:07 +05:30
Amith Koujalgi	f4db7ca326	Update README.md	2024-10-15 11:51:20 +05:30
Amith Koujalgi	18760250ea	Update README.md	2024-10-11 21:21:20 +05:30
Amith Koujalgi	233597efd1	Update README.md	2024-10-01 23:38:49 +05:30
Amith Koujalgi	cec9f29eb7	Update README.md	2024-09-15 09:43:37 +05:30
Amith Koujalgi	20cb92a418	Update README.md	2024-09-15 08:48:31 +05:30
Amith Koujalgi	b0dc38954b	Update README.md	2024-09-15 08:47:22 +05:30
Amith Koujalgi	1479d0a494	Update README.md	2024-09-08 16:28:46 +05:30
Amith Koujalgi	b328daee43	Update README.md	2024-09-08 16:28:23 +05:30
Amith Koujalgi	b90c8bc622	Docs build fixes Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-09-05 01:41:24 +05:30
Amith Koujalgi	660a1b937a	Added llama3.1 Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-09-05 01:24:13 +05:30
Amith Koujalgi	fd961d7037	Added BMC Signed-off-by: Amith Koujalgi <koujalgi.amith@gmail.com>	2024-09-05 00:48:50 +05:30
Amith Koujalgi	b48f9550c3	Update README.md	2024-09-04 00:10:09 +05:30
Amith Koujalgi	363969a275	Update README.md	2024-09-04 00:05:30 +05:30
Amith Koujalgi	992625cf86	Merge pull request #63 from peaster/gradle-dependency-fix Change Gradle dependency example to use correct declaration	2024-08-10 10:20:09 +05:30
peaster	bbebd26d07	correct Gradle dependency example to use correct declaration	2024-08-09 16:24:43 -04:00