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42
README.md
42
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">
|
||||
|
||||
|
||||
|
||||
@@ -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 +279,22 @@ 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
|
||||
- `Another Minecraft Mod`: https://www.reddit.com/r/fabricmc/comments/1e65x5s/comment/ldr2vcf/
|
||||
- `Ollama4j Web UI`: A web UI for Ollama written in Java using Spring Boot and Vaadin framework and
|
||||
Ollama4j. https://github.com/ollama4j/ollama4j-web-ui
|
||||
Ollama4j.
|
||||
- https://github.com/ollama4j/ollama4j-web-ui
|
||||
- `JnsCLI`: A command-line tool for Jenkins that manages jobs, builds, and configurations directly from the terminal while offering AI-powered error analysis for quick troubleshooting.
|
||||
- https://github.com/mirum8/jnscli
|
||||
- `Katie Backend`: An Open Source AI-based question-answering platform that helps companies and organizations make their private domain knowledge accessible and useful to their employees and customers.
|
||||
- https://github.com/wyona/katie-backend
|
||||
- `TeleLlama3 Bot`: A Question-Answering Telegram Bot.
|
||||
- https://git.hiast.edu.sy/mohamadbashar.disoki/telellama3-bot
|
||||
|
||||
#### Traction
|
||||
## Traction
|
||||
|
||||
[](https://star-history.com/#ollama4j/ollama4j&Date)
|
||||
|
||||
### Get Involved
|
||||
## Get Involved
|
||||
|
||||
<div align="center">
|
||||
|
||||
@@ -312,6 +322,22 @@ 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)
|
||||
|
||||
@@ -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 `OllamaEmbedResponseModel`:
|
||||
|
||||
```java
|
||||
import io.github.ollama4j.OllamaAPI;
|
||||
import io.github.ollama4j.types.OllamaModelType;
|
||||
import io.github.ollama4j.models.embeddings.OllamaEmbedRequestModel;
|
||||
import io.github.ollama4j.models.embeddings.OllamaEmbedResponseModel;import java.util.Arrays;
|
||||
import java.util.Collections;
|
||||
import java.util.List;
|
||||
|
||||
public class Main {
|
||||
|
||||
public static void main(String[] args) {
|
||||
|
||||
String host = "http://localhost:11434/";
|
||||
|
||||
OllamaAPI ollamaAPI = new OllamaAPI(host);
|
||||
|
||||
OllamaEmbedResponseModel embeddings = ollamaAPI.embed(new OllamaEmbedRequestModel("all-minilm", Arrays.asList("Why is the sky blue?", "Why is the grass green?")));
|
||||
|
||||
System.out.println(embeddings);
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
You will get a response similar to:
|
||||
|
||||
```json
|
||||
{
|
||||
"model": "all-minilm",
|
||||
"embeddings": [[-0.034674067, 0.030984823, 0.0067988685]],
|
||||
"total_duration": 14173700,
|
||||
"load_duration": 1198800,
|
||||
"prompt_eval_count": 2
|
||||
}
|
||||
````
|
||||
|
||||
:::note
|
||||
|
||||
This is a deprecated API
|
||||
|
||||
:::
|
||||
|
||||
Parameters:
|
||||
|
||||
- `model`: name of model to generate embeddings from
|
||||
- `prompt`: text to generate embeddings for
|
||||
|
||||
```java
|
||||
import io.github.ollama4j.OllamaAPI;
|
||||
import io.github.ollama4j.types.OllamaModelType;
|
||||
|
||||
import java.util.List;
|
||||
|
||||
public class Main {
|
||||
@@ -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
|
||||
]
|
||||
```
|
||||
413
docs/package-lock.json
generated
413
docs/package-lock.json
generated
@@ -3383,24 +3383,6 @@
|
||||
"@types/ms": "*"
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"dependencies": {
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@@ -3702,22 +3685,26 @@
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@@ -3727,23 +3714,26 @@
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"license": "MIT"
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"@webassemblyjs/wasm-gen": "1.12.1"
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|
||||
"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 @@
|
||||
"integrity": "sha512-PgF341avzqyx60neE9DD+XS26MMNMoUQRz9NOZwW32nPQrF6p77f1htcnjBSEV8BGMKZ16choqUG4hyI0Hx7mA=="
|
||||
},
|
||||
"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"
|
||||
},
|
||||
|
||||
41
docs/src/components/BuyMeACoffee/index.js
Normal file
41
docs/src/components/BuyMeACoffee/index.js
Normal file
@@ -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;
|
||||
@@ -38,3 +38,11 @@ header > h1,
|
||||
h2 > a {
|
||||
font-size: 2rem !important;
|
||||
}
|
||||
|
||||
#bmc-wbtn{
|
||||
bottom: 15px;
|
||||
}
|
||||
|
||||
#bmc-wbtn + div{
|
||||
bottom:15px;
|
||||
}
|
||||
@@ -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>);
|
||||
}
|
||||
@@ -7,8 +7,10 @@ import io.github.ollama4j.models.chat.OllamaChatMessage;
|
||||
import io.github.ollama4j.models.chat.OllamaChatRequest;
|
||||
import io.github.ollama4j.models.chat.OllamaChatRequestBuilder;
|
||||
import io.github.ollama4j.models.chat.OllamaChatResult;
|
||||
import io.github.ollama4j.models.embeddings.OllamaEmbedRequestModel;
|
||||
import io.github.ollama4j.models.embeddings.OllamaEmbeddingResponseModel;
|
||||
import io.github.ollama4j.models.embeddings.OllamaEmbeddingsRequestModel;
|
||||
import io.github.ollama4j.models.embeddings.OllamaEmbedResponseModel;
|
||||
import io.github.ollama4j.models.generate.OllamaGenerateRequest;
|
||||
import io.github.ollama4j.models.generate.OllamaStreamHandler;
|
||||
import io.github.ollama4j.models.ps.ModelsProcessResponse;
|
||||
@@ -342,7 +344,9 @@ public class OllamaAPI {
|
||||
* @param model name of model to generate embeddings from
|
||||
* @param prompt text to generate embeddings for
|
||||
* @return embeddings
|
||||
* @deprecated Use {@link #embed(String, List<String>)} instead.
|
||||
*/
|
||||
@Deprecated
|
||||
public List<Double> generateEmbeddings(String model, String prompt)
|
||||
throws IOException, InterruptedException, OllamaBaseException {
|
||||
return generateEmbeddings(new OllamaEmbeddingsRequestModel(model, prompt));
|
||||
@@ -353,7 +357,9 @@ public class OllamaAPI {
|
||||
*
|
||||
* @param modelRequest request for '/api/embeddings' endpoint
|
||||
* @return embeddings
|
||||
* @deprecated Use {@link #embed(OllamaEmbedRequestModel)} instead.
|
||||
*/
|
||||
@Deprecated
|
||||
public List<Double> generateEmbeddings(OllamaEmbeddingsRequestModel modelRequest) throws IOException, InterruptedException, OllamaBaseException {
|
||||
URI uri = URI.create(this.host + "/api/embeddings");
|
||||
String jsonData = modelRequest.toString();
|
||||
@@ -375,6 +381,47 @@ public class OllamaAPI {
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Generate embeddings for a given text from a model
|
||||
*
|
||||
* @param model name of model to generate embeddings from
|
||||
* @param inputs text/s to generate embeddings for
|
||||
* @return embeddings
|
||||
*/
|
||||
public OllamaEmbedResponseModel embed(String model, List<String> inputs)
|
||||
throws IOException, InterruptedException, OllamaBaseException {
|
||||
return embed(new OllamaEmbedRequestModel(model, inputs));
|
||||
}
|
||||
|
||||
/**
|
||||
* Generate embeddings using a {@link OllamaEmbedRequestModel}.
|
||||
*
|
||||
* @param modelRequest request for '/api/embed' endpoint
|
||||
* @return embeddings
|
||||
*/
|
||||
public OllamaEmbedResponseModel embed(OllamaEmbedRequestModel modelRequest)
|
||||
throws IOException, InterruptedException, OllamaBaseException {
|
||||
URI uri = URI.create(this.host + "/api/embed");
|
||||
String jsonData = Utils.getObjectMapper().writeValueAsString(modelRequest);
|
||||
HttpClient httpClient = HttpClient.newHttpClient();
|
||||
|
||||
HttpRequest request = HttpRequest.newBuilder(uri)
|
||||
.header("Accept", "application/json")
|
||||
.POST(HttpRequest.BodyPublishers.ofString(jsonData))
|
||||
.build();
|
||||
|
||||
HttpResponse<String> response = httpClient.send(request, HttpResponse.BodyHandlers.ofString());
|
||||
int statusCode = response.statusCode();
|
||||
String responseBody = response.body();
|
||||
|
||||
if (statusCode == 200) {
|
||||
OllamaEmbedResponseModel embeddingResponse =
|
||||
Utils.getObjectMapper().readValue(responseBody, OllamaEmbedResponseModel.class);
|
||||
return embeddingResponse;
|
||||
} else {
|
||||
throw new OllamaBaseException(statusCode + " - " + responseBody);
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Generate response for a question to a model running on Ollama server. This is a sync/blocking
|
||||
|
||||
@@ -8,7 +8,8 @@ import com.fasterxml.jackson.annotation.JsonValue;
|
||||
public enum OllamaChatMessageRole {
|
||||
SYSTEM("system"),
|
||||
USER("user"),
|
||||
ASSISTANT("assistant");
|
||||
ASSISTANT("assistant"),
|
||||
TOOL("tool");
|
||||
|
||||
@JsonValue
|
||||
private String roleName;
|
||||
|
||||
@@ -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);
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -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;
|
||||
}
|
||||
@@ -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";
|
||||
|
||||
@@ -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;
|
||||
}
|
||||
|
||||
|
||||
}
|
||||
|
||||
@@ -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
|
||||
|
||||
Reference in New Issue
Block a user