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70
README.md
70
README.md
@@ -2,8 +2,33 @@
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<img src='https://raw.githubusercontent.com/amithkoujalgi/ollama4j/65a9d526150da8fcd98e2af6a164f055572bf722/ollama4j.jpeg' width='100' alt="ollama4j-icon">
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<img src='https://raw.githubusercontent.com/amithkoujalgi/ollama4j/65a9d526150da8fcd98e2af6a164f055572bf722/ollama4j.jpeg' width='100' alt="ollama4j-icon">
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A Java library (wrapper/binding)
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A Java library (wrapper/binding) for [Ollama](https://ollama.ai/) server.
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for [Ollama](https://github.com/jmorganca/ollama/blob/main/docs/api.md) APIs.
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Find more details on the [website](https://amithkoujalgi.github.io/ollama4j/).
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## Table of Contents
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- [How does it work?](#how-does-it-work)
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- [Requirements](#requirements)
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||||||
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- [Installation](#installation)
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- [API Spec](#api-spec)
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- [Demo APIs](#try-out-the-apis-with-ollama-server)
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- [Development](#development)
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- [Contributions](#get-involved)
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- [References](#references)
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||||||
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#### How does it work?
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||||||
```mermaid
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```mermaid
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||||||
flowchart LR
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flowchart LR
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@@ -17,39 +42,19 @@ for [Ollama](https://github.com/jmorganca/ollama/blob/main/docs/api.md) APIs.
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end
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end
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```
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```
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## Table of Contents
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- [Requirements](#requirements)
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- [Installation](#installation)
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- [API Spec](#api-spec)
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- [Demo APIs](#try-out-the-apis-with-ollama-server)
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- [Development](#development)
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- [Contributions](#get-involved)
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#### Requirements
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#### Requirements
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[![][ollama-shield]][ollama] Or [![][ollama-docker-shield]][ollama-docker]
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[![][ollama-shield]][ollama] **Or** [![][ollama-docker-shield]][ollama-docker]
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[ollama]: https://ollama.ai/
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[ollama]: https://ollama.ai/
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[ollama-shield]: https://img.shields.io/badge/Ollama-Local_Installation-blue.svg?style=for-the-badge&labelColor=gray
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[ollama-shield]: https://img.shields.io/badge/Ollama-Local_Installation-blue.svg?style=just-the-message&labelColor=gray
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[ollama-docker]: https://hub.docker.com/r/ollama/ollama
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[ollama-docker]: https://hub.docker.com/r/ollama/ollama
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[ollama-docker-shield]: https://img.shields.io/badge/Ollama-Docker-blue.svg?style=for-the-badge&labelColor=gray
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[ollama-docker-shield]: https://img.shields.io/badge/Ollama-Docker-blue.svg?style=just-the-message&labelColor=gray
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#### Installation
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#### Installation
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||||||
|
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@@ -64,17 +69,19 @@ In your Maven project, add this dependency:
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</dependency>
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</dependency>
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```
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```
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Latest release: 
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Latest release:
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[![][lib-shield]][lib]
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[![][lib-shield]][lib]
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[lib]: https://central.sonatype.com/artifact/io.github.amithkoujalgi/ollama4j
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[lib]: https://central.sonatype.com/artifact/io.github.amithkoujalgi/ollama4j
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[lib-shield]: https://img.shields.io/badge/ollama4j-get_latest_version-blue.svg?style=for-the-badge&labelColor=gray
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[lib-shield]: https://img.shields.io/badge/ollama4j-get_latest_version-blue.svg?style=just-the-message&labelColor=gray
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#### API Spec
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#### API Spec
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Find the full `Javadoc` (API specifications) [here](https://amithkoujalgi.github.io/ollama4j/).
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Find the full API specifications on the [website](https://amithkoujalgi.github.io/ollama4j/).
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#### Development
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#### Development
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@@ -115,6 +122,7 @@ Actions CI workflow.
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- [x] Use lombok
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- [x] Use lombok
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- [x] Update request body creation with Java objects
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- [x] Update request body creation with Java objects
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- [ ] Async APIs for images
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- [ ] Async APIs for images
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- [ ] Add custom headers to requests
|
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- [ ] Add additional params for `ask` APIs such as:
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- [ ] Add additional params for `ask` APIs such as:
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- `options`: additional model parameters for the Modelfile such as `temperature`
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- `options`: additional model parameters for the Modelfile such as `temperature`
|
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- `system`: system prompt to (overrides what is defined in the Modelfile)
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- `system`: system prompt to (overrides what is defined in the Modelfile)
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@@ -136,3 +144,7 @@ of contribution is much appreciated.
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The nomenclature and the icon have been adopted from the incredible [Ollama](https://ollama.ai/)
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The nomenclature and the icon have been adopted from the incredible [Ollama](https://ollama.ai/)
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project.
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project.
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||||||
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### References
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|
||||||
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- [Ollama REST APIs](https://github.com/jmorganca/ollama/blob/main/docs/api.md)
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24
docs/docs/apis-extras/basic-auth.md
Normal file
24
docs/docs/apis-extras/basic-auth.md
Normal file
@@ -0,0 +1,24 @@
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|
---
|
||||||
|
sidebar_position: 2
|
||||||
|
---
|
||||||
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|
||||||
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# Set Basic Authentication
|
||||||
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||||||
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This API lets you set the basic authentication for the Ollama client. This would help in scenarios where
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Ollama server would be setup behind a gateway/reverse proxy with basic auth.
|
||||||
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After configuring basic authentication, all subsequent requests will include the Basic Auth header.
|
||||||
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||||||
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```java
|
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public class Main {
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||||||
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public static void main(String[] args) {
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String host = "http://localhost:11434/";
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|
||||||
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OllamaAPI ollamaAPI = new OllamaAPI(host);
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ollamaAPI.setBasicAuth("username", "password");
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||||||
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}
|
||||||
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}
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```
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4
pom.xml
4
pom.xml
@@ -4,7 +4,7 @@
|
|||||||
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|
||||||
<groupId>io.github.amithkoujalgi</groupId>
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<groupId>io.github.amithkoujalgi</groupId>
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<artifactId>ollama4j</artifactId>
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<artifactId>ollama4j</artifactId>
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<version>1.0.30</version>
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<version>1.0.33</version>
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<name>Ollama4j</name>
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<name>Ollama4j</name>
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<description>Java library for interacting with Ollama API.</description>
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<description>Java library for interacting with Ollama API.</description>
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||||||
@@ -39,7 +39,7 @@
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|||||||
<connection>scm:git:git@github.com:amithkoujalgi/ollama4j.git</connection>
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<connection>scm:git:git@github.com:amithkoujalgi/ollama4j.git</connection>
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||||||
<developerConnection>scm:git:https://github.com/amithkoujalgi/ollama4j.git</developerConnection>
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<developerConnection>scm:git:https://github.com/amithkoujalgi/ollama4j.git</developerConnection>
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||||||
<url>https://github.com/amithkoujalgi/ollama4j</url>
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<url>https://github.com/amithkoujalgi/ollama4j</url>
|
||||||
<tag>v1.0.30</tag>
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<tag>v1.0.33</tag>
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||||||
</scm>
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</scm>
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||||||
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<build>
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<build>
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@@ -37,8 +37,7 @@ public class OllamaAPI {
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private final String host;
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private final String host;
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||||||
private long requestTimeoutSeconds = 3;
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private long requestTimeoutSeconds = 3;
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private boolean verbose = true;
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private boolean verbose = true;
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private String username;
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private BasicAuth basicAuth;
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private String password;
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||||||
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||||||
/**
|
/**
|
||||||
* Instantiates the Ollama API.
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* Instantiates the Ollama API.
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||||||
@@ -53,6 +52,11 @@ public class OllamaAPI {
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|||||||
}
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}
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||||||
}
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}
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||||||
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||||||
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/**
|
||||||
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* Set request timeout in seconds. Default is 3 seconds.
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||||||
|
*
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||||||
|
* @param requestTimeoutSeconds the request timeout in seconds
|
||||||
|
*/
|
||||||
public void setRequestTimeoutSeconds(long requestTimeoutSeconds) {
|
public void setRequestTimeoutSeconds(long requestTimeoutSeconds) {
|
||||||
this.requestTimeoutSeconds = requestTimeoutSeconds;
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this.requestTimeoutSeconds = requestTimeoutSeconds;
|
||||||
}
|
}
|
||||||
@@ -67,11 +71,13 @@ public class OllamaAPI {
|
|||||||
}
|
}
|
||||||
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|
||||||
/**
|
/**
|
||||||
|
* Set basic authentication for accessing Ollama server that's behind a reverse-proxy/gateway.
|
||||||
*
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*
|
||||||
|
* @param username the username
|
||||||
|
* @param password the password
|
||||||
*/
|
*/
|
||||||
public void setBasicAuth(String username, String password) {
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public void setBasicAuth(String username, String password) {
|
||||||
this.username = username;
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this.basicAuth = new BasicAuth(username, password);
|
||||||
this.password = password;
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|
||||||
}
|
}
|
||||||
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|
||||||
/**
|
/**
|
||||||
@@ -85,11 +91,9 @@ public class OllamaAPI {
|
|||||||
HttpRequest httpRequest = null;
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HttpRequest httpRequest = null;
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||||||
try {
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try {
|
||||||
httpRequest =
|
httpRequest =
|
||||||
HttpRequest.newBuilder()
|
getRequestBuilderDefault(new URI(url))
|
||||||
.uri(new URI(url))
|
|
||||||
.header("Accept", "application/json")
|
.header("Accept", "application/json")
|
||||||
.header("Content-type", "application/json")
|
.header("Content-type", "application/json")
|
||||||
.timeout(Duration.ofSeconds(requestTimeoutSeconds))
|
|
||||||
.GET()
|
.GET()
|
||||||
.build();
|
.build();
|
||||||
} catch (URISyntaxException e) {
|
} catch (URISyntaxException e) {
|
||||||
@@ -117,11 +121,9 @@ public class OllamaAPI {
|
|||||||
String url = this.host + "/api/tags";
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String url = this.host + "/api/tags";
|
||||||
HttpClient httpClient = HttpClient.newHttpClient();
|
HttpClient httpClient = HttpClient.newHttpClient();
|
||||||
HttpRequest httpRequest =
|
HttpRequest httpRequest =
|
||||||
HttpRequest.newBuilder()
|
getRequestBuilderDefault(new URI(url))
|
||||||
.uri(new URI(url))
|
|
||||||
.header("Accept", "application/json")
|
.header("Accept", "application/json")
|
||||||
.header("Content-type", "application/json")
|
.header("Content-type", "application/json")
|
||||||
.timeout(Duration.ofSeconds(requestTimeoutSeconds))
|
|
||||||
.GET()
|
.GET()
|
||||||
.build();
|
.build();
|
||||||
HttpResponse<String> response =
|
HttpResponse<String> response =
|
||||||
@@ -148,12 +150,10 @@ public class OllamaAPI {
|
|||||||
String url = this.host + "/api/pull";
|
String url = this.host + "/api/pull";
|
||||||
String jsonData = new ModelRequest(modelName).toString();
|
String jsonData = new ModelRequest(modelName).toString();
|
||||||
HttpRequest request =
|
HttpRequest request =
|
||||||
HttpRequest.newBuilder()
|
getRequestBuilderDefault(new URI(url))
|
||||||
.uri(new URI(url))
|
|
||||||
.POST(HttpRequest.BodyPublishers.ofString(jsonData))
|
.POST(HttpRequest.BodyPublishers.ofString(jsonData))
|
||||||
.header("Accept", "application/json")
|
.header("Accept", "application/json")
|
||||||
.header("Content-type", "application/json")
|
.header("Content-type", "application/json")
|
||||||
.timeout(Duration.ofSeconds(requestTimeoutSeconds))
|
|
||||||
.build();
|
.build();
|
||||||
HttpClient client = HttpClient.newHttpClient();
|
HttpClient client = HttpClient.newHttpClient();
|
||||||
HttpResponse<InputStream> response =
|
HttpResponse<InputStream> response =
|
||||||
@@ -184,15 +184,13 @@ public class OllamaAPI {
|
|||||||
* @return the model details
|
* @return the model details
|
||||||
*/
|
*/
|
||||||
public ModelDetail getModelDetails(String modelName)
|
public ModelDetail getModelDetails(String modelName)
|
||||||
throws IOException, OllamaBaseException, InterruptedException {
|
throws IOException, OllamaBaseException, InterruptedException, URISyntaxException {
|
||||||
String url = this.host + "/api/show";
|
String url = this.host + "/api/show";
|
||||||
String jsonData = new ModelRequest(modelName).toString();
|
String jsonData = new ModelRequest(modelName).toString();
|
||||||
HttpRequest request =
|
HttpRequest request =
|
||||||
HttpRequest.newBuilder()
|
getRequestBuilderDefault(new URI(url))
|
||||||
.uri(URI.create(url))
|
|
||||||
.header("Accept", "application/json")
|
.header("Accept", "application/json")
|
||||||
.header("Content-type", "application/json")
|
.header("Content-type", "application/json")
|
||||||
.timeout(Duration.ofSeconds(requestTimeoutSeconds))
|
|
||||||
.POST(HttpRequest.BodyPublishers.ofString(jsonData))
|
.POST(HttpRequest.BodyPublishers.ofString(jsonData))
|
||||||
.build();
|
.build();
|
||||||
HttpClient client = HttpClient.newHttpClient();
|
HttpClient client = HttpClient.newHttpClient();
|
||||||
@@ -214,15 +212,13 @@ public class OllamaAPI {
|
|||||||
* @param modelFilePath the path to model file that exists on the Ollama server.
|
* @param modelFilePath the path to model file that exists on the Ollama server.
|
||||||
*/
|
*/
|
||||||
public void createModelWithFilePath(String modelName, String modelFilePath)
|
public void createModelWithFilePath(String modelName, String modelFilePath)
|
||||||
throws IOException, InterruptedException, OllamaBaseException {
|
throws IOException, InterruptedException, OllamaBaseException, URISyntaxException {
|
||||||
String url = this.host + "/api/create";
|
String url = this.host + "/api/create";
|
||||||
String jsonData = new CustomModelFilePathRequest(modelName, modelFilePath).toString();
|
String jsonData = new CustomModelFilePathRequest(modelName, modelFilePath).toString();
|
||||||
HttpRequest request =
|
HttpRequest request =
|
||||||
HttpRequest.newBuilder()
|
getRequestBuilderDefault(new URI(url))
|
||||||
.uri(URI.create(url))
|
|
||||||
.header("Accept", "application/json")
|
.header("Accept", "application/json")
|
||||||
.header("Content-Type", "application/json")
|
.header("Content-Type", "application/json")
|
||||||
.timeout(Duration.ofSeconds(requestTimeoutSeconds))
|
|
||||||
.POST(HttpRequest.BodyPublishers.ofString(jsonData, StandardCharsets.UTF_8))
|
.POST(HttpRequest.BodyPublishers.ofString(jsonData, StandardCharsets.UTF_8))
|
||||||
.build();
|
.build();
|
||||||
HttpClient client = HttpClient.newHttpClient();
|
HttpClient client = HttpClient.newHttpClient();
|
||||||
@@ -250,15 +246,13 @@ public class OllamaAPI {
|
|||||||
* @param modelFileContents the path to model file that exists on the Ollama server.
|
* @param modelFileContents the path to model file that exists on the Ollama server.
|
||||||
*/
|
*/
|
||||||
public void createModelWithModelFileContents(String modelName, String modelFileContents)
|
public void createModelWithModelFileContents(String modelName, String modelFileContents)
|
||||||
throws IOException, InterruptedException, OllamaBaseException {
|
throws IOException, InterruptedException, OllamaBaseException, URISyntaxException {
|
||||||
String url = this.host + "/api/create";
|
String url = this.host + "/api/create";
|
||||||
String jsonData = new CustomModelFileContentsRequest(modelName, modelFileContents).toString();
|
String jsonData = new CustomModelFileContentsRequest(modelName, modelFileContents).toString();
|
||||||
HttpRequest request =
|
HttpRequest request =
|
||||||
HttpRequest.newBuilder()
|
getRequestBuilderDefault(new URI(url))
|
||||||
.uri(URI.create(url))
|
|
||||||
.header("Accept", "application/json")
|
.header("Accept", "application/json")
|
||||||
.header("Content-Type", "application/json")
|
.header("Content-Type", "application/json")
|
||||||
.timeout(Duration.ofSeconds(requestTimeoutSeconds))
|
|
||||||
.POST(HttpRequest.BodyPublishers.ofString(jsonData, StandardCharsets.UTF_8))
|
.POST(HttpRequest.BodyPublishers.ofString(jsonData, StandardCharsets.UTF_8))
|
||||||
.build();
|
.build();
|
||||||
HttpClient client = HttpClient.newHttpClient();
|
HttpClient client = HttpClient.newHttpClient();
|
||||||
@@ -280,20 +274,17 @@ public class OllamaAPI {
|
|||||||
* Delete a model from Ollama server.
|
* Delete a model from Ollama server.
|
||||||
*
|
*
|
||||||
* @param modelName the name of the model to be deleted.
|
* @param modelName the name of the model to be deleted.
|
||||||
* @param ignoreIfNotPresent - ignore errors if the specified model is not present on Ollama
|
* @param ignoreIfNotPresent ignore errors if the specified model is not present on Ollama server.
|
||||||
* server.
|
|
||||||
*/
|
*/
|
||||||
public void deleteModel(String modelName, boolean ignoreIfNotPresent)
|
public void deleteModel(String modelName, boolean ignoreIfNotPresent)
|
||||||
throws IOException, InterruptedException, OllamaBaseException {
|
throws IOException, InterruptedException, OllamaBaseException, URISyntaxException {
|
||||||
String url = this.host + "/api/delete";
|
String url = this.host + "/api/delete";
|
||||||
String jsonData = new ModelRequest(modelName).toString();
|
String jsonData = new ModelRequest(modelName).toString();
|
||||||
HttpRequest request =
|
HttpRequest request =
|
||||||
HttpRequest.newBuilder()
|
getRequestBuilderDefault(new URI(url))
|
||||||
.uri(URI.create(url))
|
|
||||||
.method("DELETE", HttpRequest.BodyPublishers.ofString(jsonData, StandardCharsets.UTF_8))
|
.method("DELETE", HttpRequest.BodyPublishers.ofString(jsonData, StandardCharsets.UTF_8))
|
||||||
.header("Accept", "application/json")
|
.header("Accept", "application/json")
|
||||||
.header("Content-type", "application/json")
|
.header("Content-type", "application/json")
|
||||||
.timeout(Duration.ofSeconds(requestTimeoutSeconds))
|
|
||||||
.build();
|
.build();
|
||||||
HttpClient client = HttpClient.newHttpClient();
|
HttpClient client = HttpClient.newHttpClient();
|
||||||
HttpResponse<String> response = client.send(request, HttpResponse.BodyHandlers.ofString());
|
HttpResponse<String> response = client.send(request, HttpResponse.BodyHandlers.ofString());
|
||||||
@@ -319,7 +310,8 @@ public class OllamaAPI {
|
|||||||
URI uri = URI.create(this.host + "/api/embeddings");
|
URI uri = URI.create(this.host + "/api/embeddings");
|
||||||
String jsonData = new ModelEmbeddingsRequest(model, prompt).toString();
|
String jsonData = new ModelEmbeddingsRequest(model, prompt).toString();
|
||||||
HttpClient httpClient = HttpClient.newHttpClient();
|
HttpClient httpClient = HttpClient.newHttpClient();
|
||||||
HttpRequest.Builder requestBuilder = getRequestBuilderDefault(uri)
|
HttpRequest.Builder requestBuilder =
|
||||||
|
getRequestBuilderDefault(uri)
|
||||||
.header("Accept", "application/json")
|
.header("Accept", "application/json")
|
||||||
.POST(HttpRequest.BodyPublishers.ofString(jsonData));
|
.POST(HttpRequest.BodyPublishers.ofString(jsonData));
|
||||||
HttpRequest request = requestBuilder.build();
|
HttpRequest request = requestBuilder.build();
|
||||||
@@ -339,12 +331,12 @@ public class OllamaAPI {
|
|||||||
* Ask a question to a model running on Ollama server. This is a sync/blocking call.
|
* Ask a question to a model running on Ollama server. This is a sync/blocking call.
|
||||||
*
|
*
|
||||||
* @param model the ollama model to ask the question to
|
* @param model the ollama model to ask the question to
|
||||||
* @param promptText the prompt/question text
|
* @param prompt the prompt/question text
|
||||||
* @return OllamaResult - that includes response text and time taken for response
|
* @return OllamaResult that includes response text and time taken for response
|
||||||
*/
|
*/
|
||||||
public OllamaResult ask(String model, String promptText)
|
public OllamaResult ask(String model, String prompt)
|
||||||
throws OllamaBaseException, IOException, InterruptedException {
|
throws OllamaBaseException, IOException, InterruptedException {
|
||||||
OllamaRequestModel ollamaRequestModel = new OllamaRequestModel(model, promptText);
|
OllamaRequestModel ollamaRequestModel = new OllamaRequestModel(model, prompt);
|
||||||
return askSync(ollamaRequestModel);
|
return askSync(ollamaRequestModel);
|
||||||
}
|
}
|
||||||
|
|
||||||
@@ -354,15 +346,16 @@ public class OllamaAPI {
|
|||||||
* async/non-blocking call.
|
* async/non-blocking call.
|
||||||
*
|
*
|
||||||
* @param model the ollama model to ask the question to
|
* @param model the ollama model to ask the question to
|
||||||
* @param promptText the prompt/question text
|
* @param prompt the prompt/question text
|
||||||
* @return the ollama async result callback handle
|
* @return the ollama async result callback handle
|
||||||
*/
|
*/
|
||||||
public OllamaAsyncResultCallback askAsync(String model, String promptText) {
|
public OllamaAsyncResultCallback askAsync(String model, String prompt) {
|
||||||
OllamaRequestModel ollamaRequestModel = new OllamaRequestModel(model, promptText);
|
OllamaRequestModel ollamaRequestModel = new OllamaRequestModel(model, prompt);
|
||||||
HttpClient httpClient = HttpClient.newHttpClient();
|
|
||||||
URI uri = URI.create(this.host + "/api/generate");
|
URI uri = URI.create(this.host + "/api/generate");
|
||||||
OllamaAsyncResultCallback ollamaAsyncResultCallback =
|
OllamaAsyncResultCallback ollamaAsyncResultCallback =
|
||||||
new OllamaAsyncResultCallback(httpClient, uri, ollamaRequestModel, requestTimeoutSeconds);
|
new OllamaAsyncResultCallback(
|
||||||
|
getRequestBuilderDefault(uri), ollamaRequestModel, requestTimeoutSeconds);
|
||||||
ollamaAsyncResultCallback.start();
|
ollamaAsyncResultCallback.start();
|
||||||
return ollamaAsyncResultCallback;
|
return ollamaAsyncResultCallback;
|
||||||
}
|
}
|
||||||
@@ -372,17 +365,17 @@ public class OllamaAPI {
|
|||||||
* sync/blocking call.
|
* sync/blocking call.
|
||||||
*
|
*
|
||||||
* @param model the ollama model to ask the question to
|
* @param model the ollama model to ask the question to
|
||||||
* @param promptText the prompt/question text
|
* @param prompt the prompt/question text
|
||||||
* @param imageFiles the list of image files to use for the question
|
* @param imageFiles the list of image files to use for the question
|
||||||
* @return OllamaResult - that includes response text and time taken for response
|
* @return OllamaResult that includes response text and time taken for response
|
||||||
*/
|
*/
|
||||||
public OllamaResult askWithImageFiles(String model, String promptText, List<File> imageFiles)
|
public OllamaResult askWithImageFiles(String model, String prompt, List<File> imageFiles)
|
||||||
throws OllamaBaseException, IOException, InterruptedException {
|
throws OllamaBaseException, IOException, InterruptedException {
|
||||||
List<String> images = new ArrayList<>();
|
List<String> images = new ArrayList<>();
|
||||||
for (File imageFile : imageFiles) {
|
for (File imageFile : imageFiles) {
|
||||||
images.add(encodeFileToBase64(imageFile));
|
images.add(encodeFileToBase64(imageFile));
|
||||||
}
|
}
|
||||||
OllamaRequestModel ollamaRequestModel = new OllamaRequestModel(model, promptText, images);
|
OllamaRequestModel ollamaRequestModel = new OllamaRequestModel(model, prompt, images);
|
||||||
return askSync(ollamaRequestModel);
|
return askSync(ollamaRequestModel);
|
||||||
}
|
}
|
||||||
|
|
||||||
@@ -391,17 +384,17 @@ public class OllamaAPI {
|
|||||||
* sync/blocking call.
|
* sync/blocking call.
|
||||||
*
|
*
|
||||||
* @param model the ollama model to ask the question to
|
* @param model the ollama model to ask the question to
|
||||||
* @param promptText the prompt/question text
|
* @param prompt the prompt/question text
|
||||||
* @param imageURLs the list of image URLs to use for the question
|
* @param imageURLs the list of image URLs to use for the question
|
||||||
* @return OllamaResult - that includes response text and time taken for response
|
* @return OllamaResult that includes response text and time taken for response
|
||||||
*/
|
*/
|
||||||
public OllamaResult askWithImageURLs(String model, String promptText, List<String> imageURLs)
|
public OllamaResult askWithImageURLs(String model, String prompt, List<String> imageURLs)
|
||||||
throws OllamaBaseException, IOException, InterruptedException, URISyntaxException {
|
throws OllamaBaseException, IOException, InterruptedException, URISyntaxException {
|
||||||
List<String> images = new ArrayList<>();
|
List<String> images = new ArrayList<>();
|
||||||
for (String imageURL : imageURLs) {
|
for (String imageURL : imageURLs) {
|
||||||
images.add(encodeByteArrayToBase64(loadImageBytesFromUrl(imageURL)));
|
images.add(encodeByteArrayToBase64(loadImageBytesFromUrl(imageURL)));
|
||||||
}
|
}
|
||||||
OllamaRequestModel ollamaRequestModel = new OllamaRequestModel(model, promptText, images);
|
OllamaRequestModel ollamaRequestModel = new OllamaRequestModel(model, prompt, images);
|
||||||
return askSync(ollamaRequestModel);
|
return askSync(ollamaRequestModel);
|
||||||
}
|
}
|
||||||
|
|
||||||
@@ -432,7 +425,8 @@ public class OllamaAPI {
|
|||||||
long startTime = System.currentTimeMillis();
|
long startTime = System.currentTimeMillis();
|
||||||
HttpClient httpClient = HttpClient.newHttpClient();
|
HttpClient httpClient = HttpClient.newHttpClient();
|
||||||
URI uri = URI.create(this.host + "/api/generate");
|
URI uri = URI.create(this.host + "/api/generate");
|
||||||
HttpRequest.Builder requestBuilder = getRequestBuilderDefault(uri)
|
HttpRequest.Builder requestBuilder =
|
||||||
|
getRequestBuilderDefault(uri)
|
||||||
.POST(
|
.POST(
|
||||||
HttpRequest.BodyPublishers.ofString(
|
HttpRequest.BodyPublishers.ofString(
|
||||||
Utils.getObjectMapper().writeValueAsString(ollamaRequestModel)));
|
Utils.getObjectMapper().writeValueAsString(ollamaRequestModel)));
|
||||||
@@ -455,9 +449,10 @@ public class OllamaAPI {
|
|||||||
} else if (statusCode == 401) {
|
} else if (statusCode == 401) {
|
||||||
logger.warn("Status code: 401 (Unauthorized)");
|
logger.warn("Status code: 401 (Unauthorized)");
|
||||||
OllamaErrorResponseModel ollamaResponseModel =
|
OllamaErrorResponseModel ollamaResponseModel =
|
||||||
Utils.getObjectMapper().readValue("{\"error\":\"Unauthorized\"}", OllamaErrorResponseModel.class);
|
Utils.getObjectMapper()
|
||||||
|
.readValue("{\"error\":\"Unauthorized\"}", OllamaErrorResponseModel.class);
|
||||||
responseBuffer.append(ollamaResponseModel.getError());
|
responseBuffer.append(ollamaResponseModel.getError());
|
||||||
}else {
|
} else {
|
||||||
OllamaResponseModel ollamaResponseModel =
|
OllamaResponseModel ollamaResponseModel =
|
||||||
Utils.getObjectMapper().readValue(line, OllamaResponseModel.class);
|
Utils.getObjectMapper().readValue(line, OllamaResponseModel.class);
|
||||||
if (!ollamaResponseModel.isDone()) {
|
if (!ollamaResponseModel.isDone()) {
|
||||||
@@ -467,7 +462,7 @@ public class OllamaAPI {
|
|||||||
}
|
}
|
||||||
}
|
}
|
||||||
if (statusCode != 200) {
|
if (statusCode != 200) {
|
||||||
logger.error("Status code " + statusCode + " instead 200");
|
logger.error("Status code " + statusCode);
|
||||||
throw new OllamaBaseException(responseBuffer.toString());
|
throw new OllamaBaseException(responseBuffer.toString());
|
||||||
} else {
|
} else {
|
||||||
long endTime = System.currentTimeMillis();
|
long endTime = System.currentTimeMillis();
|
||||||
@@ -476,35 +471,38 @@ public class OllamaAPI {
|
|||||||
}
|
}
|
||||||
|
|
||||||
/**
|
/**
|
||||||
|
* Get default request builder.
|
||||||
*
|
*
|
||||||
|
* @param uri URI to get a HttpRequest.Builder
|
||||||
|
* @return HttpRequest.Builder
|
||||||
*/
|
*/
|
||||||
private HttpRequest.Builder getRequestBuilderDefault(URI uri) {
|
private HttpRequest.Builder getRequestBuilderDefault(URI uri) {
|
||||||
HttpRequest.Builder requestBuilder =
|
HttpRequest.Builder requestBuilder =
|
||||||
HttpRequest.newBuilder(uri)
|
HttpRequest.newBuilder(uri)
|
||||||
.header("Content-Type", "application/json")
|
.header("Content-Type", "application/json")
|
||||||
.timeout(Duration.ofSeconds(requestTimeoutSeconds));
|
.timeout(Duration.ofSeconds(requestTimeoutSeconds));
|
||||||
if (basicAuthCredentialsSet()) {
|
if (isBasicAuthCredentialsSet()) {
|
||||||
requestBuilder.header("Authorization", getBasicAuthHeaderValue());
|
requestBuilder.header("Authorization", getBasicAuthHeaderValue());
|
||||||
}
|
}
|
||||||
return requestBuilder;
|
return requestBuilder;
|
||||||
}
|
}
|
||||||
|
|
||||||
/**
|
/**
|
||||||
|
* Get basic authentication header value.
|
||||||
|
*
|
||||||
* @return basic authentication header value (encoded credentials)
|
* @return basic authentication header value (encoded credentials)
|
||||||
*/
|
*/
|
||||||
private String getBasicAuthHeaderValue() {
|
private String getBasicAuthHeaderValue() {
|
||||||
String credentialsToEncode = username + ":" + password;
|
String credentialsToEncode = basicAuth.getUsername() + ":" + basicAuth.getPassword();
|
||||||
return "Basic " + Base64.getEncoder().encodeToString(credentialsToEncode.getBytes());
|
return "Basic " + Base64.getEncoder().encodeToString(credentialsToEncode.getBytes());
|
||||||
}
|
}
|
||||||
|
|
||||||
/**
|
/**
|
||||||
|
* Check if Basic Auth credentials set.
|
||||||
|
*
|
||||||
* @return true when Basic Auth credentials set
|
* @return true when Basic Auth credentials set
|
||||||
*/
|
*/
|
||||||
private boolean basicAuthCredentialsSet() {
|
private boolean isBasicAuthCredentialsSet() {
|
||||||
if (username != null && password != null) {
|
return basicAuth != null;
|
||||||
return true;
|
|
||||||
} else {
|
|
||||||
return false;
|
|
||||||
}
|
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|||||||
@@ -0,0 +1,13 @@
|
|||||||
|
package io.github.amithkoujalgi.ollama4j.core.models;
|
||||||
|
|
||||||
|
import lombok.AllArgsConstructor;
|
||||||
|
import lombok.Data;
|
||||||
|
import lombok.NoArgsConstructor;
|
||||||
|
|
||||||
|
@Data
|
||||||
|
@NoArgsConstructor
|
||||||
|
@AllArgsConstructor
|
||||||
|
public class BasicAuth {
|
||||||
|
private String username;
|
||||||
|
private String password;
|
||||||
|
}
|
||||||
@@ -6,7 +6,6 @@ import java.io.BufferedReader;
|
|||||||
import java.io.IOException;
|
import java.io.IOException;
|
||||||
import java.io.InputStream;
|
import java.io.InputStream;
|
||||||
import java.io.InputStreamReader;
|
import java.io.InputStreamReader;
|
||||||
import java.net.URI;
|
|
||||||
import java.net.http.HttpClient;
|
import java.net.http.HttpClient;
|
||||||
import java.net.http.HttpRequest;
|
import java.net.http.HttpRequest;
|
||||||
import java.net.http.HttpResponse;
|
import java.net.http.HttpResponse;
|
||||||
@@ -14,30 +13,44 @@ import java.nio.charset.StandardCharsets;
|
|||||||
import java.time.Duration;
|
import java.time.Duration;
|
||||||
import java.util.LinkedList;
|
import java.util.LinkedList;
|
||||||
import java.util.Queue;
|
import java.util.Queue;
|
||||||
|
import lombok.Data;
|
||||||
|
import lombok.EqualsAndHashCode;
|
||||||
|
import lombok.Getter;
|
||||||
|
|
||||||
|
@Data
|
||||||
|
@EqualsAndHashCode(callSuper = true)
|
||||||
@SuppressWarnings("unused")
|
@SuppressWarnings("unused")
|
||||||
public class OllamaAsyncResultCallback extends Thread {
|
public class OllamaAsyncResultCallback extends Thread {
|
||||||
private final HttpClient client;
|
private final HttpRequest.Builder requestBuilder;
|
||||||
private final URI uri;
|
|
||||||
private final OllamaRequestModel ollamaRequestModel;
|
private final OllamaRequestModel ollamaRequestModel;
|
||||||
private final Queue<String> queue = new LinkedList<>();
|
private final Queue<String> queue = new LinkedList<>();
|
||||||
private String result;
|
private String result;
|
||||||
private boolean isDone;
|
private boolean isDone;
|
||||||
private boolean succeeded;
|
|
||||||
|
/**
|
||||||
|
* -- GETTER -- Returns the status of the request. Indicates if the request was successful or a
|
||||||
|
* failure. If the request was a failure, the `getResponse()` method will return the error
|
||||||
|
* message.
|
||||||
|
*/
|
||||||
|
@Getter private boolean succeeded;
|
||||||
|
|
||||||
private long requestTimeoutSeconds;
|
private long requestTimeoutSeconds;
|
||||||
|
|
||||||
private int httpStatusCode;
|
/**
|
||||||
private long responseTime = 0;
|
* -- GETTER -- Returns the HTTP response status code for the request that was made to Ollama
|
||||||
|
* server.
|
||||||
|
*/
|
||||||
|
@Getter private int httpStatusCode;
|
||||||
|
|
||||||
|
/** -- GETTER -- Returns the response time in milliseconds. */
|
||||||
|
@Getter private long responseTime = 0;
|
||||||
|
|
||||||
public OllamaAsyncResultCallback(
|
public OllamaAsyncResultCallback(
|
||||||
HttpClient client,
|
HttpRequest.Builder requestBuilder,
|
||||||
URI uri,
|
|
||||||
OllamaRequestModel ollamaRequestModel,
|
OllamaRequestModel ollamaRequestModel,
|
||||||
long requestTimeoutSeconds) {
|
long requestTimeoutSeconds) {
|
||||||
this.client = client;
|
this.requestBuilder = requestBuilder;
|
||||||
this.ollamaRequestModel = ollamaRequestModel;
|
this.ollamaRequestModel = ollamaRequestModel;
|
||||||
this.uri = uri;
|
|
||||||
this.isDone = false;
|
this.isDone = false;
|
||||||
this.result = "";
|
this.result = "";
|
||||||
this.queue.add("");
|
this.queue.add("");
|
||||||
@@ -46,10 +59,11 @@ public class OllamaAsyncResultCallback extends Thread {
|
|||||||
|
|
||||||
@Override
|
@Override
|
||||||
public void run() {
|
public void run() {
|
||||||
|
HttpClient httpClient = HttpClient.newHttpClient();
|
||||||
try {
|
try {
|
||||||
long startTime = System.currentTimeMillis();
|
long startTime = System.currentTimeMillis();
|
||||||
HttpRequest request =
|
HttpRequest request =
|
||||||
HttpRequest.newBuilder(uri)
|
requestBuilder
|
||||||
.POST(
|
.POST(
|
||||||
HttpRequest.BodyPublishers.ofString(
|
HttpRequest.BodyPublishers.ofString(
|
||||||
Utils.getObjectMapper().writeValueAsString(ollamaRequestModel)))
|
Utils.getObjectMapper().writeValueAsString(ollamaRequestModel)))
|
||||||
@@ -57,7 +71,7 @@ public class OllamaAsyncResultCallback extends Thread {
|
|||||||
.timeout(Duration.ofSeconds(requestTimeoutSeconds))
|
.timeout(Duration.ofSeconds(requestTimeoutSeconds))
|
||||||
.build();
|
.build();
|
||||||
HttpResponse<InputStream> response =
|
HttpResponse<InputStream> response =
|
||||||
client.send(request, HttpResponse.BodyHandlers.ofInputStream());
|
httpClient.send(request, HttpResponse.BodyHandlers.ofInputStream());
|
||||||
int statusCode = response.statusCode();
|
int statusCode = response.statusCode();
|
||||||
this.httpStatusCode = statusCode;
|
this.httpStatusCode = statusCode;
|
||||||
|
|
||||||
@@ -108,25 +122,6 @@ public class OllamaAsyncResultCallback extends Thread {
|
|||||||
return isDone;
|
return isDone;
|
||||||
}
|
}
|
||||||
|
|
||||||
/**
|
|
||||||
* Returns the HTTP response status code for the request that was made to Ollama server.
|
|
||||||
*
|
|
||||||
* @return int - the status code for the request
|
|
||||||
*/
|
|
||||||
public int getHttpStatusCode() {
|
|
||||||
return httpStatusCode;
|
|
||||||
}
|
|
||||||
|
|
||||||
/**
|
|
||||||
* Returns the status of the request. Indicates if the request was successful or a failure. If the
|
|
||||||
* request was a failure, the `getResponse()` method will return the error message.
|
|
||||||
*
|
|
||||||
* @return boolean - status
|
|
||||||
*/
|
|
||||||
public boolean isSucceeded() {
|
|
||||||
return succeeded;
|
|
||||||
}
|
|
||||||
|
|
||||||
/**
|
/**
|
||||||
* Returns the final response when the execution completes. Does not return intermediate results.
|
* Returns the final response when the execution completes. Does not return intermediate results.
|
||||||
*
|
*
|
||||||
@@ -140,15 +135,6 @@ public class OllamaAsyncResultCallback extends Thread {
|
|||||||
return queue;
|
return queue;
|
||||||
}
|
}
|
||||||
|
|
||||||
/**
|
|
||||||
* Returns the response time in milliseconds.
|
|
||||||
*
|
|
||||||
* @return long - response time in milliseconds.
|
|
||||||
*/
|
|
||||||
public long getResponseTime() {
|
|
||||||
return responseTime;
|
|
||||||
}
|
|
||||||
|
|
||||||
public void setRequestTimeoutSeconds(long requestTimeoutSeconds) {
|
public void setRequestTimeoutSeconds(long requestTimeoutSeconds) {
|
||||||
this.requestTimeoutSeconds = requestTimeoutSeconds;
|
this.requestTimeoutSeconds = requestTimeoutSeconds;
|
||||||
}
|
}
|
||||||
|
|||||||
@@ -3,7 +3,7 @@ package io.github.amithkoujalgi.ollama4j.core.utils;
|
|||||||
import com.fasterxml.jackson.databind.ObjectMapper;
|
import com.fasterxml.jackson.databind.ObjectMapper;
|
||||||
|
|
||||||
public class Utils {
|
public class Utils {
|
||||||
public static ObjectMapper getObjectMapper() {
|
public static ObjectMapper getObjectMapper() {
|
||||||
return new ObjectMapper();
|
return new ObjectMapper();
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|||||||
@@ -11,12 +11,13 @@ import io.github.amithkoujalgi.ollama4j.core.types.OllamaModelType;
|
|||||||
import java.io.IOException;
|
import java.io.IOException;
|
||||||
import java.net.URISyntaxException;
|
import java.net.URISyntaxException;
|
||||||
import java.util.ArrayList;
|
import java.util.ArrayList;
|
||||||
|
import java.util.Collections;
|
||||||
import org.junit.jupiter.api.Test;
|
import org.junit.jupiter.api.Test;
|
||||||
import org.mockito.Mockito;
|
import org.mockito.Mockito;
|
||||||
|
|
||||||
class TestMockedAPIs {
|
class TestMockedAPIs {
|
||||||
@Test
|
@Test
|
||||||
void testMockPullModel() {
|
void testPullModel() {
|
||||||
OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
|
OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
|
||||||
String model = OllamaModelType.LLAMA2;
|
String model = OllamaModelType.LLAMA2;
|
||||||
try {
|
try {
|
||||||
@@ -49,7 +50,7 @@ class TestMockedAPIs {
|
|||||||
doNothing().when(ollamaAPI).createModelWithModelFileContents(model, modelFilePath);
|
doNothing().when(ollamaAPI).createModelWithModelFileContents(model, modelFilePath);
|
||||||
ollamaAPI.createModelWithModelFileContents(model, modelFilePath);
|
ollamaAPI.createModelWithModelFileContents(model, modelFilePath);
|
||||||
verify(ollamaAPI, times(1)).createModelWithModelFileContents(model, modelFilePath);
|
verify(ollamaAPI, times(1)).createModelWithModelFileContents(model, modelFilePath);
|
||||||
} catch (IOException | OllamaBaseException | InterruptedException e) {
|
} catch (IOException | OllamaBaseException | InterruptedException | URISyntaxException e) {
|
||||||
throw new RuntimeException(e);
|
throw new RuntimeException(e);
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
@@ -62,7 +63,7 @@ class TestMockedAPIs {
|
|||||||
doNothing().when(ollamaAPI).deleteModel(model, true);
|
doNothing().when(ollamaAPI).deleteModel(model, true);
|
||||||
ollamaAPI.deleteModel(model, true);
|
ollamaAPI.deleteModel(model, true);
|
||||||
verify(ollamaAPI, times(1)).deleteModel(model, true);
|
verify(ollamaAPI, times(1)).deleteModel(model, true);
|
||||||
} catch (IOException | OllamaBaseException | InterruptedException e) {
|
} catch (IOException | OllamaBaseException | InterruptedException | URISyntaxException e) {
|
||||||
throw new RuntimeException(e);
|
throw new RuntimeException(e);
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
@@ -75,7 +76,7 @@ class TestMockedAPIs {
|
|||||||
when(ollamaAPI.getModelDetails(model)).thenReturn(new ModelDetail());
|
when(ollamaAPI.getModelDetails(model)).thenReturn(new ModelDetail());
|
||||||
ollamaAPI.getModelDetails(model);
|
ollamaAPI.getModelDetails(model);
|
||||||
verify(ollamaAPI, times(1)).getModelDetails(model);
|
verify(ollamaAPI, times(1)).getModelDetails(model);
|
||||||
} catch (IOException | OllamaBaseException | InterruptedException e) {
|
} catch (IOException | OllamaBaseException | InterruptedException | URISyntaxException e) {
|
||||||
throw new RuntimeException(e);
|
throw new RuntimeException(e);
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
@@ -108,13 +109,43 @@ class TestMockedAPIs {
|
|||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
|
@Test
|
||||||
|
void testAskWithImageFiles() {
|
||||||
|
OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
|
||||||
|
String model = OllamaModelType.LLAMA2;
|
||||||
|
String prompt = "some prompt text";
|
||||||
|
try {
|
||||||
|
when(ollamaAPI.askWithImageFiles(model, prompt, Collections.emptyList()))
|
||||||
|
.thenReturn(new OllamaResult("", 0, 200));
|
||||||
|
ollamaAPI.askWithImageFiles(model, prompt, Collections.emptyList());
|
||||||
|
verify(ollamaAPI, times(1)).askWithImageFiles(model, prompt, Collections.emptyList());
|
||||||
|
} catch (IOException | OllamaBaseException | InterruptedException e) {
|
||||||
|
throw new RuntimeException(e);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
@Test
|
||||||
|
void testAskWithImageURLs() {
|
||||||
|
OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
|
||||||
|
String model = OllamaModelType.LLAMA2;
|
||||||
|
String prompt = "some prompt text";
|
||||||
|
try {
|
||||||
|
when(ollamaAPI.askWithImageURLs(model, prompt, Collections.emptyList()))
|
||||||
|
.thenReturn(new OllamaResult("", 0, 200));
|
||||||
|
ollamaAPI.askWithImageURLs(model, prompt, Collections.emptyList());
|
||||||
|
verify(ollamaAPI, times(1)).askWithImageURLs(model, prompt, Collections.emptyList());
|
||||||
|
} catch (IOException | OllamaBaseException | InterruptedException | URISyntaxException e) {
|
||||||
|
throw new RuntimeException(e);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
@Test
|
@Test
|
||||||
void testAskAsync() {
|
void testAskAsync() {
|
||||||
OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
|
OllamaAPI ollamaAPI = Mockito.mock(OllamaAPI.class);
|
||||||
String model = OllamaModelType.LLAMA2;
|
String model = OllamaModelType.LLAMA2;
|
||||||
String prompt = "some prompt text";
|
String prompt = "some prompt text";
|
||||||
when(ollamaAPI.askAsync(model, prompt))
|
when(ollamaAPI.askAsync(model, prompt))
|
||||||
.thenReturn(new OllamaAsyncResultCallback(null, null, null, 3));
|
.thenReturn(new OllamaAsyncResultCallback(null, null, 3));
|
||||||
ollamaAPI.askAsync(model, prompt);
|
ollamaAPI.askAsync(model, prompt);
|
||||||
verify(ollamaAPI, times(1)).askAsync(model, prompt);
|
verify(ollamaAPI, times(1)).askAsync(model, prompt);
|
||||||
}
|
}
|
||||||
|
|||||||
Reference in New Issue
Block a user