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# org.etsi.osl.controllers.askagent

# OSL Ask Agent

An AI-powered agent service for the OpenSlice (ETSI OSL) ecosystem. This Spring Boot application integrates Spring AI with Apache Camel and ActiveMQ to provide intelligent message processing capabilities using Large Language Models.

## Features

## Getting started

- AI-powered question answering using Ollama

- Message-driven architecture with ActiveMQ

- Apache Camel integration for flexible routing

- Spring AI MCP (Model Context Protocol) client support

- Configurable AI model and parameters

- Connection pooling for high-throughput scenarios

To make it easy for you to get started with GitLab, here's a list of recommended next steps.

## Prerequisites

Already a pro? Just edit this README.md and make it your own. Want to make it easy? [Use the template at the bottom](#editing-this-readme)!

- Java 17 or higher

- Maven 3.6+

- [Ollama](https://ollama.ai/) running locally with a compatible model

- ActiveMQ broker (e.g., Apache Artemis)

## Add your files

## Quick Start

- [ ] [Create](https://docs.gitlab.com/ee/user/project/repository/web_editor.html#create-a-file) or [upload](https://docs.gitlab.com/ee/user/project/repository/web_editor.html#upload-a-file) files

- [ ] [Add files using the command line](https://docs.gitlab.com/topics/git/add_files/#add-files-to-a-git-repository) or push an existing Git repository with the following command:

### 1. Start Required Services

**Start Ollama:**

```bash

ollama run qwen3:8b

```

cd existing_repo

git remote add origin https://labs.etsi.org/rep/osl/code/addons/org.etsi.osl.controllers.askagent.git

git branch -M main

git push -uf origin main

**Start ActiveMQ/Artemis:**

```bash

# Follow your ActiveMQ/Artemis installation instructions

# Default configuration expects broker at tcp://localhost:61616

```

## Integrate with your tools

### 2. Build and Run

- [ ] [Set up project integrations](https://labs.etsi.org/rep/osl/code/addons/org.etsi.osl.controllers.askagent/-/settings/integrations)

```bash

# Build the project

mvn clean install

## Collaborate with your team

# Run the application

mvn spring-boot:run

```

- [ ] [Invite team members and collaborators](https://docs.gitlab.com/ee/user/project/members/)

- [ ] [Create a new merge request](https://docs.gitlab.com/ee/user/project/merge_requests/creating_merge_requests.html)

- [ ] [Automatically close issues from merge requests](https://docs.gitlab.com/ee/user/project/issues/managing_issues.html#closing-issues-automatically)

- [ ] [Enable merge request approvals](https://docs.gitlab.com/ee/user/project/merge_requests/approvals/)

- [ ] [Set auto-merge](https://docs.gitlab.com/user/project/merge_requests/auto_merge/)

## Configuration

## Test and Deploy

Key configuration properties in `src/main/resources/application.yaml`:

Use the built-in continuous integration in GitLab.

### AI Model Configuration

```yaml

spring:

  ai:

    ollama:

      base-url: http://localhost:11434

      chat:

        options:

          model: qwen3:8b

          temperature: 0.7

```

- [ ] [Get started with GitLab CI/CD](https://docs.gitlab.com/ee/ci/quick_start/)

- [ ] [Analyze your code for known vulnerabilities with Static Application Security Testing (SAST)](https://docs.gitlab.com/ee/user/application_security/sast/)

- [ ] [Deploy to Kubernetes, Amazon EC2, or Amazon ECS using Auto Deploy](https://docs.gitlab.com/ee/topics/autodevops/requirements.html)

- [ ] [Use pull-based deployments for improved Kubernetes management](https://docs.gitlab.com/ee/user/clusters/agent/)

- [ ] [Set up protected environments](https://docs.gitlab.com/ee/ci/environments/protected_environments.html)

### ActiveMQ Configuration

```yaml

spring:

  activemq:

    brokerUrl: tcp://localhost:61616

    user: artemis

    password: artemis

```

***

### Application Name

```yaml

spring:

  application:

    name: osl-ask-agent-demo

```

The application name determines the JMS queue: `agents/{spring.application.name}`

# Editing this README

## Usage

When you're ready to make this README your own, just edit this file and use the handy template below (or feel free to structure it however you want - this is just a starting point!). Thanks to [makeareadme.com](https://www.makeareadme.com/) for this template.

Send questions to the agent via ActiveMQ queue:

## Suggestions for a good README

**Queue Name:** `agents/osl-ask-agent-demo` (or `agents/{your-app-name}`)

Every project is different, so consider which of these sections apply to yours. The sections used in the template are suggestions for most open source projects. Also keep in mind that while a README can be too long and detailed, too long is better than too short. If you think your README is too long, consider utilizing another form of documentation rather than cutting out information.

**Message Format:** Plain text string containing your question

## Name

Choose a self-explaining name for your project.

**Response:** AI-generated answer as string

## Description

Let people know what your project can do specifically. Provide context and add a link to any reference visitors might be unfamiliar with. A list of Features or a Background subsection can also be added here. If there are alternatives to your project, this is a good place to list differentiating factors.

## Architecture

## Badges

On some READMEs, you may see small images that convey metadata, such as whether or not all the tests are passing for the project. You can use Shields to add some to your README. Many services also have instructions for adding a badge.

```

ActiveMQ Queue → Camel Route → ChatController → Spring AI → Ollama

  (agents/*)       (JMS)         (Processing)    (Client)    (LLM)

```

## Visuals

Depending on what you are making, it can be a good idea to include screenshots or even a video (you'll frequently see GIFs rather than actual videos). Tools like ttygif can help, but check out Asciinema for a more sophisticated method.

### Components

## Installation

Within a particular ecosystem, there may be a common way of installing things, such as using Yarn, NuGet, or Homebrew. However, consider the possibility that whoever is reading your README is a novice and would like more guidance. Listing specific steps helps remove ambiguity and gets people to using your project as quickly as possible. If it only runs in a specific context like a particular programming language version or operating system or has dependencies that have to be installed manually, also add a Requirements subsection.

- **ChatController**: Processes questions using Spring AI ChatClient

- **PartnerRouteBuilder**: Defines Camel routes for message consumption

- **ActiveMQComponentConfig**: Configures ActiveMQ integration with Camel

## Usage

Use examples liberally, and show the expected output if you can. It's helpful to have inline the smallest example of usage that you can demonstrate, while providing links to more sophisticated examples if they are too long to reasonably include in the README.

## Development

### Run Tests

```bash

mvn test

```

## Support

Tell people where they can go to for help. It can be any combination of an issue tracker, a chat room, an email address, etc.

### Package as JAR

```bash

mvn package

```

## Roadmap

If you have ideas for releases in the future, it is a good idea to list them in the README.

The executable JAR will be in `target/` directory.

### Changing AI Model

Edit `application.yaml`:

```yaml

spring.ai.ollama.chat.options.model: llama3:8b  # or any Ollama model

```

## Contributing

State if you are open to contributions and what your requirements are for accepting them.

### Adding Custom Tools

For people who want to make changes to your project, it's helpful to have some documentation on how to get started. Perhaps there is a script that they should run or some environment variables that they need to set. Make these steps explicit. These instructions could also be useful to your future self.

Create a `@Component` that implements `ToolCallbackProvider` - it will be automatically discovered and injected into ChatController.

You can also document commands to lint the code or run tests. These steps help to ensure high code quality and reduce the likelihood that the changes inadvertently break something. Having instructions for running tests is especially helpful if it requires external setup, such as starting a Selenium server for testing in a browser.

## Project Information

## Authors and acknowledgment

Show your appreciation to those who have contributed to the project.

- **Organization:** OpenSlice by ETSI

- **Website:** https://osl.etsi.org

- **Version:** 0.0.1-SNAPSHOT

- **License:** See LICENSE file

## License

For open source projects, say how it is licensed.

## Technology Stack

## Project status

If you have run out of energy or time for your project, put a note at the top of the README saying that development has slowed down or stopped completely. Someone may choose to fork your project or volunteer to step in as a maintainer or owner, allowing your project to keep going. You can also make an explicit request for maintainers.

- Spring Boot 3.5.5

- Spring AI 1.1.0

- Apache Camel 4.0.0-RC2

- ActiveMQ with pooled connections

- Ollama for LLM inference

- Java 17

<?xml version="1.0" encoding="UTF-8"?>

<project xmlns="http://maven.apache.org/POM/4.0.0"

		 xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"

	xsi:schemaLocation="http://maven.apache.org/POM/4.0.0

	https://maven.apache.org/xsd/maven-4.0.0.xsd">

	<modelVersion>4.0.0</modelVersion>

	<parent>

		<groupId>org.springframework.boot</groupId>

		<artifactId>spring-boot-starter-parent</artifactId>

		<version>3.5.5</version>

		<relativePath/> <!-- lookup parent from repository -->

	</parent>

	<groupId>org.etsi.osl</groupId>

	<artifactId>org.etsi.osl.controllers.askagent</artifactId>

	<version>0.0.1-SNAPSHOT</version>

	<name>org.etsi.osl.controllers.askagent</name>

	<organization>

		<name>OpenSlice by ETSI</name>

		<url>https://osl.etsi.org</url>

	</organization>

	<properties>

		<java.version>17</java.version>

		<spring-ai.version>1.1.0</spring-ai.version>

		<camel.version>4.0.0-RC2</camel.version>

	</properties>

	<dependencyManagement>

		<dependencies>

			<dependency>

				<groupId>org.springframework.ai</groupId>

				<artifactId>spring-ai-bom</artifactId>

				<version>${spring-ai.version}</version>

				<type>pom</type>

				<scope>import</scope>

			</dependency>

			<!-- Camel BOM -->

			<dependency>

				<groupId>org.apache.camel.springboot</groupId>

				<artifactId>camel-spring-boot-dependencies</artifactId>

				<version>${camel.version}</version>

				<type>pom</type>

				<scope>import</scope>

			</dependency>

		</dependencies>

	</dependencyManagement>

	<dependencies>

		<dependency>

			<groupId>org.springframework.boot</groupId>

			<artifactId>spring-boot-starter-web</artifactId>

		</dependency>

		<dependency>

			<groupId>org.springframework.ai</groupId>

			<artifactId>spring-ai-starter-mcp-client</artifactId>

		</dependency>

		<dependency>

			<groupId>org.springframework.ai</groupId>

			<artifactId>spring-ai-starter-model-ollama</artifactId>

		</dependency>

		<dependency>

			<groupId>org.commonmark</groupId>

			<artifactId>commonmark</artifactId>

			<version>0.24.0</version>

		</dependency>

		<dependency>

			<groupId>org.springframework.boot</groupId>

			<artifactId>spring-boot-starter-test</artifactId>

			<scope>test</scope>

		</dependency>

		<!-- security -->

		<dependency>

	        <groupId>org.springaicommunity</groupId>

	        <artifactId>mcp-client-security</artifactId>

        	<version>0.0.4</version>

	    </dependency>

        <!-- activeMQ -->

		<dependency>

			<groupId>org.springframework.boot</groupId>

			<artifactId>spring-boot-starter-activemq</artifactId>

		</dependency>

		<dependency>

			<groupId>org.apache.activemq</groupId>

			<artifactId>activemq-amqp</artifactId>

			<scope>test</scope>

			<exclusions>

				<exclusion>

					<groupId>org.apache.qpid</groupId>

					<artifactId>proton-j</artifactId>

				</exclusion>

			</exclusions>

		</dependency>

		<dependency>

			<groupId>org.messaginghub</groupId>

			<artifactId>pooled-jms</artifactId>

		</dependency>

		<!-- Camel -->

		<dependency>

			<groupId>org.apache.camel.springboot</groupId>

			<artifactId>camel-spring-boot-starter</artifactId>

		</dependency>

		<dependency>

			<groupId>org.apache.activemq</groupId>

			<artifactId>activemq-pool</artifactId>

		</dependency>

		<dependency>

			<groupId>org.apache.camel</groupId>

			<artifactId>camel-activemq</artifactId>

			<exclusions>

				<exclusion>

					<groupId>org.apache.activemq</groupId>

					<artifactId>activemq-broker</artifactId>

				</exclusion>

			</exclusions>

		</dependency>

		<dependency>

			<groupId>org.apache.camel.springboot</groupId>

			<artifactId>camel-service-starter</artifactId>

		</dependency>

	</dependencies>

	<build>

		<plugins>

			<plugin>

				<groupId>org.springframework.boot</groupId>

				<artifactId>spring-boot-maven-plugin</artifactId>

			</plugin>

		</plugins>

	</build>

</project>