Ballerina AI Library

Overview

This module provides APIs for building AI agents using Large Language Models (LLMs).

AI agents use LLMs to process natural language inputs, generate responses, and make decisions based on given instructions. These agents can be designed for various tasks, such as answering questions, automating workflows, or interacting with external systems.

Issues and projects

Issues and Projects tabs are disabled for this repository as this is part of the Ballerina Library. To report bugs, request new features, start new discussions, view project boards, etc., go to the Ballerina Library parent repository. This repository only contains the source code for the module.

Build from the source

Prerequisites

1. Download and install Java SE Development Kit (JDK) version 21 (from one of the following locations).

   • Oracle

   • OpenJDK

     Note: Set the JAVA_HOME environment variable to the path name of the directory into which you installed JDK.

2. Generate a GitHub access token with read package permissions, then set the following env variables:

   export packageUser=<Your GitHub Username>
   export packagePAT=<GitHub Personal Access Token>

Build options

Execute the commands below to build from the source.

1. To build the package:

   ./gradlew clean build

2. To run the tests:

   ./gradlew clean test

3. To run a group of tests

   ./gradlew clean test -Pgroups=<test_group_names>

4. To build the without the tests:

   ./gradlew clean build -x test

5. To debug the package with a remote debugger:

   ./gradlew clean build -Pdebug=<port>

6. To debug with Ballerina language:

   ./gradlew clean build -PbalJavaDebug=<port>

7. Publish the generated artifacts to the local Ballerina central repository:

   ./gradlew clean build -PpublishToLocalCentral=true

8. Publish the generated artifacts to the Ballerina central repository:

   ./gradlew clean build -PpublishToCentral=true

Contribute to Ballerina

As an open-source project, Ballerina welcomes contributions from the community.

For more information, go to the contribution guidelines.

Code of conduct

All the contributors are encouraged to read the Ballerina Code of Conduct.

Useful links

• For more information go to the ai library.
• Chat live with us via our Discord server.
• Post all technical questions on Stack Overflow with the #ballerina tag.