https://github.com/thesurlydev/spring-ai-collab

An agent framework using Spring AI
https://github.com/thesurlydev/spring-ai-collab

spring spring-ai spring-ai-openai spring-boot

Last synced: about 1 month ago
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An agent framework using Spring AI

• Host: GitHub
• URL: https://github.com/thesurlydev/spring-ai-collab
• Owner: thesurlydev
• License: apache-2.0
• Created: 2024-04-19T17:03:40.000Z (9 months ago)
• Default Branch: main
• Last Pushed: 2024-11-04T16:51:37.000Z (3 months ago)
• Last Synced: 2024-11-04T17:43:00.258Z (3 months ago)
• Topics: spring, spring-ai, spring-ai-openai, spring-boot
• Language: Java
• Homepage:
• Size: 1.16 MB
• Stars: 34
• Watchers: 6
• Forks: 9
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Spring AI Collab

An agent framework using [Spring AI](https://spring.io/projects/spring-ai).

**NOTE**: This is a proof of concept and work is underway to refactor the project into a library which can be used in other Spring projects.

## Features

- Support for multiple agents and tools via simple annotations.

- Leverages [Spring AI](https://spring.io/projects/spring-ai) for abstractions. 

- Automatically selects agent and tools based on the given task.

- Web chat interface to perform tasks and optionally assign an agent.

    - If no agent is specified, the underlying LLM is used to choose an agent based on the task. 

## Roadmap

Note: Some of the roadmap features depend on Chat message history which is not available in Spring AI yet.

- Process multiple tasks at once.

- Compose "teams" of agents that collaboratively work together to accomplish tasks.

- Add JVM code creation and execution. (Java, Kotlin)

## Requirements

This project uses [OpenAI](https://openai.com/) as the default LLM.

- Set `OPENAI_API_KEY` environment variable. 

## Build and Test

To build and run tests:

```shell

./gradlew clean build

```

## Inspired by

- [Microsoft's Autogen](https://www.microsoft.com/en-us/research/project/autogen/)

- [Crew AI](https://www.crewai.com/)