Agents-Flex - Agents-Flex Official website

A Java framework for LLM applications

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Agents-Flex - Agents-Flex Official website

Introduction

What is Agents-Flex?

Agents-Flex is a Java framework designed for Large Language Model (LLM) applications, focusing on being lightweight, simple, and elegant. It provides a comprehensive platform for developers to build and integrate LLMs into their projects.

Features of Agents-Flex

Agents-Flex offers a range of features that make it an ideal choice for LLM applications:

  • LLMs Connector: Supports various network protocols, including HTTP, SSE, and WS, to connect to different LLMs, such as OpenAI, LLama, and Others AI.

  • Prompt Frameworks: Provides a rich set of development templates, including FEW-SHOT, CRISPE, BROKE, and ICIO, allowing developers to customize their own unique prompt templates.

  • Function Calling: Offers a flexible Function Calling component that supports local method definitions, parsing, callbacks through LLMs, and executing local methods to obtain results.

  • Document: Includes Loader, Parser, and Splitter components for handling documents, with multiple implementations for loading data from various sources.

  • Memory: Divided into MessageMemory and ContextMemory, used for recording chat messages and Chain execution contexts, with extensibility through inheritance.

  • Embedding: Includes extensive embedding capabilities and extensions, allowing developers to implement their private embedding algorithms.

  • Vector Store: Supports multiple vector databases, with the option to implement the VectorStore interface to expand private VectorStore services.

  • Agent: Defines an abstract implementation of Agents, enabling developers to create more interactive applications using the Agents Chain.

  • Chain: Offers sequential Chains, asynchronous Chains, and loop Chains, helping developers handle various scenarios.

How to use Agents-Flex

To get started with Agents-Flex, developers can explore the documentation and quick start guides to learn how to integrate the framework into their projects.

Price

Agents-Flex is released under the Apache License, making it free to use and distribute.

Helpful Tips

  • Explore the Agents-Flex documentation and tutorials to learn more about its features and implementation.
  • Join the Agents-Flex community to connect with other developers and get support.
  • Contribute to the Agents-Flex project by reporting issues, suggesting new features, or submitting pull requests.

Frequently Asked Questions

  • What is the main purpose of Agents-Flex?

Agents-Flex is a Java framework designed for Large Language Model (LLM) applications, providing a comprehensive platform for developers to build and integrate LLMs into their projects.

  • Can I use Agents-Flex for commercial projects?

Yes, Agents-Flex is released under the Apache License, making it free to use and distribute for commercial and non-commercial projects.

  • How do I get started with Agents-Flex?

Start by exploring the Agents-Flex documentation and quick start guides to learn how to integrate the framework into your project.