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Agents-Flex

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Agents-Flex is a Java framework specifically crafted for developing LLM (Large Language Model) applications. It provides developers with a lightweight, simple, and elegant solution tailored to create sophisticated AI-powered applications. With support for various components such as prompt frameworks, function calling, and document management, Agents-Flex streamlines integration and enhances the flexibility of application development. It allows the customization of prompt templates, execution of local methods, and efficient data handling from various sources, making it an essential tool for developers looking to harness the power of LLMs effectively.
Agents-Flex website preview
Agents-Flex preview

How Agents-Flex Works In 3 Steps?

  1. Install Agents-Flex Framework

    Download and set up the Agents-Flex Java framework for your project.
  2. Implement LLM Functionality

    Utilize Agents-Flex to integrate large language model features into your application.
  3. Deploy AI Application

    Launch your application and observe how it leverages LLM technology efficiently.

Direct Comparison

See how Agents-Flex compares to its alternative:

Agents-Flex VS LiteLLM
Core Features
  • LLMs Connector
  • Prompt Frameworks
  • Function Calling
  • Embedding Capabilities
  • Memory Module
  • Vector Store Agent Implementation
Advantages
  • Lightweight and easy to integrate
  • Supports multiple components for LLM applications
  • Facilitates efficient data handling
  • Customizable for unique project requirements
  • Enhances development speed with pre-built functions
Use Cases
  • Connecting LLMs with network protocols
  • Customizing prompt templates
  • Loading data from web and databases
  • Creating interactive applications with Agents Chain
  • Managing sequential, asynchronous, and loop Chains

Frequently Asked Questions

What network protocols are supported for connecting LLMs?

Agents-Flex supports multiple network protocols, allowing for versatile integration with various LLM systems.

Can I customize prompt templates in Agents-Flex?

Yes, Agents-Flex provides features for customizing prompt templates to suit specific application needs.

Is there documentation available for using Agents-Flex?

Yes, comprehensive documentation is available on the Agents-Flex GitHub page to assist with integration and development.

Alternatives of Agents-Flex

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