Agents-Flex

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App Details

Who is it for?
Agents-Flex can be useful for the following user groups:., Software developers., Ai researchers., Nlp engineers

Description

Agents-Flex is a Java framework designed for building applications with various large language models (LLMs). It offers a lightweight and flexible architecture, enabling developers to integrate multiple LLMs, including OpenAI and LLaMA, using a variety of network protocols such as HTTP and WebSocket. The framework includes a rich set of development templates for prompt frameworks, allowing for customization of prompt templates to meet specific project needs. Additionally, Agents-Flex features advanced function calling components that support local method definitions and callbacks, facilitating efficient execution of local methods. Its document handling capabilities simplify data loading from various sources, while the memory module records chat messages and manages execution contexts for applications. Lastly, Agents-Flex supports multiple vector databases, allowing developers to implement custom embedding algorithms and expand vector storage services easily.

Technical Details

Use Cases
✔️ Build an AI-powered customer support application using Agents-Flex to seamlessly integrate multiple large language models, ensuring responsive interaction through supported HTTP and WebSocket protocols., ✔️ Develop a personalized content generation tool that leverages custom prompt templates from Agents-Flex, enabling dynamic adaptation of language models based on project-specific requirements., ✔️ Create a knowledge management system that utilizes Agents-Flex"s document handling capabilities to efficiently load and manage data from various sources, while tracking user interactions and conversation history through its advanced memory module.
Key Features
✔️ Java framework., ✔️ Integration of multiple LLMs., ✔️ Support for various network protocols., ✔️ Advanced function calling components., ✔️ Multiple vector databases support.

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