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Agents-Flex

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About

Agents-Flex is a lightweight, simple, and elegant Java framework for building LLM applications. It offers a variety of network protocols (HTTP, SSE, WS) for connecting to LLMs like OpenAI and Llama. It provides rich prompt frameworks (FEW-SHOT, CRISPE, BROKE, ICIO) and allows customization. It includes flexible function calling, supporting local method definitions and callbacks. Agents-Flex also features components for document loading, parsing, and splitting, along with memory management (MessageMemory and ContextMemory), embedding capabilities, and support for multiple vector databases. Finally, it allows creating interactive applications using Agents and various Chain types (sequential, asynchronous, loop).

Platform
Web
Keywords
openaillmframeworkjavallama2
Task
llm framework

Features

• embedding

• prompt

• memory

• function calling

• agent chain

• vector store

• document

• llms connector

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