Agents-Flex

What is Agents-Flex?

Agents-Flex is a Java-based LLM (Large Language Model) application framework similar to LangChain. It aims to be simple and lightweight, providing tools and components for developing LLM-powered applications. It supports various LLMs, prompt engineering, function calling, document processing, memory management, embedding, vector stores, and chain execution.

How to use Agents-Flex?

Agents-Flex provides components for connecting to LLMs, defining prompts, implementing function calling, processing documents, managing memory, embedding, using vector stores, and creating chains of operations. Developers can use these components to build custom LLM applications.

Agents-Flex’s Core Features

LLM Support (HTTP, SSE, WS) Prompt Framework (FEW-SHOT, CRISPE, BROKE, ICIO) Function Calling Document Processing (Loader, Parser, Splitter) Memory Management (MessageMemory, ContextMemory) Embedding Vector Store Chain Execution (Synchronous, Asynchronous, Looping)

Agents-Flex’s Use Cases

• Building applications that leverage large language models for various tasks.