toolspool

Agents-Flex

What it does

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.

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)

Use cases

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