Agents-flex
Java-based LLM application framework similar to LangChain.
Agents-flex Introduction
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.
Why Choose Agents-flex?
Choose this if you're a Java developer looking for a lightweight but powerful framework to build LLM apps. Agents-flex covers everything from prompt engineering to memory management, making it easier to create complex AI workflows without the bloat.
Agents-flex Features
Prompt Engineering
- ✓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)
FAQ?
Pricing
Pricing information not available




