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---
layout: home
hero:
name: Agents-Flex
text: A Java framework for LLM applications
tagline: lightweight, simple, and more elegant.
image:
src: /assets/images/logo.png
alt: Agents-Flex
actions:
- theme: brand
text: Quick Start
link: /intro/getting-started
- theme: alt
text: Documentation
link: /intro/what-is-agentsflex
features:
- title: LLMs
details: Agents-Flex supports common large language models on the market, supports the Ollama deployment model, and also has built-in rich network protocols for docking large models, such as HTTP, SSE, WS, etc., so that developers can use it to easily dock various large models.
- title: Prompt
details: Agents-Flex provides a wealth of large language model development templates and support for Prompt Framework, such as FEW-SHOT, CRISPE, BROKE, ICIO, etc. In addition, Prompt Template we can also customize our own unique content.
- title: Function Calling
details: Agents-Flex has a very flexible Function Calling component. It supports local method definitions, parsing, callbacks through LLMs, and executing local methods to obtain results.
- title: Document
details: Agents-Flex offers Loader, Parser, and Splitter components for the Document. Each component has multiple implementations, making it easy to load data from the web, local files, databases, and various data types.
- title: Memory
details: The Memory module of Agents-Flex is divided into MessageMemory and ContextMemory, used for recording chat messages and Chain execution contexts. Developers can extend the Memory module by inheritance to achieve richer functionalities.
- title: Embedding
details: Agents-Flex includes extensive embedding capabilities and extensions. Developers can implement the Embedding interface to expand their private embedding algorithms and support.
- title: Vector Store
details: Agents-Flex supports multiple vector databases. Developers can also implement the VectorStore interface to expand their private VectorStore services.
- title: Chain
details: Agents-Flexs Chain includes sequential Chains, asynchronous Chains, and loop Chains, helping developers handle various scenarios.
---
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