langchain4j-ai-services-patterns

仓库创建 2025年10月21日最近提交 1 个月前SkillHot 收录 22 天前
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便于在 Java 中快速构建类型安全的 LLM 服务与对话式应用,降低低层耦合成本。

这个 Skill 做什么

为 LangChain4j 提供声明式 AI 服务、工具与内存管理的模式与类型化接口方案。

把 LLM 能力封成 Java 的类型安全接口,帮你少写很多底层调用和样板代码,便于构建聊天机器人、带记忆的对话应用或需要函数调用的智能 agent。用在开发 LangChain4j 的 AI 服务、工具集成或会话记忆管理场景里最合适。特点是用接口+注解管理系统/用户消息、内存和工具,利于测试与维护。

▸ 展开 SKILL.md 英文原文

Provides patterns to build declarative AI Services with LangChain4j for LLM integration, chatbot development, AI agent implementation, and conversational AI in Java. Generates type-safe AI services using interface-based patterns, annotations, memory management, and tools integration. Use when creating AI-powered Java applications with minimal boilerplate, implementing conversational AI with memory, or building AI agents with function calling.

开发编程LangChain4jAI服务Java通用
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# LangChain4j AI Services Patterns

This skill provides guidance for building declarative AI Services with LangChain4j using interface-based patterns, annotations for system and user messages, memory management, tools integration, and advanced AI application patterns that abstract away low-level LLM interactions.

## Overview

LangChain4j AI Services define AI functionality using Java interfaces with annotations, providing type-safe, declarative AI with minimal boilerplate.

## When to Use

Use this skill when:
- Building declarative AI services with minimal boilerplate using Java interfaces
- Creating type-safe conversational AI with memory management
- Implementing AI agents with function/
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