<ul data-eligibleForWebStory="true"><li>Working with low-level components like ChatModel, ChatMessage, and ChatMemory can lead to writing a lot of boilerplate code when building LLM-powered applications.</li><li>AI Services provided by LangChain4j offer a simplified, declarative API to abstract the complexities of working with LLMs and related components.</li><li>Key capabilities of AI Services include formatting input for LLMs, parsing output from LLMs, and support for features like chat memory, tool integration, and Retrieval-Augmented Generation (RAG).</li><li>AI Services are suitable for building stateful chatbots with multi-turn interactions and stateless automation tasks, providing a cleaner and faster way to interact with LLM models.</li></ul>

Simplify LLM Integration with LangChain4j AI Services

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