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Integrating an LLM into Spring with Spring AI v1.0.0

Use this resource to integrate a language model or embeddings into a Spring application

New

  • 543 downloads
  • 150 likes
  • 205 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install spring-ai-llm-integration

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent helps you integrate models (OpenAI, Azure OpenAI, Ollama) into Spring Boot with Spring AI: ChatClient, structured output, streaming, function calling, embeddings and vector stores for RAG.

Mostly picked by

Updated November 2, 2026

Card for the “Integrating an LLM into Spring with Spring AI” skill

Details

Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: dependencies, OpenAI, Azure and Ollama configuration, ChatClient
  • SKILL.md: structured output, streaming, function calling and embeddings
  • advanced.md: vision, advisors, testing and prompt templates

Good fit for

  • Your Java application must call an LLM without a raw SDK
  • You want to test a local model with Ollama in Spring Boot

Not for

    Tags

    • spring ai
    • llm
    • java
    • rag

    About

    You say

    “Add a Spring ChatClient that returns a structured summary of each order, using Ollama locally.”

    Card for the “Integrating an LLM into Spring with Spring AI” skill

    Skill published by claude-dev-suite under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to integrate a language model or embeddings into a Spring application
    3. Review and adjust the result

    Content preview

    Files

    • advanced.md6.5 KB
    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md10.2 KB

    Origin and licence

    Listed unmodified

    Author
    claude-dev-suite
    Source
    github.com/claude-dev-suite/claude-dev-suite/tree/e10ab644ba43abe2abc923399226df4af7337214/skills/backend-frameworks/spring-ai
    Licence
    MIT

    Notice

    « spring-ai » (claude-dev-suite, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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