Alternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Samples showing how to build Java applications powered by Generative AI and LLMs using Spring AI and Spring Boot.
Ingest files for retrieval augmented generation (RAG) with open-source Large Language Models (LLMs), all without 3rd parties or sensitive data leaving your network.
$ npx skills add jonfairbanks/local-ragThis repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all available foundational models
$ npx skills add aws-samples/amazon-bedrock-samplesAn Obsidian plugin to interact with your privacy focused AI-Assistant making your second brain even smarter!
$ npx skills add your-papa/obsidian-Smart2Brain[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"
$ npx skills add HKUDS/LightRAGDaily updated LLM papers. 每日更新 LLM 相关的论文，欢迎订阅 👏 喜欢的话动动你的小手 🌟 一个
$ npx skills add xianshang33/llm-paper-dailyRESTai is an AIaaS (AI as a Service) open-source platform. Supports many public and local LLM suported by Ollama/vLLM/etc. Precise embeddings usage, tuning, analytics etc. Built-in image/audio generation with dynamic loading generators. Live chat deployment. Built-in block based graphical language. Prompt versioning and much more...
$ npx skills add apocas/restaiMinimalist web-searching platform with an AI assistant that runs directly from your browser. Demo: https://felladrin-minisearch.hf.space
$ npx skills add felladrin/MiniSearchTrain and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard
$ npx skills add SeanLee97/AnglEThis repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated graph based algorithm to handle the tasks.
$ npx skills add NirDiamant/Controllable-RAG-Agent🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with DuckDB or PostgreSQL
$ npx skills add superlinear-ai/ragliteUnify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.
$ npx skills add NovaSearch-Team/RAG-RetrievalA practical lab for building, testing, and evaluating apps with Apple's Foundation Models framework.
$ npx skills add rudrankriyam/Foundation-Models-Framework-LabCollect, organize, use, and share, all in OmniBox.
$ npx skills add import-ai/omniboxExample apps for Foundation Models Framework in iOS 26 and macOS 26
$ npx skills add rudrankriyam/Foundation-Models-Framework-ExampleThis repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
$ npx skills add NirDiamant/RAG_TechniquesTalk to your Mac, query your docs, no cloud required. On-device voice AI + RAG
$ npx skills add RunanywhereAI/RCLIHow to choose
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Llm Apps Java Spring AI if it already passes your workflow test and repository review.
Next step
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.