Alternatives

Llm Apps Java Spring AI alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Llm Apps Java Spring AI

Samples showing how to build Java applications powered by Generative AI and LLMs using Spring AI and Spring Boot.

72
Quality
80
Trust
752
Stars
#1

LightRAG

Similarity 129Trust 87Excellent 100

[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

37K starsJun 18, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add HKUDS/LightRAG
#2

RAG Techniques

Similarity 120Trust 84Excellent 100

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

28K starsJun 17, 2026 pushrag-knowledgeJupyter NotebookSemantic Search
$ npx skills add NirDiamant/RAG_Techniques
#3

Txtai

Similarity 119Trust 88Excellent 100

๐Ÿ’ก All-in-one AI framework for semantic search, LLM orchestration and language model workflows

13K starsJun 22, 2026 pushrag-knowledgePythonSemantic Search
$ npx skills add neuml/txtai
#4

WeKnora

Similarity 119Trust 85Excellent 98

Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

16K starsJun 18, 2026 pushrag-knowledgeGoSemantic Search
$ npx skills add Tencent/WeKnora
#5

Seatunnel

Similarity 117Trust 89Excellent 100

SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool.

9.6K starsAug 27, 2026 pushrag-knowledgeJavaEmbeddings
$ npx skills add apache/seatunnel
#6

Anything Llm

Similarity 113Trust 89Excellent 100

Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience

63K starsJul 13, 2026 pushrag-knowledgeJavaScriptVector Search
$ npx skills add Mintplex-Labs/anything-llm
#7

Generative AI For Beginners

Similarity 113Trust 87Excellent 100

21 Lessons, Get Started Building with Generative AI

112K starsJun 21, 2026 pushrag-knowledgeJupyter NotebookSemantic Search
$ npx skills add microsoft/generative-ai-for-beginners
#8

PageIndex

Similarity 112Trust 86Excellent 100

๐Ÿ“‘ PageIndex: Document Index for Vectorless, Reasoning-based RAG

34K starsJul 18, 2026 pushrag-knowledgePythonVector Search
$ npx skills add VectifyAI/PageIndex
#9

Memvid

Similarity 111Trust 88Excellent 100

Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.

16K starsMay 27, 2026 pushrag-knowledgeRustSemantic Search
$ npx skills add memvid/memvid
#10

Elasticsearch

Similarity 110Trust 84Excellent 100

Free and Open Source, Distributed, RESTful Search Engine

77K starsJun 16, 2026 pushrag-knowledgeJavaSearch
$ npx skills add elastic/elasticsearch
#11

OpenSearch

Similarity 109Trust 87Excellent 100

๐Ÿ”Ž Open source distributed and RESTful search engine.

13K starsJun 16, 2026 pushrag-knowledgeJavaSearch
$ npx skills add opensearch-project/OpenSearch
#12

Lucene

Similarity 106Trust 86Excellent 98

Apache Lucene open-source search software

3.5K starsAug 26, 2026 pushrag-knowledgeJavaSearch
$ npx skills add apache/lucene
#13

Solr

Similarity 105Trust 86Excellent 100

Apache Solr open-source search software

1.7K starsSep 10, 2026 pushrag-knowledgeJavaSearch
$ npx skills add apache/solr
#14

MiroFish

Similarity 105Trust 90Excellent 100

A Simple and Universal Swarm Intelligence Engine, Predicting Anything. ็ฎ€ๆด้€š็”จ็š„็พคไฝ“ๆ™บ่ƒฝๅผ•ๆ“Ž๏ผŒ้ข„ๆต‹ไธ‡็‰ฉ

70K starsAug 3, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add 666ghj/MiroFish
#15

Searxng

Similarity 105Trust 89Excellent 100

SearXNG is a free internet metasearch engine which aggregates results from various search services and databases. Users are neither tracked nor profiled.

32K starsJun 16, 2026 pushrag-knowledgePythonSearch
$ npx skills add searxng/searxng
#16

Qdrant

Similarity 105Trust 88Excellent 100

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

33K starsJul 18, 2026 pushrag-knowledgeRustVector Search
$ npx skills add qdrant/qdrant

How to choose

When should you switch?

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

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Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.