Alternatives

Shopkeeper Agent alternatives for AI agents.

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

Current skill

Shopkeeper Agent

📊 电商数仓智能问数 AI Agent，最适合用于系统学习 LangGraph 的实战项目：基于 LangGraph、FastAPI、Qdrant、Elasticsearch、MySQL 与 React，完整实现元数据知识库、混合检索、自然语言生成 NL2SQL 生成校验、SQL 执行与流式查询展示。前后端完整代码全栈可跑，Docker 环境一键部署，配套 ai-agents-from-zero 免费教程与章节代码分支。适合系统学习大模型应用、数据分析 Agent 和企业级 AI 工程落地。

Quality

Trust

110

Stars

LightRAG

Similarity 127Trust 92Excellent 100

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

37K starsJun 18, 2026 pushrag-knowledgePythonKnowledge Graph

$ npx skills add HKUDS/LightRAG

PageIndex

Similarity 119Trust 90Excellent 100

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

34K starsJun 29, 2026 pushrag-knowledgePythonVector Search

$ npx skills add VectifyAI/PageIndex

FlagEmbedding

Similarity 117Trust 90Excellent 100

Retrieval and Retrieval-augmented LLMs

12K starsApr 22, 2026 pushrag-knowledgePythonEmbeddings

$ npx skills add FlagOpen/FlagEmbedding

Anything Llm

Similarity 113Trust 92Excellent 100

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

62K starsJul 1, 2026 pushrag-knowledgeJavaScriptVector Search

$ npx skills add Mintplex-Labs/anything-llm

Typesense

Similarity 113Trust 93Excellent 100

Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences

26K starsJun 19, 2026 pushrag-knowledgeC++Semantic Search

$ npx skills add typesense/typesense

RAG Techniques

Similarity 113Trust 90Excellent 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

Elasticsearch

Similarity 113Trust 88Excellent 100

Free and Open Source, Distributed, RESTful Search Engine

77K starsJun 16, 2026 pushrag-knowledgeJavaSearch

$ npx skills add elastic/elasticsearch

SurfSense

Similarity 112Trust 93Excellent 100

An open source, privacy focused alternative to NotebookLM for teams with no data limits. Join our Discord: https://discord.gg/ejRNvftDp9

15K starsJun 27, 2026 pushdataPythonRAG

$ npx skills add MODSetter/SurfSense

Memvid

Similarity 112Trust 92Excellent 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

Searxng

Similarity 112Trust 93Excellent 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

#11

MiroFish

Similarity 111Trust 92Excellent 100

A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物

67K starsMay 24, 2026 pushrag-knowledgePythonKnowledge Graph

$ npx skills add 666ghj/MiroFish

#12

Flexsearch

Similarity 111Trust 88Excellent 100

Next-generation full-text search library for Browser and Node.js

14K starsMay 29, 2026 pushrag-knowledgeJavaScriptSearch

$ npx skills add nextapps-de/flexsearch

#13

Cognee

Similarity 111Trust 92Excellent 100

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.

27K starsJul 3, 2026 pushrag-knowledgePythonVector Search

$ npx skills add topoteretes/cognee

#14

Graphify

Similarity 111Trust 89Excellent 100

AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.

77K starsJul 3, 2026 pushrag-knowledgePythonKnowledge Graph

$ npx skills add safishamsi/graphify

#15

Databend

Similarity 110Trust 87Excellent 100

Data Agent Ready Warehouse : One for Analytics, Search, AI, Python Sandbox. — rebuilt from scratch. Unified architecture on your S3.

9.3K starsJun 15, 2026 pushrag-knowledgeRustVector Search

$ npx skills add databendlabs/databend

#16

DocsGPT

Similarity 110Trust 92Excellent 100

Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.

18K starsJun 18, 2026 pushrag-knowledgePythonSemantic Search

$ npx skills add arc53/DocsGPT

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 Shopkeeper Agent if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

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