Alternatives

Handy Ollama alternatives for AI agents.

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

Current skill

Handy Ollama

动手学Ollama,CPU玩转大模型部署,在线阅读地址:https://datawhalechina.github.io/handy-ollama/

90
Quality
86
Trust
2.4K
Stars
#1

Hello Agents

Similarity 135Trust 90Excellent 100

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

59K starsJun 11, 2026 pushdataPythonRAG
$ npx skills add datawhalechina/hello-agents
#2

Ragbook Notebooks

Similarity 134Trust 79Strong 70

Repository for the "Building LLMs for Production" book by Towards AI.

553 starsJan 25, 2026 pushdataJupyter NotebookRAG
$ npx skills add towardsai/ragbook-notebooks
#3

Happy Llm

Similarity 133Trust 90Excellent 100

📚 从零开始构建大模型

31K starsMay 6, 2026 pushdataJupyter NotebookRAG
$ npx skills add datawhalechina/happy-llm
#4

LLMForEverybody

Similarity 131Trust 94Excellent 100

每个人都能看懂的大模型知识分享,LLMs春/秋招大模型面试前必看,让你和面试官侃侃而谈

6.7K starsMay 31, 2026 pushdataJupyter NotebookRAG
$ npx skills add luhengshiwo/LLMForEverybody
#5

GenerativeAIExamples

Similarity 131Trust 97Excellent 100

Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

4.1K starsMay 29, 2026 pushdataJupyter NotebookRAG
$ npx skills add NVIDIA/GenerativeAIExamples
#6

Llama Index

Similarity 128Trust 96Excellent 100

LlamaIndex is the leading document agent and OCR platform

50K starsJun 15, 2026 pushdataPythonRAG
$ npx skills add run-llama/llama_index
#7

Haystack

Similarity 128Trust 98Excellent 100

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

26K starsJun 12, 2026 pushdataMDXRAG
$ npx skills add deepset-ai/haystack
#8

Rags

Similarity 127Trust 84Strong 79

Build ChatGPT over your data, all with natural language

6.5K starsApr 5, 2024 pushdataPythonRAG
$ npx skills add run-llama/rags
#9

SurfSense

Similarity 127Trust 98Excellent 100

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

14K starsJun 12, 2026 pushdataPythonRAG
$ npx skills add MODSetter/SurfSense
#10

TaskingAI

Similarity 127Trust 86Strong 78

The open source platform for AI-native application development.

5.4K starsDec 2, 2024 pushdataPythonRAG
$ npx skills add TaskingAI/TaskingAI
#11

LEANN

Similarity 127Trust 99Excellent 100

[MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

12K starsJun 7, 2026 pushdataPythonRAG
$ npx skills add yichuan-w/LEANN
#12

LEANN

Similarity 127Trust 98Excellent 100

[MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

12K starsJun 9, 2026 pushdataPythonRAG
$ npx skills add StarTrail-org/LEANN
#13

Llm App

Similarity 126Trust 97Excellent 100

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

59K starsJun 10, 2026 pushdataJupyter NotebookRAG
$ npx skills add pathwaycom/llm-app
#14

WrenAI

Similarity 126Trust 92Excellent 100

Give AI agents the context to query business data correctly through the open context layer that gives AI agents grounded, governed memory, context, SQL across 20+ data sources, that helps you build agentic GenBI, text-to-sql, dashboards, and agentic analytics.

16K starsJun 12, 2026 pushdataPythonRAG
$ npx skills add Canner/WrenAI
#15

All In RAG

Similarity 125Trust 91Excellent 100

🔍大模型应用开发实战一:RAG 技术全栈指南,在线阅读地址:https://datawhalechina.github.io/all-in-rag/

8.5K starsJun 5, 2026 pushdataPythonRAG
$ npx skills add datawhalechina/all-in-rag
#16

CV

Similarity 124Trust 90Excellent 100

✅(已完结)超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】

22K starsApr 27, 2026 pushdataJupyter NotebookRAG
$ npx skills add AccumulateMore/CV

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 Handy Ollama 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.