all-in-rag vs ollama

A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.

	all-in-rag	ollama
Tagline	大模型应用开发实战一：RAG技术全栈指南	Get up and running with Kimi-K2.6, GLM-5.1, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.
Stars	9.3k	176k
Forks	4.6k	17k
Open issues	17	3.4k
Language	Python	Go
License	-	MIT
Last pushed	Jun 5, 2026	Jul 7, 2026
Categories	Data & Retrieval, LLM Frameworks	AI Agents, LLM Frameworks

all-in-rag

一个专注于检索增强生成 (RAG) 技术的全面资源，旨在帮助开发者从理论到实践地理解和构建 RAG 应用。

GitHub Alternatives

Python

ollama

Ollama is a platform for deploying and interacting with various large language models (LLMs) such as Kimi-K2.6, GLM-5.1, MiniMax, DeepSeek, gpt-oss, Qwen, and Gemma on macOS, Windows, Linux, and Docker environments.

GitHub Alternatives