AI · alternatives · 2026

24 alternatives to Minima AWS – RAG containers with AWS services

AWS based RAG framework. Contribute to pshenok/minima-aws development by creating an account on GitHub.

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.

1
Slim – Build and run tiny VMs from Dockerfiles▲389
Build and run tiny vms from Dockerfiles. Small and sleek. - ottomatica/slim
2019 · github.com · its alternatives →
2
Minimal – Open-Source Community driven Hardened Container Images▲120
I would like to share Minimal - Its a open source collection of hardened container images build using Apko, Melange and Wolfi packages. The images are build daily, checked for updates and resolved as soon as fix is available in upstream source and Wolfi package. It utilizes the power of available open source solutions and contains commercially available images for free. Minimal demonstrates that it is possible to build and maintain hardened container images by ourselves. Minimal will add more images support, and goal is to be community driven to add images as required and fully customizable.
Jan 2026 · github.com · its alternatives →
3
Smallest Node.js Docker images▲120
Distroless Node.js Docker Images. Contribute to astefanutti/scratch-node development by creating an account on GitHub.
2018 · github.com · its alternatives →
4
Turn any website into a knowledge base for LLMs▲305
I built this tool because I wanted a way to just take a bunch of URLs or domains, and query their content in RAG applications. It takes away the pain of crawling, extracting content, chunking, vectorizing, and updating periodically. I'm curious to see if it can be useful to others. I meant to launch this six months ago but life got in the way...
2024 · embedding.io · its alternatives →
5
RAGaaS▲75
The API for building production-ready AI apps with your data
2025 · sitegpt.ai · its alternatives →
6
Ragas – Open-source library for evaluating RAG pipelines▲121
Ragas is an open-source library for evaluating and testing RAG and other LLM applications. Github: https://docs.ragas.io/en/stable/, docs: https://docs.ragas.io/. Ragas provides you with different sets of metrics and methods like synthetic test data generation to help you evaluate your RAG applications. Ragas started off by scratching our own itch for evaluating our RAG chatbots last year. Problems Ragas can solve - How do you choose the best components for your RAG, such as the retriever, reranker, and LLM? - How do you formulate a test dataset…
2024 · github.com · its alternatives →
7
Micronaut Framework▲88
Build modular easily testable microservice & serverless apps
2019 · micronaut.io · its alternatives →
8
Minima-RAG On-Premises Python Framework▲5
On-premises conversational RAG with configurable containers - Minima-AI-Inc/minima
2024 · github.com · its alternatives →
9PF
Pantry – Free JSON Storage for Personal Projects▲105
Pantry is a free, API based JSON storage solution for small projects. We help developers build projects quickly
2020 · getpantry.cloud · its alternatives →
10IB
I built a browser-based tutorial for learning RAG for LLMs▲25
Hey all! I wanted to share this project I've been working on that can maybe help you or your developer friends out. I built a RAG system for our product a while back and didn't realize how easy they were to get started. So I put together my learnings into this online course. It's not quite ready but if you sign up and mention HackerNews, I can get you early access. I'm looking to get feedback on the following: (1) materials — is it engaging & did you learn something? (2) UI/UX of the platform — did you have any issues that prevented you from starting or finishing the tutorial? (3)…
2024 · takehomes.com · its alternatives →
11
Generate minimaps of your code▲37
Generate minimaps of your code. Contribute to Ivoah/minimap development by creating an account on GitHub.
2017 · github.com · its alternatives →
12
Minio Client tools for object storage▲8
Unix like utilities for object store. Contribute to minio/mc development by creating an account on GitHub.
2015 · github.com · its alternatives →
13
My New Startup – Minimus▲16
We create minimalistic and secure container base images. All images only contain the relevant package (e.g. python) and its dependencies. We even created our own Linux distro, called MinimOS, to be in control of all packages and build a new version as soon as it is available upstream. As opposed to Alpine Linux we mostly use glibc. Images are re-built daily and we continuously add more of them. By using our base images you can easily reduce the number of vulnerabilities by more than 90% (compared to Docker Hub). You can use our images for free (the 'latest' line) here:…
2025 · images.minimus.io · its alternatives →
14
slim - Build micro-vms from Dockerfiles▲14
Build and run tiny vms from Dockerfiles. Small and sleek. - ottomatica/slim
2019 · github.com · its alternatives →
15
MiniStack▲6
The free LocalStack replacement
Apr 2026 · ministack.org · its alternatives →
16
A working reference implementation of context engineering▲46
I've been presenting at local meetups about Context Engineering, RAG, Skills, etc.. I even have a vbrownbag coming up on LinkedIn about this topic so I figured I would make a basic example that uses bedrock so I can use it in my talks or vbrownbags. Hopefully it's useful.
Apr 2026 · github.com · its alternatives →
17
Linq▲35
Build search engine for texts, images and beyond In 1 hour
2023 · getlinq.com · its alternatives →
18
Minigraf – An embedded, bi-temporal graph database in Rust▲41
Embedded graph memory for AI agents, mobile apps, and the browser. - project-minigraf/minigraf
19d ago · github.com · its alternatives →
19
AutoRAG – AutoML tool for RAG. Find an optimal RAG pipeline▲18
- Discovering the most effective RAG pipeline for your specific data and use case can be daunting. It requires experimenting with various RAG modules and configurations, which are both time-consuming and complex. - AutoRAG addresses this challenge by automatically evaluating different combinations of RAG modules and their parameters. You don't need to write implementation code yourself; everything is set up through a single YAML file. - Our aim is to save you the hassle of continuously adapting to new RAG modules and configurations. Instead, you can focus on developing robust data for your…
2024 · github.com · its alternatives →
20
Minimalist Object Storage Project▲33
MinIO is a high-performance, S3 compatible object storage. - MinIO
2015 · github.com · its alternatives →
21
We are three devs from Kenya and built a Docker alternative in Rust▲12
Introducing Sphere - A lightweight, sandboxed compute runtime written in Rust. - introducing-sphere.md
2025 · gist.github.com · its alternatives →
22
Dera – A platform to manage chunks and embeddings for building RAG apps▲25
Hi everyone, my cofounder and I built Dera - a platform to help manage chunks and embeddings. We built this because of the pain points we experienced while building RAG applications for side projects. The biggest pain point we encountered was that we were constantly trying out different chunking strategies, but there’s no easy way to check how the strategies are performing in terms of retrieval when given the same query. We tried searching for a tool for this but couldn’t find any (most LLM dev tools focus on prompts management). We hope this tool will be useful for people building RAG apps.…
2024 · getdera.com · its alternatives →
23
Ki – tiny REST prototyping framework▲6
Tiny REST JSON ORM framework. Contribute to mess110/ki development by creating an account on GitHub.
2016 · github.com · its alternatives →
24
Waller – Clojure's Ragtime Migrator for ArangoDB▲7
A Ragtime extention for ArangoDB. Contribute to deusdat/waller development by creating an account on GitHub.
2015 · github.com · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →