nowfound

AI · September 3, 2025

ApeRAG

Production-ready Graph RAG with advanced AI agents

ApeRAG launched on September 3, 2025 with 6 votes, #3,421 of 8,160 launches that month. The site was still online in September 2026, 1 year on.

What it does

ApeRAG is a production-ready RAG platform that combines Graph RAG, vector search, and full-text search with advanced AI agents. Open source version of Tencent IMA.

Does a similar job

all alternatives →
  • FastGraphRAG – Better RAG using good old PageRank2024 · github.com · ▲457

    Hey there HN! We’re Antonio, Luca, and Yuhang, and we’re excited to introduce Fast GraphRAG, an open-source RAG approach that leverages knowledge graphs and the 25 years old PageRank for better information retrieval and reasoning. Building a good RAG pipeline these days takes a lot of manual optimizations. Most engineers intuitively start from naive RAG: throw everything in a vector database and hope that semantic search is powerful enough. This can work for use cases where accuracy isn’t too important and hallucinations are tolerable, but it doesn’t work for more difficult queries that…

  • HelloRAG2024 · ▲35

    RAG-Ready, Any Data & Any Form

  • IgnitionRAGApr 2026 · ignitionrag.com · ▲83

    Multimodal RAG platform, from POC to production in minutes

  • SpRAG – Open-source RAG implementation for challenging real-world tasks2024 · github.com · ▲69

    Hey HN, I’m Zach from Superpowered AI (YC S22). We’ve been working in the RAG space for a little over a year now, and we’ve recently decided to open-source all of our core retrieval tech. spRAG is a retrieval system that’s designed to handle complex real-world queries over dense text, like legal documents and financial reports. As far as we know, it produces the most accurate and reliable results of any RAG system for these kinds of tasks. For example, on FinanceBench, which is an especially challenging open-book financial question answering benchmark, spRAG gets 83% of questions correct,…

  • Vectorize 2.02025 · platform.vectorize.io · ▲335

    Complete RAG agents (chatbot, MCP) with little or no code

  • ShinRAGDec 2025 · shinrag.com · ▲10

    Visual RAG and Agent Pipelines, Instantly

More ai this month

the category →
  • Video model that turns script into viral social media videos

    AI · 18d ago · spira.ai

  • The browser where Claude Code and Codex work beside you

    AI · 17d ago · rill.love

  • Kolibri is Aleph Alpha

    AI · 19d ago · tej.as

  • Paintings by AI models: programs run through a simulation of oil paint.

    AI · 21d ago · stillwet.art

  • A real-time world model you can explore and change

    AI · 29d ago · world.pixverse.video

  • Beam.win▲377

    Run AI agents on one Mac and use its windows on another

    AI · 4d ago · beam.win

Source: Product Hunt launch ↗

Launched alongside, September 2025

the whole month →
  • YouMind▲1,223

    The first AI creation studio where learning meets writing

    AI · 2025 · youmind.com

  • The site hit #1 on HN about a year ago. Got enough traffic that I turned it into a proper API. What's there: - REST API — 35k products, manually filterable by category, free key, 60 req/min - CLI — npx anycrap random -c food - faker.js plugin — bundled, no API call, works offline - HuggingFace dataset — full 35k rows for ML/training https://anycrap.shop/developers

    AI · 2025 · anycrap.shop

  • I made a built-from scratch Wayland Compositor to display any GUI app* in the terminal! I think there is a lot of unexplored potential in custom Wayland compositors, a lot of really cool things you can embed existing applications into! So, I started with embedding apps into the terminal because that is the easiest input/output (output is just utf-8 and I use the great `chafa` library for that, and I just read from stdin for the input). If you have any other ideas for cool Wayland compositors, let me know. I purposedly wrote 80% the app in Typescript to appeal to the most developers and…

    Dev tools · 2025 · github.com

  • IR

    Years ago I stumbled across a basic version of this concept and it stuck with me. I knew if I was ever going to take on such a project, it would need to be flawless, but without coding experience it was just another idea that would never happen. By the end of 2024, as AI coding tools exploded everywhere, I finally had a way to make it real. I started from zero knowledge and spent months collaborating with AI agents as a learning experience. Every pixel and every function went through me. The AI translated what I asked for into code, but every decision was human. I didn't use existing OS…

    AI · 2025 · mitchivin.com

  • Ada▲910

    Your own AI data analyst

    AI · 2025 · ada.im

  • Turn Product Images into Scroll-Stopping Video Ads

    Growth · 2025 · vidau.ai