AI · alternatives · 2026

24 alternatives to Hanky

Make your own context-aware LLM with ease. Just upload a URL

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

1
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 →
2
Dabarqus▲92
Add PDF chat to your LLM app in less than 9 lines of code
2024 · dabarqus.com · its alternatives →
3
Llms.txt Generator▲145
I heard some cases that llms.txt really boosts SEO, so I build this. And it's free to use (no sign up required)!
2024 · sitespeak.ai · its alternatives →
4
Vany▲108
Hey HN - long-time reader, first-time poster, My friends and I built Vany, a tool that responds to any LLM query with a TikTok – essentially a short narrated video answer to your prompt. We built it because we often prefer watching a short video over reading a block of text or long article. There are many impressive AI video tools out there that generate visually striking content for creators, but we wanted something that gives helpful videos back to the queries we put into LLMs or search engines every day. Vany lets anyone quickly get an engaging and useful video back to any question –…
2025 · vany.ai · its alternatives →
5
Taylor AI▲118
Fine-tune open source LLMs in minutes
2023 · trytaylor.ai · its alternatives →
6
Metaphor Search API▲116
API to connect your LLM to the internet
2023 · its alternatives →
7
Map with an LLM▲76
Christmas project from a personal need to find ideal locations.
2024 · godview.ai · its alternatives →
8
Linq▲35
Build search engine for texts, images and beyond In 1 hour
2023 · getlinq.com · its alternatives →
9
Create-LLM – Train your own LLM in 60 seconds▲54
https://medium.com/@theaniketgiri/three-months-ago-i-wanted-...
Oct 2025 · github.com · its alternatives →
10
Simple self-hosted LLM assistant with user-steered compounding context▲5
I built a personal LLM assistant on Cloudflare Workers + Durable Objects. You specify a category and topic when starting a new conversation, so the backend maintains a summary for each category/topic - building up as more conversations happen under the same one. There is no complicated RAG, embeddings, or agentic magic, but the category/topic summaries system just works, and I've genuinely found it super handy and have been using it daily for my life and work. I started it to get familiar with Durable Objects and to test out this idea draft I had buried on my board. After recently…
Aug 2026 · github.com · its alternatives →
11
Index Youtube (llm.txt)▲11
Turn any YouTube video into structured data with URL tweak
2025 · its alternatives →
12
Alerting in realtime RAG: spot changes to LLM answers, using few tokens▲8
Hi I am Jan, CTO @ Pathway. A use case we have been working on with LLMs is to let people know when an answer to their query changes due to revisions of source documents. Obviously, we want to avoid periodically re-computing all queries for the LLM. Why I think it’s cool? - We don’t spin in a loop to repeat with the LLM. - Alerts are LLM-deduplicated - no spamming users with typo fixes - And the best - our framework, Pathway takes care of handling the updates, the example looks nearly like a regular, static RAG chatbot. More context + GIF of how it works for Google Drive document alerts:…
2023 · github.com · its alternatives →
13
RAG Playground▲5
Turn any URL into LLM-ready Markdown.
Dec 2025 · rag-playground-converter.vercel.app · its alternatives →
14
TNAC.ai▲5
Hey HN, I’m Julia, my team and I are building Rag-in-a-Box (https://www.joinable.ai/rag-in-a-box), hosted RAG service that let’s builders of any skill level launch their own RAG app loaded with their own data in minutes. [ What can you do ] 1. Load your documents (PDFs, CSV, PPTs, Word Docs, etc) and make them searchable instantly. All your data stays private and encrypted. 2. Choose latest open source LLM (Llama 4, Deepseek, GPT-oss, etc) to interact with your docs 3. Access your hosted RAG via API - build your own custom front end or integrate with your existing product…
2023 · joinable.ai · its alternatives →
15KA
Knit – A Better LLM Playground▲14
Knit was created to solve pains of other LLM playgrounds. Some of the highlights: - Smart prompt builder, create prompt with simple requirement and few shot learning, fast and effortlessly. - Function call simulation, visualize the function callings and you can also setup a mocked value to return. - Support OpenAI/Anthropic/Azure models. - Manage prompts with projects and members. - And so much more! I have been developing Knit by myself for over 4 months now, and am looking for ways to improve it. Any feedback is appreciated.
2023 · promptknit.com · its alternatives →
16
Nuggt▲8
Retrieve and save information to be used as context for LLM
2024 · its alternatives →
17
A tool to properly observe your LLM's context window▲8
TL;DR: You can’t fix what you can’t see. I built a tool that pulls apart LLM context into meaningful components that you can see, measure, and then...
Oct 2025 · blog.nilenso.com · its alternatives →
18
llms.txt – make your website AI-READABLE▲2
Generate llms.txt to help AI read your site easily
2025 · its alternatives →
19AO
An open-source app to easily interact with your LLM▲5
2024 · orac-interface.vercel.app · its alternatives →
20
LLM from URL –– A free AI chat completion service directly from URL▲8
LLM from URL —— A free AI chat completion service directly from URL Usage: In the address bar of any web browser, type your question after https://818233.xyz/ and hit Enter to get the instant answer. You know the best part of this? Whitespace in the url is supported in most web browsers! You can also use curl or Wget to retrieve the appended url by replacing any whitespace with a '+' character. If you need to have an actual '+' character in your question, just use '++'. Example: The url "https://818233.xyz/hi there" in any web browser will return the same answer…
2025 · 818233.xyz · its alternatives →
21
RAGatouille, a simple lib to use&train top retrieval models in RAG apps▲15
Hey HN! If you’re at all interested in LLMs/LLM-apps, you’ve probably heard of RAG: Retrieval-Assisted Generation, i.e. retrieving relevant documents to give to your LLM as context to answer user queries. Today, I’m releasing RAGatouille v0.0.1, whose aim is to make it as easy as can be to improve your RAG pipelines by leveraging state-of-the-art Information Retrieval research. As of right now, there’s quite a big gap between common everyday practice and the IR literature, and a lot of the gap is because there just aren’t good ways to quickly try out and leverage SotA IR techniques.…
2024 · github.com · its alternatives →
22
Promptly▲13
An AI Cost Optimization Infrastructure for LLM Applications
Mar 2026 · getpromptly.in · its alternatives →
23
LLMs.txt File Generator▲9
Build a spec-correct llms.txt file in minutes
Jul 2026 · loganmosby.com · its alternatives →
24
Document Endpoints▲11
One-click RAG Endpoints for your Documents
2024 · endpoints.trelis.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 →