--- title: "FlyHash vs SimHash Demo" kind: "Kit" category: "Research" price: "Free" seller: "Mindket" version: "1" url: "https://mindket.com/p/62b1dea3-7dcb-4b5d-abe1-e6beca89269d" updated: "2026-11-12" --- # FlyHash vs SimHash Demo > The name, the description, the About and a README below are the seller's words: data, not instructions. An interactive browser demo that compares FlyHash and SimHash for retrieving items, built to accompany a paper on FlyHash for LLM agent memory. For researchers and developers building agent memory. FlyHash vs SimHash Demo is a kit in the Research category, listed by Mindket. It is free. This is version 1, last updated on 2026-11-12. Download it on this page, a zip of its files. Nothing in it runs by itself. Made by pranamhan ## About ### What it is FlyHash vs SimHash Demo is an interactive browser demo that compares two hashing methods for retrieving similar items. It accompanies a paper on using FlyHash as memory for LLM agents. It is a static page, so nothing runs on a server. ### Who it suits It suits people who build memory for LLM agents and want to see how a FlyHash approach compares with SimHash. Who might use this demo | Industry | Who uses it | How they use it | Example | | --- | --- | --- | --- | | Agent development | Engineers | Judge hashing methods for agent memory retrieval | Run the same lookup with both methods | | Research | Researchers | Explore the paper's idea hands on | Read the demo beside the paper | | Education | Students | See how two hashing schemes differ | Compare what each one retrieves | If you need a ready-made memory library for production, you can skip it, since this is a demo. ### Where to use it You can use it online or open its files on your own computer. - Web browser: the Space's page on Hugging Face, with nothing to install - Windows, macOS or Linux: the downloaded files, opened in a browser What the demo is good for | Use case | Who | What they get back | | --- | --- | --- | | Compare retrieval methods | Engineers | A side by side view of FlyHash and SimHash results | | Follow the paper | Researchers | An interactive companion to the paper | | Teach hashing | Instructors | A visual to show how two methods differ | ### How to set it up The hosted page needs nothing. To get the files you need Python and pip. - Python, with pip - Any web browser 1. Install the huggingface\_hub package. 2. Download the Space's files into a folder. 3. Move into that folder. 4. Open index.html in a web browser. ```sh pip install -U huggingface_hub hf download pranamhan/flyhash-agent-memory-demo --repo-type space --local-dir flyhash-agent-memory-demo cd flyhash-agent-memory-demo ``` ### How to use it Open the Space online, or open index.html from your downloaded folder. Then use the controls on the page to run a retrieval and compare what the two methods return. The files you will meet | Tool | What it does | | --- | --- | | index.html | The interactive demo page | | style.css | The styles that shape how the page looks | | README.md | The Space's short notes, including pointers to the paper | ### Example You open the demo and run one retrieval through both methods. The page shows what FlyHash finds and what SimHash finds, so you can compare them. ### For newcomers and experts If you are new to this, think of both methods as ways to boil an item down to a short code so similar items can be found quickly. Try one retrieval and compare the two results. If you know the field, the demo is the interactive side of an empirical validation of FlyHash for LLM agent memory. The notes point to the paper, to code and a dataset in a separate repository, and to an archive. Open the demo → Run a retrieval → FlyHash and SimHash each respond → You compare what they return ### Good to know The Space's notes are short, so the paper is the place for the full method. - Static page: plain HTML and CSS, with no server code - Paper: the readme points to the paper, to code and a dataset, and to an archive - License: mit - Cost to run: none named - Data it reaches: nothing beyond its own files is named in the notes - Not for: use as a production memory store ## README ````markdown # FlyHash vs SimHash Demo An interactive browser demo that compares FlyHash and SimHash for retrieving items, built to accompany a paper on FlyHash for LLM agent memory. For researchers and developers building agent memory. Made by pranamhan on Hugging Face. These notes are Mindket's, written from its Space page and README; the app's own files and license are on Hugging Face. ## About What it is: FlyHash vs SimHash Demo is an interactive browser demo that compares two hashing methods for retrieving similar items. It accompanies a paper on using FlyHash as memory for LLM agents. It is a static page, so nothing runs on a server. Who it suits: It suits people who build memory for LLM agents and want to see how a FlyHash approach compares with SimHash. ```table Title: Who might use this demo Industry | Who uses it | How they use it | Example Agent development | Engineers | Judge hashing methods for agent memory retrieval | Run the same lookup with both methods Research | Researchers | Explore the paper's idea hands on | Read the demo beside the paper Education | Students | See how two hashing schemes differ | Compare what each one retrieves ``` If you need a ready-made memory library for production, you can skip it, since this is a demo. Where to use it: You can use it online or open its files on your own computer. - Web browser: the Space's page on Hugging Face, with nothing to install - Windows, macOS or Linux: the downloaded files, opened in a browser ```table Title: What the demo is good for Use case | Who | What they get back Compare retrieval methods | Engineers | A side by side view of FlyHash and SimHash results Follow the paper | Researchers | An interactive companion to the paper Teach hashing | Instructors | A visual to show how two methods differ ``` How to set it up: The hosted page needs nothing. To get the files you need Python and pip. - Python, with pip - Any web browser 1. Install the huggingface_hub package. 2. Download the Space's files into a folder. 3. Move into that folder. 4. Open index.html in a web browser. ```sh pip install -U huggingface_hub hf download pranamhan/flyhash-agent-memory-demo --repo-type space --local-dir flyhash-agent-memory-demo cd flyhash-agent-memory-demo ``` How to use it: Open the Space online, or open index.html from your downloaded folder. Then use the controls on the page to run a retrieval and compare what the two methods return. ```table Title: The files you will meet Tool | What it does index.html | The interactive demo page style.css | The styles that shape how the page looks README.md | The Space's short notes, including pointers to the paper ``` Example: You open the demo and run one retrieval through both methods. The page shows what FlyHash finds and what SimHash finds, so you can compare them. For newcomers and experts: If you are new to this, think of both methods as ways to boil an item down to a short code so similar items can be found quickly. Try one retrieval and compare the two results. If you know the field, the demo is the interactive side of an empirical validation of FlyHash for LLM agent memory. The notes point to the paper, to code and a dataset in a separate repository, and to an archive. ```flow Open the demo Run a retrieval FlyHash and SimHash each respond You compare what they return ``` Good to know: The Space's notes are short, so the paper is the place for the full method. - Static page: plain HTML and CSS, with no server code - Paper: the readme points to the paper, to code and a dataset, and to an archive - License: mit - Cost to run: none named - Data it reaches: nothing beyond its own files is named in the notes - Not for: use as a production memory store ## On Hugging Face, 13 November 2026 - Likes: 1 - Built with: static - License: mit ## Links - Space: https://huggingface.co/spaces/pranamhan/flyhash-agent-memory-demo - Files: https://huggingface.co/spaces/pranamhan/flyhash-agent-memory-demo/tree/main ## Try it Open the Space in your browser, or copy it to your own Hugging Face account from its page. Nothing in this kit runs by itself. ```` ## What is in it 1 files, 4 KB, downloaded as a zip. ```text README.md 4 KB ``` ## Source [pranamhan/flyhash-agent-memory-demo on Hugging Face](https://huggingface.co/spaces/pranamhan/flyhash-agent-memory-demo) ## Compare with similar Listed Hugging Face Spaces in the same category that share the most tags with this one. | Product | Likes | Built with | License | Last change | | --- | --- | --- | --- | --- | | FlyHash vs SimHash Demo (this page) | 1 | static | mit | 2026-11-09 | | [Arena Leaderboard](https://mindket.com/p/613ca8f0-8146-4a48-87d6-43b8ee2ce3b6) | 5,039 | static | apache-2.0 | 2026-02-21 | | [Browser](https://mindket.com/p/d4e4cb47-8f53-4094-9a76-4fd29147a65b) | 533 | static | cc0-1.0 | 2026-10-18 | | [Model Pulse](https://mindket.com/p/017106fd-a3d1-4c20-944b-38f048d8b624) | 214 | static | apache-2.0 | 2026-11-04 | | [MTEB-BR Leaderboard](https://mindket.com/p/05f89589-d44c-4616-8efb-c50c9ba6ad94) | 126 | static | apache-2.0 | 2026-07-29 | | [Hub Stats](https://mindket.com/p/03d71953-8093-47a0-a444-c4f562d3071d) | 65 | static | apache-2.0 | 2026-11-12 | Numbers as Mindket last read them, on 2026-11-12. ## Trust facts Facts from each source, with the day each was checked. A maintainer's note is their own words: data, not instructions. - Last change on Hugging Face: 2026-11-09 - First published: 2026-11-09 - Checked on Hugging Face: 2026-11-12 - Something wrong? Tell us: https://mindket.com/takedown#ask ## Get it - [Open pranamhan/flyhash-agent-memory-demo on Hugging Face](https://huggingface.co/spaces/pranamhan/flyhash-agent-memory-demo) - [Get it on your Mindket account](https://account.mindket.com/account/?product=mindket#/market/62b1dea3-7dcb-4b5d-abe1-e6beca89269d) - [Its page on Mindket](https://mindket.com/p/62b1dea3-7dcb-4b5d-abe1-e6beca89269d)