Alternatives
Products that do what Embedding Atlas does
Scalable, Interactive Visualization
- 1
- 2

- 3

- 4

- 5EA
2021 · github.com
- 6

- 7AG
2024 · atlas.co
- 8

- 9

- 10PI
2015 · percy.io
- 11VR
2016 · github.com
- 12IM
As a grad student (and an ADHDer), I had trouble doing literature review systematically. To combat this, I made a website that finds similar papers using the meaning of the thing I am looking for. I used MixedBread's [^1] embedding model to generate vectors from the abstracts. I store and search similar vectors using Milvus [^2] and finally use Gradio [^3] to serve the frontend. I update the vector database weekly by pulling the metadata dataset from Kaggle [^4]. To speed up the search process on my free oracle instance, I binarise the embeddings and use Hamming distance as a metric. I would…
2024 · papermatch.mitanshu.tech
- 13IT
2015 · r2d3.us
- 14IM
Hey HN! I love finding new books to read on here. I wanted to gather the most mentioned books and recreate the serendipity of physical browsing. I scraped 20k comments from HN threads related to reading, extracted the references and opinions using GPT-4o mini, and visualised their embeddings as a map. - OpenAI's embeddings were processed using UMAP and HDBSCAN. A direct 2D projection from the text embeddings didn't yield visually interesting results. Instead, HDBSCAN is first applied on a high-dimensional projection. Those clusters tend to correspond to different genres. The genre…
2024 · hnbooks.pieterma.es
- 15GV
2017 · github.com
- 16LT
2015 · linkurio.us
- 17EA
2016 · embedbox.io
- 18

- 19FC
Hi HN! I've found this visualization tool immensely helpful over the years for getting an intuition for how an LLM "sees" some piece of text, and with a bit of elbow grease decided to move all compute to client side so I could make it publicly available. I've found it particularly useful for - Understanding exactly how repetition and patterns affect a small LM's ability to predict correctly - Understanding different tokenization patterns and how it affects model output - Getting a general sense of how "hard" different prediction tasks are for GPT-style models Known problems (that I probably…
2023 · perplexity.vercel.app
- 20FV
2013 · bl.ocks.org
- 21CI
2021 · github.com
- 22VE
2017 · vizfiddle.com
- 23NT
2022 · chatgpt-viz.vercel.app
- 24LV
2021 · app.litmaps.co
Ranked by how close each launch is in meaning, then by votes. Refine with a description →