uform
showcase-songs-search
| uform | showcase-songs-search | |
|---|---|---|
| 8 | 2 | |
| 894 | 153 | |
| 9.3% | 0.7% | |
| 9.2 | 4.7 | |
| 11 days ago | 6 days ago | |
| Python | JavaScript | |
| Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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uform
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CatLIP: Clip Vision Accuracy with 2.7x Faster Pre-Training on Web-Scale Data
question: any good on-device size image embedding models?
tried https://github.com/unum-cloud/uform which i do like, especially they also support languages other than English. Any recommendations on other alternatives?
- Multimodal Embeddings for JavaScript, Swift, and Python
- Show HN: UForm v2 Featuring Multimodal Matryoshka, Multimodal DPO, and ONNX
- UForm v1: Multimodal Chat in 1.5B Parameters
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Show HN: I scraped 25M Shopify products to build a search engine
As you scale, you may benefit from these two projects I maintain, and the Big Tech uses :)
https://github.com/unum-cloud/usearch - for faster search
https://github.com/unum-cloud/uform - for cheaper multi-lingual multi-modal embeddings
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Show HN: U)Search Images demo in 200 lines of Python
[2]: https://github.com/unum-cloud/uform
- Show HN: UForm v2 โ tiny CLIP-like embeddings in 21 languages and Graphcore API
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Unum: Vector Search engine in a single file
Ouch! Thatโs fat! Which model is that?
We have built a few video-search system by now, using USearch and UForm for embedding. They are only 256 dims and you can concatenate a few from different parts of the video. Any chance it would help?
https://github.com/unum-cloud/uform
showcase-songs-search
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Show HN: I scraped 25M Shopify products to build a search engine
I'm biased, but I'd recommend exploring Typesense for search.
It's an open source alternative to Algolia + Pinecone and e-commerce is a very common use-case.
Here's a live demo with 32M songs: https://songs-search.typesense.org/
Disclaimer: I work on Typesense.
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๐Would anyone be interested in working together on a Rust client library for Typesense (OSS alternative to Algolia / ElasticSearch)?
Hereโs the bench used for the songs dataset benchmark. It uses k6 for a load testing tool: https://github.com/typesense/showcase-songs-search/tree/master/scripts/benchmarking
What are some alternatives?
CogVLM - a state-of-the-art-level open visual language model | ๅคๆจกๆ้ข่ฎญ็ปๆจกๅ
Typesense - Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch โก ๐ โจ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences
usearch - Fast Open-Source Search & Clustering engine ร for Vectors & ๐ Strings ร in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram ๐
typesense-go - Go client for Typesense: https://github.com/typesense/typesense
kuzu - Embeddable property graph database management system built for query speed and scalability. Implements Cypher.
typesense-instantsearch-adapter - A JS adapter library to build rich search interfaces with Typesense and InstantSearch.js
LinkBERT - [ACL 2022] LinkBERT: A Knowledgeable Language Model ๐ Pretrained with Document Links
typesense-rust - Rust client for Typesense | Work In Progress & Help Wanted
neural-file-sorter - A neural network based file sorter. Trains an autoencoder to sort images or audio based on the similarity of their encodings, or uses the OpenAI CLIP model.
typesense-js - JavaScript / TypeScript client for Typesense
ucall - Remote Procedure Calls - 50x lower latency and 70x higher bandwidth than FastAPI, implementing JSON-RPC & ๐ REST over io_uring and SIMDJSON โ๏ธ
typesense-instantsearch-semantic-search-demo - A demo that shows how to build a semantic search experience with Typesense's vector search feature and Instantsearch.js