showcase-songs-search
typesense-instantsearch-semantic-search-demo
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| showcase-songs-search | typesense-instantsearch-semantic-search-demo | |
|---|---|---|
| 2 | 1 | |
| 153 | 22 | |
| 3.3% | - | |
| 0.0 | 3.0 | |
| 6 months ago | 8 months ago | |
| JavaScript | JavaScript | |
| Apache License 2.0 | Apache License 2.0 |
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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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👋Would anyone be interested in working together on a Rust client library for Typesense (OSS alternative to Algolia / ElasticSearch)?
Here’s 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
typesense-instantsearch-semantic-search-demo
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Vector database built for scalable similarity search
We added HNSW-based vector search to Typesense as well recently: https://typesense.org/docs/0.24.0/api/vector-search.html
So you can combine attribute-based filters along with nearest-neighbor search.
Put together this semantic search + filtering demo just last week: https://github.com/typesense/typesense-instantsearch-semanti...
What are some alternatives?
Typesense - Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences
sqlite-vss - A SQLite extension for efficient vector search, based on Faiss!
typesense-go - Go client for Typesense: https://github.com/typesense/typesense
autofaiss - Automatically create Faiss knn indices with the most optimal similarity search parameters.
typesense-instantsearch-adapter - A JS adapter library to build rich search interfaces with Typesense and InstantSearch.js
milvus-lite - A lightweight version of Milvus wrapped with Python.
typesense-rust - Rust client for Typesense | Work In Progress & Help Wanted
awesome-vector-search - Collections of vector search related libraries, service and research papers
typesense-js - JavaScript / TypeScript client for Typesense
pgvector - Open-source vector similarity search for Postgres
Weaviate - Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.
txtai - 💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows