Top 5 TypeScript vector-search Projects

orama

11 8,059 9.4 TypeScript

🌌 Fast, dependency-free, full-text and vector search engine with typo tolerance, filters, facets, stemming, and more. Works with any JavaScript runtime, browser, server, service!

Project mention: Sky's the Limit! Supercharging Your Astro Blog with Orama, the Ultimate Stargazing Search Engine! | dev.to | 2023-08-03

Let's break into the steps to utilize Orama and analyze how it works. I won't dig into the technical stuff because, hey, it's an open-source project, which means you can easily peek at the source code, no problemo!

nextjs-openai-doc-search

8 1,487 5.9 TypeScript

Template for building your own custom ChatGPT style doc search powered by Next.js, OpenAI, and Supabase.

Project mention: Creating an advanced search engine with PostgreSQL | news.ycombinator.com | 2023-07-12

https://supabase.com/blog/openai-embeddings-postgres-vector
https://supabase.com/blog/chatgpt-supabase-docs

SurveyJS

surveyjs.io sponsored

Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App. With SurveyJS form UI libraries, you can build and style forms in a fully-integrated drag & drop form builder, render them in your JS app, and store form submission data in any backend, inc. PHP, ASP.NET Core, and Node.js.
vector-admin

1 808 9.5 TypeScript

The universal tool suite for vector database management. Manage Pinecone, Chroma, Qdrant, Weaviate and more vector databases with ease.

Project mention: CRUD operations on Vector Databases | /r/LangChain | 2023-12-08

Also comes with more than a CRUD UI, also has other built-in tools for RAG applications. https://github.com/Mintplex-Labs/vector-admin

client-vector-search

2 120 8.5 TypeScript

A client side vector search library that can embed, store, search, and cache vectors. Works on the browser and node. It outperforms OpenAI's text-embedding-ada-002 and is way faster than Pinecone and other VectorDBs.

Project mention: Client Vector Search: Embed, store, search, and cache vectors on the Browser | news.ycombinator.com | 2023-10-15

reverse-image-search-plugin

1 9 5.9 TypeScript

Find the images in your dataset most similar to a query image from URL or drag-and-drop, with FiftyOne!

Project mention: Plugin for Building and Managing Plugins! | dev.to | 2024-02-09

Some of these plugins were simpler than others. On one end, the Twilio automation plugin consists of a single Python file without bells and whistles. On the opposite extreme, plugins like Active Learning, which required multiple operators, caching, and special handling for many different scenarios. Plugins like Reverse Image Search and Concept Space Traversal were challenging in a different way, mostly because I am new to JavaScript. But that is for another day.

WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).