[](https://git.4d-ps.com/4d/internship/2025/4d-vectors/4d-vector-search) [](LICENSE) [](https://discord.gg/poimandres)
A complete search engine and RAG pipeline in your browser, server, or edge network with support for full-text, vector, and hybrid search in less than 2kb.
Customizable Icons for React Native with support for image source and full styling.
AWS SDK for JavaScript S3vectors Client for Node.js, Browser and React Native
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MongoDB Atlas Search Index JSON schemas
A WebGL interactive maps library
Built-in support for popular icon fonts and the tooling to create your own Icon components from your font and glyph map. This is a wrapper around react-native-vector-icons to make it compatible with Expo.
A WebGL interactive maps library
Parses vector tiles
Self-learning vector database for Node.js — hybrid search, Graph RAG, FlashAttention-3, HNSW, 50+ attention mechanisms
Postgres provider for Mastra - includes both vector and db storage capabilities
Isomorphic storage client for Supabase.
Azure client library to use AI Search for node.js and browser.
High-performance vector database with HNSW indexing - 50k+ inserts/sec, built in Rust for AI/ML similarity search and semantic search applications
A a collection of languages stemmers and stopwords for Lunr Javascript library
Lightweight full-text search engine in Javascript for browser search and offline search.
Glyph to png conversion for react native vector icons
Slice GeoJSON data into vector tiles efficiently
Serialize mapbox vector tiles to binary protobufs in javascript.
Libsql provider for Mastra - includes both vector and db storage capabilities
Serialize mapbox vector tiles to binary protobufs in javascript.
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