Semantic Search Frontends Embedding Tools

Web and mobile interfaces for semantic search applications. Includes UI/UX demos, search interfaces, and client-side implementations that connect to search backends. Does NOT include backend search engines, embedding models, or general search frameworks.

There are 50 semantic search frontends tools tracked. 1 score above 70 (verified tier). The highest-rated is typesense/typesense at 74/100 with 25,376 stars and 3,495 monthly downloads. 1 of the top 10 are actively maintained.

Get all 50 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=embeddings&subcategory=semantic-search-frontends&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	typesense/typesense Open Source alternative to Algolia + Pinecone and an Easier-to-Use...	74	Verified	25,376	C++
2	vectara/react-search UI widget for adding semantic search to your React UI in just a few lines of code	43	Emerging	69	TypeScript
3	Agrover112/awesome-semantic-search A curated list of awesome resources related to Semantic Search🔎 and...	39	Emerging	361	—
4	ireapps/ire-archive-frontend SvelteKit frontend for archive.ire.org	38	Emerging	5	Svelte
5	Mihaiii/semantic-autocomplete A blazing-fast semantic search React component. Match by meaning, not just...	37	Emerging	228	JavaScript
6	frutik/awesome-search Awesome Search - this is all about the (e-commerce, but not only) search and...	36	Emerging	1,523	HTML
7	typesense/showcase-hn-comments-semantic-search Semantic Search + Keyword Search + Hybrid Search + Filtering + Faceting on...	35	Emerging	56	JavaScript
8	SAP-samples/btp-cap-genai-semantic-search Basic sample for semantic search engine as CAP application integrating...	35	Emerging	14	TypeScript
9	askaitools/askaitools-community-edition A cutting-edge search engine project tailored specifically for the AI product	35	Emerging	358	TypeScript
10	altus4/api 🔍 AI-Enhanced MySQL Full-Text Search Engine \| Semantic search, query...	35	Emerging	5	TypeScript
11	transitive-bullshit/bens-bites-ai-search AI search for all the best resources in AI – powered by Ben's Bites 💯	35	Emerging	114	TypeScript
12	SemanticSearch-ai/semanticsearch Build a Zero-Cost Semantic Search Engine with Cloudflare Workers	35	Emerging	188	TypeScript
13	nqureshi/ev-winners Semantic search over every Emergent Ventures winner.	34	Emerging	29	TypeScript
14	do-me/SemanticFinder SemanticFinder - frontend-only live semantic search with transformers.js	33	Emerging	323	JavaScript
15	mongodb-industry-solutions/retail-unified-commerce This demo showcases a store associate application built on MongoDB Atlas,...	30	Emerging	3	JavaScript
16	ricky-sharma/react-data-grid-lite A lightweight and customizable React data grid component designed for high...	30	Emerging	1	JavaScript
17	PartyPancakess/WeaviateGUI A GUI for Weaviate vector database management	28	Experimental	6	TypeScript
18	M4n1shG/semantic-relevance Semantic signal detection for content feeds. Filter high-volume feeds to...	27	Experimental	4	JavaScript
19	patw/VectorStream Automatic embedding using mongo changestreams for Atlas Vector Search	26	Experimental	5	HTML
20	cherrry-ai/cherrry-js Cherrry Javascript SDK	24	Experimental	4	JavaScript
21	IvanMalkS/ai-router AI-powered semantic search router for SPAs - find the best route by meaning,...	24	Experimental	2	TypeScript
22	typesense/typesense-instantsearch-semantic-search-demo A demo that shows how to build a semantic search experience with Typesense's...	23	Experimental	27	JavaScript
23	JacobLinCool/kvec A modular semantic search stack for text, web page, image, and custom data...	23	Experimental	1	TypeScript
24	thesephist/ycvibecheck Semantic search across every YC company ever. Vibe check your idea?	23	Experimental	66	CSS
25	GronRafal/queryra-wordpress-plugin AI-powered search plugin for WordPress - trained on YOUR content, not ...	23	Experimental	1	PHP
26	vectara/search-hackernews Search for Hacker News, by Vectara	22	Experimental	35	TypeScript
27	FrkAk/obelisk AI-powered contextual discovery platform for exploring cities through...	22	Experimental	—	TypeScript
28	jedrazb/querybox Lightweight, embeddable search and AI chat widget	21	Experimental	9	TypeScript
29	rom1504/awesome-semantic-search Semantic search with embeddings: index anything	20	Experimental	139	—
30	pureinsights/discovery-sandbox Discovery Sandbox SDK	19	Experimental	—	Python
31	ameksike/mongodb-search This repository explores different search capabilities on MongoDB and...	19	Experimental	—	JavaScript
32	do-me/semantic-news-mapper Mapping news articles with Geospatial Semantic Search	16	Experimental	1	JavaScript
33	farzad528/semantic-multilingual-demo Azure Cognitive Search - Semantic search demo of querying a multilingual index.	16	Experimental	3	TypeScript
34	Soham334/arXade 🔍 An AI-powered research discovery platform enabling semantic search over...	16	Experimental	1	TypeScript
35	rohhann12/subsearch semantic search for any subreddit. indexes posts as vectors, finds what...	15	Experimental	8	TypeScript
36	eddiedunn/engram-web React + TypeScript frontend for Engram knowledge base. Hybrid...	14	Experimental	—	TypeScript
37	KaranChandekar/semantic-knowledge-search Semantic Knowledge Search Engine — Upload documents (PDF, DOCX, TXT, MD) and...	14	Experimental	—	TypeScript
38	do-me/semantic-sorter An experiemental semantic sorting PoC based on text embeddings and a TSP solver	14	Experimental	3	TypeScript
39	vola-trebla/semantic-search-engine Semantic search engine powered by Gemini embeddings and pgvector. Ingest...	14	Experimental	—	TypeScript
40	faridvatani/url-smart-search Smart URL-based search with Next.js, MongoDB, autocomplete, vector...	12	Experimental	1	TypeScript
41	siavol/local-first-semantic-search This small demo demonstrates how to implement in-browser semantic search...	12	Experimental	1	JavaScript
42	qa-p1/Zeer0 A infinite dictionary with semantic search cause it sounded cool.	12	Experimental	1	TypeScript
43	lucianobajr/semantic-search-ia :robot: proof of concept on semantic search	11	Experimental	2	TypeScript
44	GroundCtrlHQ/wordpress-ai-searcher WordPress AI Search Terminal - Intelligent semantic search for WordPress...	11	Experimental	—	Python
45	DevWael/semantiq-search Vector-based semantic search for WordPress using Qdrant and local embeddings.	11	Experimental	—	PHP
46	technologiestiftung/odis-geoexplorer-data All data related scripts for Geoexplorer - a AI-driven search application...	11	Experimental	—	MDX
47	inngest/nextjs-inngest-neon-auto-embeddings Learn how to add a Semantic Search UI to your Next.js application with...	11	Experimental	—	TypeScript
48	verumlotus/SemanticNear Semantic Search over your friends' post on the decentralized Near Social Network	11	Experimental	—	TypeScript
49	jackjyq/nerd-fonts-icon-search A multilingual semantic search engine for nerd fonts icons	11	Experimental	2	CSS
50	aws-samples/content-repository-with-multilingual-search Code and walkthrough to build an end-to-end content repository for...	10	Experimental	1	TypeScript