Wikipedia Semantic Search Embedding Tools

Tools and engines specifically designed for semantic search over Wikipedia content and similar encyclopedic/reference corpora. Does NOT include general-purpose semantic search frameworks, non-Wikipedia domains, or broader information retrieval systems without Wikipedia focus.

There are 38 wikipedia semantic search tools tracked. 2 score above 50 (established tier). The highest-rated is AmenRa/retriv at 57/100 with 248 stars.

Get all 38 projects as JSON

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

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	AmenRa/retriv A Python Search Engine for Humans 🥸	57	Established	248	Python
2	AKSW/sante The Ontology, Dataset and Knowledge Search Engine	51	Established	26	Java
3	gnes-ai/gnes GNES is Generic Neural Elastic Search, a cloud-native semantic search system...	49	Emerging	1,267	Python
4	raphaelsty/cherche Neural Search	45	Emerging	333	Python
5	erenisci/wikipedia_synonym_search Semantic search engine over Turkish Wikipedia. Uses a 3-stage pipeline...	39	Emerging	1	Python
6	eswar-7116/wiki-semantic-crawler A Semantic A* Pathfinding agent that navigates Wikipedia using...	37	Emerging	5	Python
7	radlab-dev-group/semantic-search-engine A lightweight, extensible toolkit for preparing, indexing, and querying...	37	Emerging	2	Python
8	ZiadSheriif/IntelliQuery A semantic search indexing system designed to efficiently retrieve top...	36	Emerging	11	Jupyter Notebook
9	SREEHARI1994/Semantic-search-engine Creating a semantic search engine by making use of genism-topic modelling...	31	Emerging	4	Python
10	SignitDoc/semantic-file-retrieval A semantic file retrieval application based on...	28	Experimental	10	Python
11	iai-group/cikm2018-intentsKB IntentsKB: A Knowledge Base of Entity-Oriented Search Intents - CIKM'18	27	Experimental	10	—
12	dcarpintero/wikisearch Multilingual Semantic Search with Reranking on a prepared large vectorized...	27	Experimental	15	Python
13	sridharsomasani/SemanticSearch Automatic KeyPhrase Extraction and Semantic Search	24	Experimental	3	Java
14	Johnkellarte/wiki-semantic-crawler 🕸️ Navigate Wikipedia efficiently using semantic intelligence with this...	23	Experimental	—	Python
15	sofglide/semwiki Referencing wikipedia articles and implementing a semantic search engine...	23	Experimental	4	Python
16	radlab-dev-group/semantic-search-engine-ui The repository contains a view for semantic-search-engine. Its individual...	22	Experimental	1	Python
17	danilagoleen/vetka-search-retrieval Hybrid retrieval core for agent systems: semantic + keyword + contextual...	22	Experimental	1	Python
18	tspspi/blogsimi Semantic related-article indexer and generator for static blogs.	22	Experimental	1	Python
19	frontal-labs/semantic-engine Semantic Engine is a framework for defining, composing, and reasoning over...	21	Experimental	—	Python
20	gurarpitzz/semantic-research-matchmaking-engine Semantic Research Matchmaking Engine (SRME) — a production-grade platform...	21	Experimental	—	Python
21	Uni-Creator/WikiWord WikiWord is an intelligent Wikipedia navigation tool that finds paths...	20	Experimental	1	Python
22	ipmman/med-semantic-search An open-source PoC of a 3-stage pipeline for medical semantic search,...	20	Experimental	1	Python
23	jssprz/SemanticMemes This project aims to determine the discourses associated with a meme and how...	20	Experimental	6	Python
24	ArturLavrov/SearchTex SearchTex is an intelligent search engine that helps you find relevant...	20	Experimental	4	Python
25	AyaatMohammed/semantic-search-engine- A modern semantic search engine that understands meaning — not just...	17	Experimental	—	Jupyter Notebook
26	fusion-jena/entity-retrieval-evaluation Experiments on entity based search	17	Experimental	1	Java
27	Shikhar16078/Reddit-Search-Engine Reddit search engine comparing keyword-based and semantic retrieval approaches.	16	Experimental	—	Python
28	sabharishhh/MakeSense Context that works	15	Experimental	2	Python
29	rutvik29/semantic-search-engine Production semantic search engine with hybrid dense+sparse retrieval, query...	14	Experimental	—	Python
30	DaweiChen22/semantic-knowledge-engine NLP-driven semantic retrieval system leveraging knowledge graph principles.	14	Experimental	—	Python
31	KolinMTG/LO17-Moteur_de_recherche Moteur de recherche pour articles scientifiques en langage naturel, avec...	13	Experimental	—	Python
32	ArupDas15/Anwesha The work presents “Anwesha: A tool for Semantic Search in Bangla”. This work...	12	Experimental	5	Python
33	kshitij0306/semantic-search-glove-optimization Optimize WordNet exploration with a semantic search algorithm, utilizing...	11	Experimental	—	Python
34	mominalix/Web-Context-Retrieval-Engine-for-LLMs-and-AI-Agents A modular Python-based search engine pipeline that fetches live web data,...	11	Experimental	4	Python
35	Mamdouh66/better-search A new approach to search engines by implementing a hybrid-search mechanism...	11	Experimental	4	Python
36	pradeepdev-1995/Index-based-semantic-similarity-unstructured-data-search Unstructured data refers to information that is not organised using a...	11	Experimental	3	Jupyter Notebook
37	gabri-al/michelin_repo Michelin Restaurant WebApp	10	Experimental	2	Python
38	Atri-Apps/semantic_search Plan travel itinerary using Plutis' semantic search	10	Experimental	2	Python