Semantic Search Engines ML Frameworks

AI-powered search systems that use embeddings, vector databases, and neural models to understand query intent and retrieve semantically relevant results. Does NOT include general web crawlers, indexing systems without semantic understanding, or search applications for single narrow domains (healthcare, tourism, etc.) without general search capabilities.

There are 25 semantic search engines frameworks tracked. The highest-rated is GustyCube/Codect at 39/100 with 23 stars.

Get all 25 projects as JSON

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

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

#	Framework	Score	Tier	Stars	Language
1	GustyCube/Codect A detector for AI-written code	39	Emerging	23	Python
2	isaacus-dev/isaacus-typescript A server-side JavaScript/TypeScript library for interacting with the Isaacus API.	39	Emerging	3	TypeScript
3	AtomicSearch/AI-search-engine Instant AI Search Engine, using React with ViteJS 🚀 A modern and...	35	Emerging	4	TypeScript
4	davidemiceli/natural-language-flows A very simple prototype of Natural Language Flow builder and Natural...	34	Emerging	5	JavaScript
5	gottingen/kumo-search docs for search system and ai infra	33	Emerging	222	—
6	neuml/mlflow-txtai MLflow automatic tracing for txtai	32	Emerging	11	Python
7	user7217/OSS-Engine Discoverability Engine for OSS Projects	25	Experimental	3	Python
8	sss97133/nuke Vehicle data intelligence. System of record for collector vehicles.	24	Experimental	2	TypeScript
9	CodeRafay/wordHunt WordHunt: A semantic word-guessing game powered by sentence embeddings and...	22	Experimental	—	Python
10	aaidoudi91/InformationRetrievalEngine Système de recherche d'information sur un corpus de 216k documents...	22	Experimental	—	Jupyter Notebook
11	JacqueWill/SEO_HIF_JS Search Engine Optimization using Human Implicit Feedback	22	Experimental	1	JavaScript
12	Skelf-Research/slorg The Search Engine That Thinks Before It Searches	19	Experimental	—	JavaScript
13	nathezek/notice An intent-driven research engine that bridges the gap between raw indexing...	19	Experimental	—	Rust
14	Ahmed-Mohsen-2005/JandA-Express-search-engine A multilingual web-based search engine built with Flask, supporting advanced...	17	Experimental	2	Jupyter Notebook
15	marsalanjaved1/tqrar TQRAR is your AI assistant for JupyterLab. Analyze code, debug errors,...	16	Experimental	1	TypeScript
16	Vilas317/ai-task-system AI-powered Task & Knowledge Management System with semantic search using...	14	Experimental	—	Python
17	Fede8034/Artificial-React 🌐 Simulate React coding in vanilla JavaScript, enabling React-like...	14	Experimental	—	JavaScript
18	SchBenedikt/search-engine AI search engine	14	Experimental	4	HTML
19	fernaper/sqlite-panel Fast, secure web interface for inspecting and editing SQLite databases on...	12	Experimental	1	TypeScript
20	Sakshi3027/natural-language-analyst Ask questions about your data in plain English - powered by Node.js and SQLite	12	Experimental	1	JavaScript
21	rikhoffbauer/witai-client A client for https://wit.ai apps written in TypeScript for nodejs and the browser.	11	Experimental	1	TypeScript
22	huangguojie48-ux/Material-Search Boost your Android experience with Material Search, a fast, lightweight...	11	Experimental	—	—
23	IsmaelMousa/reuters-search-engine Information retrieval system spanning data extraction, analysis,...	11	Experimental	—	Jupyter Notebook
24	soheylfalahzade/Automated_Report_Generator Python-based automation tool to transform raw Excel/JSON data into...	11	Experimental	—	Python
25	dedsecurity/codes Ded Security Codes is an artificial intelligence tool developed by Ded...	10	Experimental	1	Python