Multimodal Image Search Vector Databases

Tools for semantic image retrieval using multimodal embeddings (text-to-image, image-to-image, or video search). Includes CLIP-based systems, vision transformers, and cross-modal ranking. Does NOT include general image classification, object detection, or single-modality text/vector search without image integration.

There are 44 multimodal image search tools tracked. The highest-rated is soulteary/simple-image-search-engine at 47/100 with 151 stars.

Get all 44 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=vector-db&subcategory=multimodal-image-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	soulteary/simple-image-search-engine 图片搜索引擎，很简单。三步构建属于你自己的图片搜索引擎，掌握向量数据库和以图搜图、文本搜索图片。	47	Emerging	151	Python
2	ob-labs/image-search Image search application built with the vector capabilities of OceanBase	44	Emerging	2	Python
3	shotit/shotit-api The ultimate brain of Shotit, in charge of task coordination.	43	Emerging	5	JavaScript
4	shotit/shotit Shotit is a screenshot-to-video search engine tailored for TV & Film,...	43	Emerging	20	—
5	KarunyaChavan/Semantixel-Semantic_Image_Retrieval Semantic Image Retrieval is a lightweight web-based platform that enables...	42	Emerging	3	Python
6	sourav4243/sift-video Semantic video search system that indexes audio and visual content to enable...	38	Emerging	3	Rust
7	EricRollei/Semantic-Search A powerful two-stage multimodal retrieval pipeline for ComfyUI, enabling...	35	Emerging	2	Python
8	Aaryan2304/visual-search-engine An AI-powered visual search engine that finds visually similar fashion items...	35	Emerging	2	Python
9	akashAD98/Car_ai_multimodal_search A multimodal car search engine powered by LanceDB vector database that...	31	Emerging	1	Python
10	sachink1729/intelligentgallery Intelligent Image Gallery with Uploads, Deduplication, and Text-Based Search...	30	Emerging	10	Python
11	AchrefHemissi/FoundIT-Computer-Vision-Powered-Lost-and-Found-Mobile-Application The LostFound system is designed to facilitate the recovery of lost items...	30	Emerging	1	—
12	weaviate-tutorials/next-multimodal-search-demo a Weaviate multimodal search demo	28	Experimental	9	TypeScript
13	shotit/shotit-media Media broker for serving video preview for shotit	28	Experimental	2	JavaScript
14	jacobmarks/reverse-image-search-plugin Find the images in your dataset most similar to a query image from URL or...	27	Experimental	14	TypeScript
15	bauerem/semantic-text2image-search This repo implements a simple terminal-based semantic image search.	24	Experimental	5	Python
16	shotit/shotit-frontend The frontend of shotit, with full documentation.	24	Experimental	2	TypeScript
17	redswimmer/trail-camera-search Multimodal vector search of images and videos taken from trail cameras. ...	23	Experimental	4	Jupyter Notebook
18	laxmanclo/pany PostgreSQL-native semantic search engine with multi-modal capabilities. Add...	23	Experimental	19	Python
19	JimmyHernandez503/oceano Sistema de reconocimiento facial con InsightFace y Qdrant - 100% confiable	22	Experimental	1	Python
20	santi1602/AnyCam2Ros 📷 Transform any camera into ROS2 image topics for seamless integration with...	22	Experimental	1	Python
21	Abhics8/Lumina-AI AI-powered visual commerce engine with semantic fashion search using OWLv2,...	21	Experimental	—	TypeScript
22	EsraaMadi/similarity-search-weaviate Text/Image search for similar products	20	Experimental	11	Python
23	oguzhantasimaz/image-similarity-search Image Similarity Search with CLIP and Upstash Vector	19	Experimental	3	Python
24	Aniket-16-S/Semantic_Video_Search An AI powered Video Serach Engine with google's SigLIP and FAISS. It allows...	18	Experimental	3	Python
25	IlyasFardaouix/VisualIndexer Multimodal visual search engine using CLIP, OCR, and vector similarity retrieval.	17	Experimental	1	Python
26	sefaburakokcu/semantic-image-search Search for images using text and images using Milvus and OpenAI-Clip.	17	Experimental	1	Python
27	aritro1011/QID (Query Images by Description)- A simple pipeline to convert images to...	16	Experimental	1	Python
28	coder-pikachu/mongo_multimodal A powerful enterprise-grade application that enables semantic search across...	15	Experimental	1	TypeScript
29	suraj95/Whatsapp-Reel-Knowledge-Base A small AI project that extract frames from an Instagram video to generate a...	14	Experimental	—	Python
30	dschechter27875/clip_image_text_search Multimodal semantic image search using CLIP embeddings and natural language queries.	14	Experimental	1	Python
31	Sakshi3027/semantic-video-search Production-grade semantic video search engine - search across video content...	14	Experimental	1	Python
32	777reet/PhotoDiaries Modern web photobooth with AI-powered image similarity search. Built with...	13	Experimental	—	CSS
33	BrandWill-ML-DS-DE/clip-faiss-product-search End-to-end vision–language search system using CLIP + FAISS (HNSW/IVF) for...	13	Experimental	—	Python
34	ecmoce/ask-gallery Ask Gallery — Semantic photo search system powered by VLM, CLIP, and vector search	13	Experimental	—	Python
35	hareshanmuhan/semantic-search Search 1M+ images/videos with natural language — OpenAI CLIP + FAISS +...	13	Experimental	—	Python
36	vaibhavhonakere/ClipQuest Find exact moments in uploaded videos using natural-language search + timestamps.	13	Experimental	—	JavaScript
37	ejber-ozkan/local-llm-photo-scanner A privacy-first, self-hosted photo manager powered by local LLMs (Ollama)...	13	Experimental	—	TypeScript
38	tyasemin/Data-Feature-Extraction-and-Retrieval-Pipeline Project DART. Similarity search, SAM, CLIP, and more	13	Experimental	—	Python
39	anantha119/Vector-Based-Image-Retrieval-System This project leverages Vision Transformers (ViT) to build a scalable image...	13	Experimental	—	Python
40	MeAmarP/HeyBagh Find and Discover Visually Similar Content (Content-based image retrieval)	11	Experimental	—	Python
41	ezecodes/frame-fushion AI powered Video-Frame Analysis	11	Experimental	—	TypeScript
42	samiur-r/ImageSemantics Semantic image clustering using CLIP and GPT-powered metadata in a Next.js +...	11	Experimental	2	TypeScript
43	shotit/.github The README profile of Shotit.	11	Experimental	1	—
44	S-Pushkar/TagMyPic This is a microservice based application that allows users to upload images...	11	Experimental	1	—

Comparisons in this category

shotit-api and shotit (43 vs 43) shotit and shotit-media (43 vs 28) shotit and shotit-frontend (43 vs 24) shotit-api and shotit-media (43 vs 28) shotit-api and shotit-frontend (43 vs 24)