Trending Embedding Tools

Tools with the biggest quality score improvements over the last 16 days.

#	Tool	Change	Score	Tier	Category	Stars
1	ricky-sharma/react-data-grid-lite A lightweight and customizable React data grid component designed for high...	+20	36	Emerging	semantic-search-frontends	1
2	gorango/ai-tool-retriever Auto tool retrieval for the Vercel AI SDK	+20	37	Emerging	embedding-api-providers	2
3	dtsola/xiaoyaosearch 小遥搜索，听懂你的话、看懂你的图，用AI找到本地任何文件。让搜索像聊天一样简单。XiaoyaoSearch: Understands your...	+17	67	Established	code-repository-intelligence	1,207
4	eifuentes/skipgrammar A framework for representing sequences as embeddings.	+16	26	Experimental	word-embedding-implementations	1
5	patelvivekdev/mixedbread-ai-provider The Mixedbread AI Provider is a provider for the Vercel AI SDK. It provides...	+16	32	Emerging	embedding-api-providers	1
6	ndgigliotti/afterthoughts Sentence-aware embeddings using late chunking with transformers.	+16	36	Emerging	semantic-chunking	1
7	laugustyniak/embedisualization Text embedding visualization in 2D space	+16	39	Emerging	embedding-visualization-tools	2
8	operandinc/operand-py The official Python client for Operand. The simplest way to add semantic...	+16	26	Experimental	local-semantic-search	1
9	danielcieslinski/curve2vec Python package for generating vector embeddings of curves	+16	27	Experimental	word-embedding-implementations	2
10	i404788/bloom-embedding Bloom Embedding implementation in pytorch	+16	38	Emerging	embedding-visualization-tools	1
11	utachicodes/PyDocEnhancer An AI-powered Python plugin to enhance documentation with summaries, code...	+15	36	Emerging	document-intelligence-rag	2
12	kossisoroyce/vxdf VXDF (Vector eXchange Data Format) is an AI-native container for text,...	+15	20	Experimental	vector-database-libraries	2
13	yuvrajangadsingh/vemb httpie for embeddings. Embed text, images, audio, video, and PDFs from the...	+14	39	Emerging	self-hosted-embedding-servers	3
14	biocentral/biocentral_api Programmatic access to the biocentral ecosystem.	+13	34	Emerging	clinical-code-embeddings	2
15	forjd/git-search Semantic search over git commit history — local embeddings, sqlite-vec, terminal UI	+13	37	Emerging	local-semantic-search	2
16	IronAdamant/stele-context Local context cache for LLM agents. 100% offline, zero dependencies.	+12	34	Emerging	mcp-semantic-retrieval	1
17	chiefdfo/monasticx A disciplined data monastery — synchronizing MongoDB and Elasticsearch in...	+12	19	Experimental	semantic-search-frontends	—
18	bgokden/reasongraph Graph-based reasoning library with embedding search, multi-hop traversal,...	+11	31	Emerging	graph-rag-systems	1
19	srobinson/markdown-matters Structural markdown intelligence for LLMs — search, index, and summarize...	+11	27	Experimental	personal-knowledge-management	2
20	chiraag-kakar/context-nexus Context Nexus is an AI-native backend platform and SDK for managing,...	+11	32	Emerging	code-repository-intelligence	2
21	Terronex-dev/aifbin-pro AIF-BIN Pro — Professional AI Memory Management with Semantic Search	+11	45	Emerging	personal-knowledge-management	2
22	Terronex-dev/aifbin-lite AIF-BIN Lite — Free & Open Source CLI for AI Memory Files	+11	43	Emerging	personal-knowledge-management	1
23	n24q02m/qwen3-embed Lightweight ONNX inference for Qwen3 embedding and reranking models	+10	33	Emerging	self-hosted-embedding-servers	1
24	QuartzUnit/embgrep Local semantic search — embedding-powered grep for files, zero external services	+10	32	Emerging	local-semantic-search	1
25	jared-goering/ultramemory Local-first AI memory engine with relational versioning, temporal grounding,...	+10	45	Emerging	agent-memory-systems	2
26	Muvon/octolib The lib to power AI tools.	+10	46	Emerging	llm-orchestration-platforms	2
27	danjdewhurst/git-semantic-bun Local semantic search for git history — find commits by meaning, not...	+10	34	Emerging	local-semantic-search	2
28	brianpetro/obsidian-smart-connections Chat with your notes & see links to related content with AI embeddings. Use...	+10	64	Established	personal-knowledge-management	4,659
29	navidgh66/omni_proof Open-source causal-multimodal engine for creative attribution. Answers why a...	+9	32	Emerging	semantic-search-frameworks	1
30	basedwon/emlet An embedding engine built for the sovereign web.	+9	29	Experimental	vector-database-libraries	1
31	PranavMotarwar/raglineage Lineage-aware RAG engine for auditable, reproducible, versioned retrieval and answers	+8	32	Emerging	lightweight-rag-systems	2
32	sparkvibe-io/memorymesh The SQLite of AI Memory — free, open-source, zero-dependency Python library...	+8	31	Emerging	agent-memory-systems	1
33	garry00107/presage Anticipatory memory for LLMs — predicts what context you'll need next and...	+8	31	Emerging	agent-memory-systems	1
34	ladyFaye1998/CM3070-UOL-Final-Automated-Search-Strategy-Generation AI-powered recruitment tool using a fine-tuned T5 transformer to generate...	+8	23	Experimental	resume-job-matching	2
35	huggingface/text-embeddings-inference A blazing fast inference solution for text embeddings models	+8	62	Established	text-embedding-runtimes	4,582
36	cofin/mogemma 🔥 Python / Mojo Interface for Google Gemma 3	+8	31	Emerging	generative-ai-learning	1
37	jt55401/eddie Eddie: client-side semantic search and Q&A for static sites	+8	31	Emerging	local-semantic-search	1
38	remete618/widemem-ai Next-gen AI memory layer with importance scoring, temporal decay,...	+8	44	Emerging	agent-memory-systems	2
39	Chinmayrane16/Recommender-Systems-with-Collaborative-Filtering-and-Deep-Learning-Techniques Implemented User Based and Item based Recommendation System along with state...	+7	43	Emerging	item-recommendation-systems	63
40	dwslab/jRDF2Vec A high-performance Java Implementation of RDF2Vec	+7	39	Emerging	word-embedding-implementations	48
41	x4nth055/food-reviews-sentiment-analysis Sentiment analyzer that predicts the review star ( from 0 to 5,...	+7	37	Emerging	text-classification-sentiment	11
42	todd-cook/ML-You-Can-Use Practical ML and NLP with examples.	+7	39	Emerging	nlp-education-courses	35
43	nssharmaofficial/image-caption-generator Image captioning model with Resnet50 encoder and LSTM decoder	+7	26	Experimental	nlp-education-courses	18
44	eBay/KPRN Reasoning Over Knowledge Graph Paths for Recommendation	+7	49	Emerging	knowledge-graph-embeddings	285
45	vgupta123/P-SIF Source code for our AAAI 2020 paper P-SIF: Document Embeddings using...	+7	32	Emerging	domain-specific-embeddings	35
46	dustinstoltz/CMDist DEPRECATED - The Concept Mover's Distance Method is now available in the...	+7	37	Emerging	domain-specific-embeddings	27
47	RelevanceAI/vectorhub Vector Hub - Library for easy discovery, and consumption of State-of-the-art...	+7	35	Emerging	vector-database-libraries	561
48	cpa-analytics/embedding-encoder Scikit-Learn compatible transformer that turns categorical variables into...	+7	38	Emerging	domain-specific-embeddings	42
49	EloiZ/embedding_evaluation Evaluate your word embeddings	+7	32	Emerging	embedding-evaluation-benchmarks	35
50	paulbricman/semantica Extending conceptual thinking with semantic embeddings.	+7	23	Experimental	semantic-similarity-measurement	37
51	pedrada88/rwe Repository containing data and code of the ACL-19 paper "Relational Word Embeddings"	+7	19	Experimental	domain-specific-embeddings	12
52	baidubce/bce-qianfan-sdk Provide best practices for LMOps, as well as elegant and convenient access...	+7	52	Established	llm-orchestration-platforms	383
53	jiegzhan/multi-class-text-classification-cnn-rnn Classify Kaggle San Francisco Crime Description into 39 classes. Build the...	+7	51	Established	text-classification-sentiment	601
54	CyberZHG/keras-word-char-embd Concatenate word and character embeddings in Keras	+7	41	Emerging	word-embedding-implementations	45
55	NYUMedML/DeepEHR Chronic Disease Prediction Using Medical Notes	+7	49	Emerging	clinical-code-embeddings	272
56	Bessouat40/photo-gallery-viewer This project is a photo gallery app 🎨 It leverages a CLIP model for...	+7	17	Experimental	image-semantic-search	1
57	maxi-w/image-vectors Embed images easily	+7	20	Experimental	word-embedding-implementations	6
58	lperezmo/embeddings-extraction Scripts for reading, extracting, and organizing data from either HTML or PDF...	+7	36	Emerging	embedding-model-tuning	13
59	hazemabdelkawy/SunnahGPT SunnahGPT is a natural language processing (NLP) project aimed at scraping...	+7	32	Emerging	sacred-text-search	86
60	nomic-ai/semantic-search-app-template Tutorial and template for a semantic search app powered by the Atlas...	+7	46	Emerging	semantic-search-applications	115
61	kieranklaassen/rails_semantic_search A gem to add semantic search functionality to Rails applications	+7	17	Experimental	vector-search-apis	1
62	jacobdeasy/flexible-ehr Time-Sensitive Deep Learning for ICU Outcome Prediction Without Variable...	+7	30	Emerging	clinical-code-embeddings	19
63	svakulenk0/semantic_coherence Measuring semantic (in)coherence in Ubuntu dialogue corpus using different...	+7	23	Experimental	semantic-search-applications	18
64	claws-lab/petgen A PyTorch implementation of the ACM SIGKDD 2021 paper titled "PETGEN:...	+7	31	Emerging	transformer-architecture-education	17
65	jdenes/TopicEmbeddings An open-source framework to create and test document embeddings using topic models.	+7	18	Experimental	domain-specific-embeddings	2
66	Santosh-Gupta/Research2Vec Representing research papers as vectors / latent representations.	+7	32	Emerging	word-embedding-implementations	198
67	startupradar/demo-find-similar-startups Find similar startups with our API and OpenAI's embeddings	+7	23	Experimental	self-hosted-embedding-servers	23
68	mayankkejriwal/Geonames-embeddings Embeddings for all geonames populated locations with population greater than 0	+7	21	Experimental	word-embedding-implementations	13
69	zdmc23/sentiment-analysis-arabic A deep learning (LSTM) sentiment analysis project to determine...	+7	42	Emerging	text-classification-sentiment	25
70	qianniuspace/llm_notebooks AI 应用示例合集	+7	43	Emerging	generative-ai-learning	110
71	flekschas/jupyter-scatter-tutorial Jupyter Scatter Tutorial (that was first presented at SciPy '23)	+7	28	Experimental	embedding-visualization-tools	24
72	theomeb/deepchain-app-pfam-32.0 A deepchain-app to predict protein family :microscope:	+7	10	Experimental	protein-property-prediction	2
73	lfmatosm/embedded-topic-model A package to run embedded topic modelling with ETM. Adapted from the...	+7	37	Emerging	domain-specific-embeddings	96
74	melvinchia3636/imageUploader An image delivery network	+7	17	Experimental	vector-database-libraries	1
75	ChikiChat/ai Build AI-powered applications	+7	27	Experimental	embedding-api-providers	13
76	EnricRovira/TFM_DNN_Recomendator Custom Recomendator for my Master Final Project	+7	21	Experimental	item-recommendation-systems	1
77	mims-harvard/decagon Graph convolutional neural network for multirelational link prediction	+7	51	Established	graph-node-embeddings	469
78	massimilianoviola/gpt2-unraveled Embedding analysis and some insights on the GPT-2 architecture	+7	18	Experimental	transformer-architecture-education	2
79	YannDubs/Hash-Embeddings PyTorch implementation of Hash Embeddings (NIPS 2017). Submission to the...	+7	43	Emerging	embedding-visualization-tools	206
80	hayabhay/frogbase Transform audio-visual content into navigable knowledge.	+7	46	Emerging	video-semantic-search	778
81	BaseModelAI/cleora Cleora AI is a general-purpose open-source model for efficient, scalable...	+7	43	Emerging	domain-specific-embeddings	514
82	Ameobea/osu-beatmap-atlas An interactive atlas of osu! beatmaps implemented as a rich embedding visualization	+7	25	Experimental	embedding-visualization-tools	26
83	primaryobjects/semantic-search Semantic search web app using the Large Language Model (LLM) Cohere for...	+7	13	Experimental	semantic-search-applications	9
84	finalfusion/finalfusion-tensorflow-ops Tensorflow Op for finalfusion embeddings	+7	18	Experimental	text-embedding-runtimes	2
85	SmartData-Polito/darkvec This repo contains the codes and the notebooks used for the paper "DarkVec:...	+7	24	Experimental	word-embedding-implementations	13
86	reppertj/earworm Search for music by sonic similarity	+7	38	Emerging	music-similarity-embeddings	34
87	oborchers/Fast_Sentence_Embeddings Compute Sentence Embeddings Fast!	+7	46	Emerging	word-embedding-implementations	625
88	RubenBroekx/SemiSupervisedClustering Cluster context-less embedded language data in a semi-supervised manner.	+7	17	Experimental	embedding-clustering-tools	1
89	zer0int/ComfyUI-Nuke-a-Text-Encoder For SDXL, SD1.5, Flux. Nuke T5 and let CLIP guide Flux.1 on its own! Or let...	+7	24	Experimental	image-semantic-search	25
90	menon92/Bangla-Word2Vec Bangla word2vec using skipgram approach	+7	22	Experimental	word-embedding-implementations	16
91	windsuzu/Joint-Semantic-Phonetic-Embedding We use phonetics as a feature to create a joint semantic-phonetic embedding...	+7	32	Emerging	pretrained-embedding-models	12
92	buckhx/gobert Go Bindings for BERT NLP Models	+7	42	Emerging	vector-database-libraries	107
93	SnowLaboratory/Laravel-Mirror Laravel recommendation engine - take your blog to the next level!	+7	32	Emerging	semantic-search-applications	15
94	biocentral/bio_flutter Working with biological data in flutter.	+7	24	Experimental	clinical-code-embeddings	2
95	YC-wind/embedding_study 中文预训练模型生成字向量学习，测试BERT，ELMO的中文效果	+7	37	Emerging	pretrained-embedding-models	100
96	AidanTilgner/Simple-Vector-Store A simple way to convert and manage files in vector storage.	+7	23	Experimental	vector-database-libraries	10
97	mmarouen/marabou natural language processing and computer vision use cases for non technical user	+7	18	Experimental	nlp-education-courses	2
98	joisino/gnnrecover Code for "Graph Neural Networks can Recover the Hidden Features Solely from...	+7	29	Experimental	graph-node-embeddings	24
99	husniadil/vector-embeddings-qa This repository demonstrates the implementation of text embeddings for...	+7	20	Experimental	vector-database-libraries	2
100	gianlucatruda/FOMO A newsreader app that uses LLM embeddings to semantically prioritise arXiv...	+7	18	Experimental	financial-news-rag	2