All Embedding Tools

4,013 tools ranked by quality score · Page 2 of 41

Showing 101–200 of 4,013

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#	Tool	Score	Tier	Category	Stars	Language
101	microsoft/kernel-memory Research project. A Memory solution for users, teams, and applications.	49	Emerging	agent-memory-systems	2,139	C#
102	IITH-Compilers/IR2Vec Implementation of IR2Vec, LLVM IR Based Scalable Program Embeddings	49	Emerging	word-embedding-implementations	101	LLVM
103	derrickburns/generalized-kmeans-clustering Production-ready K-Means clustering for Apache Spark with pluggable Bregman...	49	Emerging	embedding-clustering-tools	342	Scala
104	infinilabs/coco-server 🥥 Coco AI Server - Search, Connect, Collaborate, AI-powered Enterprise...	49	Emerging	code-repository-intelligence	134	TypeScript
105	caspianmoon/memoripy An AI memory layer with short- and long-term storage, semantic clustering,...	49	Emerging	agent-memory-architectures	682	Python
106	IntuitionEngineeringTeam/chars2vec Character-based word embeddings model based on RNN for handling real world texts	49	Emerging	word-embedding-implementations	174	Python
107	stephantul/reach Load embeddings and featurize your sentences.	49	Emerging	word-embedding-implementations	31	Python
108	probelabs/probe AI-friendly semantic code search engine for large codebases. Combines...	49	Emerging	code-repository-intelligence	494	Rust
109	pdrm83/sent2vec How to encode sentences in a high-dimensional vector space, a.k.a., sentence...	49	Emerging	word-embedding-vectors	135	Python
110	MaartenGr/PolyFuzz Fuzzy string matching, grouping, and evaluation.	49	Emerging	semantic-search-applications	792	Python
111	insideout10/wordlift-plugin WordLift brings the power of Artificial Intelligence to beautifully organize...	49	Emerging	ai-content-writing	109	PHP
112	snap-stanford/stark (NeurIPS D&B 2024) STaRK: Benchmarking LLM Retrieval on Textual and...	49	Emerging	llm-knowledge-graph-generation	330	Python
113	EU-ECDC/episomer ECDC Early warning tool using social media data.	48	Emerging	icu-patient-risk-prediction	61	R
114	wagtail/wagtail-vector-index Store Wagtail pages & Django models as embeddings in vector databases	48	Emerging	vector-database-libraries	22	Python
115	pingcap/pytidb TiDB AI SDK: Unified Multi-Modal Data Platform for AI Apps & Agents -...	48	Emerging	semantic-search-applications	32	Python
116	olaflaitinen/citysense CitySense is an open-source Python library that bridges geospatial urban...	48	Emerging	academic-research-rag	12	Python
117	KonstantinosPetrakis/esco-skill-extractor Extract ESCO skills and ISCO occupations from texts such as job descriptions or CVs	48	Emerging	resume-job-matching	24	Python
118	AnswerDotAI/ModernBERT Bringing BERT into modernity via both architecture changes and scaling	48	Emerging	pretrained-embedding-models	1,642	Python
119	sashakolpakov/dire-jax DImensionality REduction in JAX	48	Emerging	embedding-visualization-tools	26	Python
120	superduper-io/superduper Superduper: End-to-end framework for building custom AI applications and agents.	48	Emerging	agentic-workflow-orchestration	5,260	Python
121	ddickmann/vllm-factory Production inference for encoder models - ColBERT, GLiNER, ColPali,...	48	Emerging	server	15	Python
122	sbhjt-gr/InferrLM On-device AI for iOS & Android	48	Emerging	llm-orchestration-platforms	66	TypeScript
123	snap-research/GRID GRID: Generative Recommendation with Semantic IDs	48	Emerging	llm-recommendation-systems	609	Python
124	nomic-ai/nomic Nomic Developer API SDK	47	Emerging	embedding-visualization-tools	1,872	Python
125	cerul-ai/cerul Real-time video search engine for AI agents. Search by meaning across visual...	47	Emerging	—	90	TypeScript
126	Santosh-Gupta/SpeedTorch Library for faster pinned CPU <-> GPU transfer in Pytorch	47	Emerging	pretrained-embedding-models	683	Python
127	AKSW/sante The Ontology, Dataset and Knowledge Search Engine	47	Emerging	wikipedia-semantic-search	26	Java
128	Azure-Samples/azure-ai-document-processing-samples A collection of samples demonstrating techniques for processing documents...	47	Emerging	generative-ai-learning	119	Bicep
129	gweidart/rs-bpe A ridiculously fast Python BPE (Byte Pair Encoder) implementation written in Rust	47	Emerging	bpe-tokenizers	37	Python
130	kelindar/search Go library for embedded vector search and semantic embeddings using llama.cpp	47	Emerging	vector-database-libraries	528	Go
131	pinecone-io/pinecone-datasets An open-source dataset library for pre-embedded dataset: create your own...	47	Emerging	semantic-search-applications	34	Python
132	Hyper3Labs/HyperView HyperView curates datasets and provides model introspection in hyperbolic...	47	Emerging	embedding-visualization-tools	16	Python
133	abhilash1910/ClusterTransformer Topic clustering library built on Transformer embeddings and cosine...	47	Emerging	embedding-clustering-tools	44	Python
134	vinid/cade Compass-aligned Distributional Embeddings. Align embeddings from different corpora	47	Emerging	domain-specific-embeddings	42	Python
135	embeddings-benchmark/results Data for the MTEB leaderboard	47	Emerging	embedding-evaluation-benchmarks	47	Python
136	alexshtf/torchcurves Parametric differentiable curves with PyTorch for continuous embeddings,...	47	Emerging	embedding-visualization-tools	53	Python
137	amirivojdan/shekar Simplifying Persian NLP for Modern Applications	47	Emerging	nlp-education-courses	61	Python
138	Terronex-dev/aifbin-pro AIF-BIN Pro — Professional AI Memory Management with Semantic Search	47	Emerging	personal-knowledge-management	2	Python
139	alexklibisz/elastiknn Elasticsearch plugin for nearest neighbor search. Store vectors and run...	47	Emerging	semantic-search-frameworks	391	Scala
140	ferencberes/online-node2vec Node Embeddings in Dynamic Graphs	47	Emerging	graph-node-embeddings	57	Jupyter Notebook
141	similigh/simili-bot AI-powered GitHub issue intelligence - semantic duplicate detection,...	47	Emerging	agentic-workflow-orchestration	137	Go
142	yusufhilmi/client-vector-search A client side vector search library that can embed, store, search, and cache...	47	Emerging	vector-database-libraries	229	TypeScript
143	twang2218/vocab-coverage 语言模型中文认知能力分析	47	Emerging	pretrained-embedding-models	236	Python
144	estebanpdl/osintgpt An open-source intelligence (OSINT) analysis tool leveraging GPT-powered...	46	Emerging	embedding-api-providers	498	Python
145	amansrivastava17/embedding-as-service One-Stop Solution to encode sentence to fixed length vectors from various...	46	Emerging	self-hosted-embedding-servers	210	Python
146	eugeneyan/ml-surveys 📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs,...	46	Emerging	graph-node-embeddings	2,881	—
147	choihyunsus/n2-mimir AI Experience Learning Engine — AI agents remember, but don't learn. Mimir...	46	Emerging	agent-memory-systems	4	TypeScript
148	LongxingTan/open-retrievals All-in-One: Text Embedding, Retrieval, Reranking and RAG in Transformers	46	Emerging	rag-techniques-frameworks	74	Python
149	IlyasMoutawwakil/py-txi A Python wrapper around HuggingFace's TGI (text-generation-inference) and...	46	Emerging	self-hosted-embedding-servers	32	Python
150	vezlo/assistant-server AI Assistant Server	46	Emerging	agentic-workflow-orchestration	2	TypeScript
151	langformers/langformers 🚀 Unified NLP Pipelines for Language Models	46	Emerging	transformer-architecture-education	19	Python
152	voyage-ai/voyageai-python Voyage AI Official Python Library	46	Emerging	embedding-api-providers	93	Python
153	lucidrains/discrete-continuous-embed-readout Embedding and readout for simple multi-categorical and gaussian continuous	46	Emerging	—	20	Python
154	raphaelsty/neural-cherche Neural Search	46	Emerging	semantic-search-applications	367	Python
155	milvus-io/milvus-model A library integrating embedding and reranker models from OpenAI,...	46	Emerging	hybrid-search-rag	59	Python
156	Dicklesworthstone/frankensearch Two-tier hybrid search for Rust: sub-millisecond initial results via...	46	Emerging	local-semantic-search	41	Rust
157	slicenferqin/universal-memory-mcp 超级个人助理 - 通用、跨项目、100%本地私有的AI记忆系统（基于MCP协议）- Super personal assistant for any...	46	Emerging	agent-memory-systems	3	TypeScript
158	jkrukowski/swift-embeddings Run embedding models locally in Swift using MLTensor.	45	Emerging	self-hosted-embedding-servers	139	Swift
159	SemBench/SemBench Benchmarking Semantic Query Processing Engines	45	Emerging	domain-specific-benchmarks	51	Python
160	debnsuma/fcc-ai-engineering-aws A Practical Course on Embeddings, RAG, Multimodal Models, and Agents with...	45	Emerging	postgres-vector-rag	194	Jupyter Notebook
161	baidubce/bce-qianfan-sdk Provide best practices for LMOps, as well as elegant and convenient access...	45	Emerging	llm-orchestration-platforms	383	Jupyter Notebook
162	openviglet/turing :sparkles: :dna: Turing ES - Enterprise Search, Semantic Navigation, Chatbot...	45	Emerging	semantic-search-backends	67	Java
163	deepset-ai/haystack-demos Fully working applications that demonstrate how to use Haystack to implement...	45	Emerging	semantic-search-applications	135	Python
164	md-experiments/picture_text Interactive tree-maps with SBERT & Hierarchical Clustering (HAC)	45	Emerging	embedding-clustering-tools	30	Python
165	mantisfury/ArkhamMirror Local-first AI-powered document intelligence platform for investigative journalism	45	Emerging	personal-knowledge-management	371	Python
166	one-bit/oc-mnemoria Persistent shared memory (hive mind) for OpenCode agents, powered by the...	45	Emerging	agent-memory-systems	8	TypeScript
167	MilaNLProc/honest A Python package to compute HONEST, a score to measure hurtful sentence...	45	Emerging	embedding-evaluation-benchmarks	21	Python
168	jared-goering/ultramemory Local-first AI memory engine with relational versioning, temporal grounding,...	45	Emerging	agent-memory-systems	2	Python
169	sebischair/Lbl2Vec Lbl2Vec learns jointly embedded label, document and word vectors to retrieve...	45	Emerging	word-embedding-vectors	187	Python
170	Terronex-dev/aifbin-lite AIF-BIN Lite — Free & Open Source CLI for AI Memory Files	45	Emerging	personal-knowledge-management	1	Python
171	datastax/astra-db-java Java Client for Data API	44	Emerging	semantic-search-applications	14	Java
172	mims-harvard/nimfa Nimfa: Nonnegative matrix factorization in Python	44	Emerging	graph-node-embeddings	557	Python
173	jiegzhan/multi-class-text-classification-cnn Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model...	44	Emerging	text-classification-sentiment	426	Python
174	natasha/navec Compact high quality word embeddings for Russian language	44	Emerging	word-embedding-implementations	216	Python
175	fresh-stack/freshstack This repository helps you evaluate your models on the FreshStack benchmark!	44	Emerging	embedding-evaluation-benchmarks	33	Python
176	Hironsan/bertsearch Elasticsearch with BERT for advanced document search.	44	Emerging	bert-model-frameworks	898	Python
177	Praful932/Kitabe Book Recommendation System built for Book Lovers📖. Simply Rate ⭐ some books...	44	Emerging	book-recommendation-systems	181	HTML
178	SireJeff/k0ntext AI Context Engineering - Intelligent context for Claude, Copilot, Cline, and...	44	Emerging	code-repository-intelligence	5	TypeScript
179	mims-harvard/decagon Graph convolutional neural network for multirelational link prediction	44	Emerging	graph-node-embeddings	469	Jupyter Notebook
180	ALucek/QuicKB Optimize Document Retrieval with Fine-Tuned KnowledgeBases	44	Emerging	retrieval-ranking-fusion	183	Python
181	raphaelsty/cherche Neural Search	44	Emerging	wikipedia-semantic-search	333	Python
182	omoindrot/tensorflow-triplet-loss Implementation of triplet loss in TensorFlow	44	Emerging	embedding-visualization-tools	1,130	Python
183	jina-ai/examples Jina examples and demos to help you get started	44	Emerging	self-hosted-embedding-servers	463	Python
184	hamelsmu/code_search Code For Medium Article: "How To Create Natural Language Semantic Search for...	44	Emerging	semantic-search-applications	490	Jupyter Notebook
185	jiegzhan/multi-class-text-classification-cnn-rnn Classify Kaggle San Francisco Crime Description into 39 classes. Build the...	44	Emerging	text-classification-sentiment	601	Python
186	amzn/pecos PECOS - Prediction for Enormous and Correlated Spaces	43	Emerging	academic-thesis-repositories	541	Python
187	benedekrozemberczki/graph2vec A parallel implementation of "graph2vec: Learning Distributed...	43	Emerging	graph-neural-networks	933	Python
188	shibing624/TreeSearch TreeSearch: Structure-aware document retrieval without embeddings....	43	Emerging	self-hosted-rag-platforms	75	Python
189	ProviderProtocol/ai 0-DEP AI DX SDK	43	Emerging	llm-orchestration-platforms	3	TypeScript
190	freelawproject/inception Our microservice for generating embeddings from blocks of text	43	Emerging	self-hosted-embedding-servers	33	Python
191	BernhoferM/TMbed Transmembrane proteins predicted through Language Model embeddings	43	Emerging	protein-language-models	46	Python
192	ina-foss/twembeddings Sentence embeddings for unsupervised event detection in the Twitter stream:...	43	Emerging	domain-specific-embeddings	33	Jupyter Notebook
193	n24q02m/qwen3-embed Lightweight ONNX inference for Qwen3 embedding and reranking models	43	Emerging	self-hosted-embedding-servers	1	Python
194	poloclub/wizmap Explore and interpret large embeddings in your browser with interactive...	43	Emerging	embedding-visualization-tools	523	TypeScript
195	kaushalshetty/Structured-Self-Attention A Structured Self-attentive Sentence Embedding	43	Emerging	attention-mechanism-implementations	494	Python
196	realityinspector/waivelets-v0.1 Wavelet-derived structural fingerprints for text. MiniLM embeddings →...	43	Emerging	model	2	Python
197	vectara/react-search UI widget for adding semantic search to your React UI in just a few lines of code	43	Emerging	semantic-search-frontends	69	TypeScript
198	mims-harvard/ClinVec ClinVec: Unified Embeddings of Clinical Codes Enable Knowledge-Grounded AI...	43	Emerging	clinical-code-embeddings	83	Jupyter Notebook
199	towhee-io/examples Analyze the unstructured data with Towhee, such as reverse image search,...	43	Emerging	semantic-search-applications	520	Jupyter Notebook
200	M9nx/CodexA Codexa is a local semantic code intelligence CLI designed to help AI...	43	Emerging	code-repository-intelligence	18	Python

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