Uncategorized Embedding Tools

There are 126 uncategorized tools tracked. The highest-rated is cerul-ai/cerul at 47/100 with 90 stars.

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#	Tool	Score	Tier	Stars	Language
1	cerul-ai/cerul Real-time video search engine for AI agents. Search by meaning across visual...	47	Emerging	90	TypeScript
2	lucidrains/discrete-continuous-embed-readout Embedding and readout for simple multi-categorical and gaussian continuous	46	Emerging	20	Python
3	Hyper3Labs/clawdrive Google Drive for AI agents. Store any file and search by meaning across modalities.	41	Emerging	4	TypeScript
4	BryanChasko/kiro-cli-notes Professional Kiro CLI setup guide based on 10 tutorial videos with proper...	39	Emerging	1	JavaScript
5	ElieElDebs/Good-Karma Good Karma is a SaaS that analyze your Reddit's Post and gives you KPI and Advices	37	Emerging	4	Python
6	hackerlibs/rag-code-sorting-search RAG code sorting search, RAG knowledge organization	37	Emerging	16	Python
7	rsasaki0109/rustclaw Memory search engine with hybrid vector/keyword search, MMR re-ranking, and...	35	Emerging	1	Rust
8	vulture-s/arkiv Local-first media asset manager with AI-powered semantic search. DaVinci...	35	Emerging	7	Python
9	ZengLiangYi/ChatCrystal Crystallize knowledge from AI conversations. Import from Claude Code /...	33	Emerging	15	TypeScript
10	LLMSystems/llm_tools A comprehensive Python toolkit for LLM integration with chat, embeddings,...	33	Emerging	6	Python
11	CloverIris/SeekStar 寻星SeekStar-互联网探索引擎寻星是一种面向未来的浏览器 / 搜索引擎形态构想。通过AI驱动的3D...	32	Emerging	24	HTML
12	gloignon/ALSI ALSI/ILSA is a lexical and syntactic analyzer	29	Experimental	—	R
13	Flissel/la_fungus_search Semantic code search engine — FAISS, EmbeddingGemma, BM25, Streamlit UI	29	Experimental	1	Python
14	NithinGowda67/WebSage-AI-Scraper WebSage is an AI-powered web scraping and analysis platform built with...	28	Experimental	—	Python
15	CH-RAFAY/Semantic-Book-Recommender Semantic book recommendation system using LLM embeddings, zero-shot...	26	Experimental	5	Jupyter Notebook
16	uchebnick/unch Local-first semantic code search for repository annotations via GGUF...	26	Experimental	5	Go
17	Govcraft/crately CLI tool for downloading, vectorizing, and semantically searching Rust crate...	26	Experimental	—	Rust
18	MacPaw/ai-sdk-typescript Official TypeScript SDK for AI Gateway - universal client for browser and...	26	Experimental	2	TypeScript
19	haripatel07/bugreport-ai Production-ready full-stack AI debugging platform with FastAPI, React,...	25	Experimental	1	Python
20	modagavr/tomonome-knowledge-base Structured marketing knowledge base optimized for AI, LLMs, agents, and...	25	Experimental	4	Shell
21	datobueno/goodpoint Open-source tool to extract, organize, search, and cluster PDF highlights...	24	Experimental	—	TypeScript
22	bansal1806/DHUND DHUND — AI-powered missing person recovery system using multimodal vision,...	24	Experimental	—	JavaScript
23	dev-diaries41/sereleum-core Core engine that powers the Sereleum app, providing the indexing, clustering...	24	Experimental	—	Python
24	joungminsung/SemanticFS FUSE-based semantic filesystem — access files by meaning, not paths. 자연어로...	24	Experimental	—	Rust
25	sachinsharma9780/memweave memweave is a zero-infrastructure, async-first Python library that gives AI...	24	Experimental	2	Python
26	sandhya-gunde/data-ingestion-kg-pipeline AI-Based Knowledge Graph and Semantic Search System using TF-IDF, Neo4j, and...	24	Experimental	—	Jupyter Notebook
27	ivanzwb/agent-memory TypeScript library providing persistent memory for AI agents — conversation...	24	Experimental	2	TypeScript
28	Memact/Website Official Website of Memact. (Still under construction)	24	Experimental	2	JavaScript
29	Rookiecoder-jsjs/GraphRAG 一个支持多用户的知识图谱系统，整合 Neo4j 图数据库和 ChromaDB 向量数据库，实现文档知识管理、可视化检索和 RAG 智能问答。	23	Experimental	1	Python
30	nikuscs/scanr 📡 Semantic codebase search + TypeScript structural analysis — embeddings,...	23	Experimental	1	Rust
31	hyeonseo2/glossary-generator Build and maintain bilingual terminology from multilingual documentation...	23	Experimental	1	Python
32	fcys3258/file-search-agent 本地智能文件搜索系统 - 支持语义向量搜索、LLM 自动标签、GUI 界面	23	Experimental	1	Python
33	free-revalution/BoostChain C++ LLM Agent Framework — Build AI agents, chains, and tools with OpenAI,...	23	Experimental	1	C++
34	salonyranjan/RoleRadar 🎯 RoleRadar moves beyond keyword matching. It uses AI Agents and MCP to...	23	Experimental	1	Python
35	KerberosClaw/kc_rag_lab Local-first RAG pipeline, hand-built from scratch — no LangChain, no paid...	23	Experimental	1	Python
36	alsoleg89/ai-knot Agent knowledge layer — extract facts from conversations, store them,...	23	Experimental	1	Python
37	robzilla1738/Memorwise A local, open-source alternative to NotebookLM. Chat with your documents...	23	Experimental	1	TypeScript
38	rdreilly58/momo-mukashi Fast Memory Recall for AI Systems Using Hashing	22	Experimental	—	—
39	urmzd/mnemonist An open ecosystem for tool-agnostic AI agent memory	22	Experimental	—	Rust
40	saagpatel/AssistSupport Local-first IT support assistant — ML intent classification, sub-25ms...	22	Experimental	—	Rust
41	JSLEEKR/memmachine-go Re-implementation of MemMachine in Go — AI agent memory layer with graph...	22	Experimental	—	Go
42	sterben-enec/obsidian-semantic-memory Local-first semantic memory for Obsidian: SQLite + vector search + FTS +...	22	Experimental	—	TypeScript
43	braintied/watchtower Watchtower — Open-source AI coding session intelligence. Auto-captures...	22	Experimental	—	TypeScript
44	heinko/my-emoji-search A locale-aware emoji search experience which will mostly locally in the browser.	22	Experimental	—	TypeScript
45	msalvatti/ai-product-assistant AI-powered multi-tenant SaaS platform where companies manage product...	22	Experimental	—	TypeScript
46	openfihris/openfihris The open index for AI agents. Discover, install, and publish agents, skills,...	22	Experimental	—	TypeScript
47	Evanciel/stellavault Notes die in folders. Stellavault keeps your knowledge alive — 3D knowledge...	22	Experimental	—	TypeScript
48	Aldeia-IT/anytype-rag Semantic search on indexed data from anytype	22	Experimental	—	Python
49	endless-galaxy-studios/neuroloom-sdlc-plugin cc-sdlc process knowledge forgets nothing. Deliverables, playbooks, and...	22	Experimental	—	Python
50	khai-nguyen-dinh/narrafind A hybrid semantic video search engine combining Gemini Vision and OpenAI...	22	Experimental	—	Python
51	saurabhdxt-labs/memory-mesh Local AI continuity for Claude Code - auto-captures sessions, structures...	22	Experimental	—	Python
52	specivo/specivo Your team's knowledge, finally findable. Self-hosted project tracking, wiki,...	22	Experimental	—	Python
53	kingsdigitallab/eb-pre Computing Britannica - Exploratory work	22	Experimental	1	Jupyter Notebook
54	tryAGI/EdenAI C# SDK for the EdenAI API -- unified AI gateway with 500+ models across...	22	Experimental	—	C#
55	cumlaude-hair539/howtouseai Learn AI with clear guides and practical workflows for beginners and...	22	Experimental	—	—
56	omerhananya/marvin Semantic Video Search	22	Experimental	—	Go
57	Liamhbray/second-thoughts An Obsidian plugin that reads your vault, understands the relationships...	22	Experimental	—	TypeScript
58	honlam6/hanyang-course-review-system Data Origin Wording If you need one short sentence about the overall...	22	Experimental	—	TypeScript
59	Nexgale/nexgale-nex Experimental AI-native single-file memory objects for small filesystem-based...	22	Experimental	—	Python
60	senna-lang/Codeatrium Memory palace for AI coding agents — index sessions, recall code context in ~0.2s	22	Experimental	—	Python
61	retospect/acatome-store Paper storage backend for acatome — SQLite/Postgres, vector search, notes	22	Experimental	—	Python
62	antoine126/embedding-from-scratch Entraîner un modèle d'embedding — code source du livre	22	Experimental	—	Python
63	Lumi-node/hermeneutica 3D interactive Bible explorer: 31K verses mapped by semantic meaning, 549K...	22	Experimental	—	Python
64	peteroyce/clipsearch Multi-modal semantic search engine powered by CLIP embeddings. Index images...	22	Experimental	—	Python
65	infektyd/sovereign-memory Local-first memory system for OpenClaw agent swarms. Built by the agents,...	22	Experimental	—	Python
66	RNA4219/affect-wave An affect-expression sidecar for LLMs that infers affect from conversation...	22	Experimental	—	Python
67	meshgraph/meshgraph Open-source organizational memory. Self-hosted. AI-powered. Your code, your...	21	Experimental	—	Python
68	itang1/codenames_cluegiver A terminal-based Codenames solver and game runner.	21	Experimental	—	Python
69	Straying-bodypad392/vemb Embed text, images, audio, video, and PDFs from the command line with vemb,...	21	Experimental	—	Python
70	quentinvespero/podcast_transcription a tool to download, transcript and perform semantic/keyword searches on...	20	Experimental	—	Python
71	iamshrisawant/sorted Sorted (SortedPC) is a privacy-focused, local-first file organization tool...	20	Experimental	—	Python
72	MyronKoch/longterm-memory-macos PostgreSQL + pgvector semantic memory system for Claude with browser...	19	Experimental	—	HTML
73	apex-bridge/dedupkit Semantic deduplication using embeddings	19	Experimental	—	Python
74	K-ShashankChowdary/CivicConnect An AI-powered public grievance and complaint management platform built on...	18	Experimental	—	JavaScript
75	mrlnlms/whatsapp-interaction-analysis End-to-end data science pipeline for WhatsApp conversation analysis —...	18	Experimental	—	Python
76	stxkxs/aws-bedrock-api A Spring Boot application for interacting with AWS Bedrock models for AI...	18	Experimental	1	Shell
77	shrashti-19/PromptPulse PromptPulse is a backend-centric system designed to securely store, manage,...	18	Experimental	—	JavaScript
78	nexy39/semantic-search-document-tool Multi-tool for semantic search	17	Experimental	—	Python
79	dev-diaries41/sereleum Prompt analytics platform that turns real user prompts into actionable insights	16	Experimental	—	TypeScript
80	SachinJangirX/Intelligence-Document-Analysis-System-IDAS Offline Document Intelligence System (IDAS) for Q&A, report generation, and...	16	Experimental	—	Python
81	YOUSEF-ysfxjo/ml-nlp-guide ML & NLP learning guide — Word2Vec, GloVe, FastText comparison on...	16	Experimental	—	Jupyter Notebook
82	nwyrwas/neural-os AI-powered notes app with semantic search using OpenAI embeddings, RAG...	16	Experimental	—	Python
83	phanxuanquang/EmbeddingGemma.NET The .NET library to integrate Google's EmbeddingGemma-300m model into .NET projects	16	Experimental	2	C#
84	pratim4dasude/PDReader Turn PDFs into searchable, conversational knowledge using AI.	15	Experimental	1	Python
85	Ashukr321/ResolveX-AI ResolveX AI is an AI-powered customer support and ticket management system...	15	Experimental	1	—
86	Mohit1234-gif/contextual-vault Local semantic search for your files — powered by Ollama. No API keys. No...	15	Experimental	1	Python
87	shashank2408/Product-Stream Real-time product search pipeline — Kafka, OpenSearch, semantic vector...	15	Experimental	1	Python
88	psmlabs/mem.sh Persistent memory for AI agents. One line to save, one line to recall.	15	Experimental	1	JavaScript
89	tirthas970-cmyk/Ml-verifier-app-streamlit High-Precision Topic Verifier Bot	15	Experimental	1	Python
90	Dhyey2294/westside-ai-chatbot AI-powered shopping chatbot with product search, conversational refinement,...	15	Experimental	1	Python
91	KongaraLikhith/austin-eats AI-powered restaurant discovery platform using Flask and AlloyDB AI....	15	Experimental	1	HTML
92	Jackylwl/nlp-emotion-classifier Text emotion classification project with classical ML and transformer models.	15	Experimental	1	Jupyter Notebook
93	YehezkielG/Locaface-AI-Microservices this repo is AI-Microservices for locaface	15	Experimental	1	Python
94	Chanakya1305/rag-document-qa RAG-based document intelligence platform with Claude AI for accurate Q&A,...	14	Experimental	—	Python
95	sheeryn123/docquery-rag Enterprise document Q&A with RAG, citations, and workspaces	14	Experimental	—	Python
96	Tathagata642/LangChain_Models LangChain learning projects covering LLMs, Chat Models, and Embeddings using...	14	Experimental	—	Python
97	Gabriele-tomai00/UniTS-SQL-RAG Chatbot for the UniTS database: about calendars, events, rooms, courses, subjects	14	Experimental	—	Python
98	BihanBanerjee/holdmind Belief-centric memory AI — chat, extract beliefs, build a knowledge graph...	14	Experimental	—	TypeScript
99	Jainil570/Batman-Ai---Exam-Assistant Why do we fall? So that we can learn to pick our grades back up.	14	Experimental	—	TypeScript
100	Bitwarelabscom/bwmem Memory SDK for AI chatbots — facts, semantic search, emotional capture,...	14	Experimental	—	TypeScript
101	Andre151989/obsidian-lilbee Enhance Obsidian search by indexing deleted files to keep them visible and...	14	Experimental	—	TypeScript
102	Zahidmohd/O2C-Insight-Engine AI-powered NL query engine — ask questions in plain English, get SQL + graph...	14	Experimental	—	JavaScript
103	didulabhanuka/semantic-search Full-stack semantic document search engine — upload PDFs and search them...	14	Experimental	—	JavaScript
104	GabrielCastro1221/sentinel_track_systems Sentinel Track Systems es una plataforma integral que combina IoT (Internet...	14	Experimental	—	JavaScript
105	montanaflynn/image-search Semantic image search TUI powered by Antfly and Gemini multimodal embeddings	14	Experimental	—	Go
106	YOUSEF-ysfxjo/coffee-flavor-map Coffee flavor semantic map — comparing Word2Vec, GloVe, FastText on the same...	14	Experimental	—	Jupyter Notebook
107	oyoai/personal-knowledge-system A prototype system for transforming raw thought streams into a structured,...	14	Experimental	—	Jupyter Notebook
108	kuwacom/infinity-on-legacy-gpu infinityを少し前の世代のGPUで動作さるためのリポジトリ \| Repository to run Infinity on slightly...	14	Experimental	—	Dockerfile
109	Anshuljain-bit/HireLens AI hiring assistant for resume embeddings, semantic job matching, candidate...	14	Experimental	—	Python
110	cirobdomingos-cyber/support-ticket-intelligence Complete end to end support ticket intelligence	14	Experimental	—	Python
111	roberteisenberg/mcp-knowledge-graph Clinical intelligence tool built across 6 phases — demonstrates reducing LLM...	14	Experimental	—	Python
112	Manas-DE-Archieve/archivdin-backend 🚀 Backend for Archive Voice - a FastAPI-powered service for managing...	14	Experimental	—	Python
113	AnnaGals-10/second-brain Build searchable knowledge graphs from Claude conversations with semantic...	14	Experimental	—	Python
114	KesavaAI/rag-azure-nasa Advanced RAG-based QA system using Azure OpenAI & AI Search to answer...	14	Experimental	—	Python
115	KrishChordiya/research-rag A high-performance, full-stack RAG engine featuring image support, FlashRank...	14	Experimental	—	Python
116	Anshu-raj-co/CINEMALYZE-semantic-sentiment-analysis End-to-end NLP system using TF-IDF, cosine similarity, and dual-model...	14	Experimental	—	Python
117	HollyLight28/SynaptoClaw Advanced Cognitive Memory for AI Agents: 7-Channel Hybrid Scoring, Knowledge...	14	Experimental	—	TypeScript
118	Manas-DE-Archieve/archivdin-frontend 🎨 Frontend for Archive Voice - a modern React + Vite interface with ⚡ fast...	14	Experimental	—	JavaScript
119	getreka/reka-plugin Claude Code plugin — RAG-powered AI development with semantic search,...	14	Experimental	—	Shell
120	monkey1901010101/ai-order-status-instagram-bot AI Instagram Chatbot 2026 - Free Customer Support Automation 🤖	14	Experimental	—	—
121	mx6315909/xiaodi-obsidian-brain-pro 拒绝 AI 爹味！这款 Obsidian 插件只记你的原话，不装逼。	14	Experimental	—	Shell
122	virbahu/supply-chain-knowledge-graph Enterprise supply chain knowledge graph for multi-tier supplier...	13	Experimental	—	—
123	cskwork/LEANN-RAG-QUICKSTART Quick-start template for RAG pipeline with LangChain and embeddings	13	Experimental	—	Shell
124	TheKangChen/classes-discovery NYPL Techconnect classes hybrid search (Semantic search + lexical search) demo page.	13	Experimental	—	TypeScript
125	tasnime-bbker/DeepMinds Context-Aware FinCommerce Engine for Smart Discovery & Recommendations \| ...	13	Experimental	—	TypeScript
126	avocatt/kvkk-rag-experiments RAG experiments for Turkish KVKK (data protection) documents	11	Experimental	—	Python