Uncategorized Embedding Tools

There are 294 uncategorized tools tracked. 2 score above 50 (established tier). The highest-rated is tetherto/qvac at 54/100 with 63 stars.

Get all 294 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=embeddings&subcategory=uncategorized&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	tetherto/qvac QVAC - Local AI SDK and libraries for building private, cross-platform,...	54	Established	63	JavaScript
2	sysid/bkmr A Unified CLI Tool for Bookmark, Snippet, and Knowledge Management	53	Established	246	Rust
3	cerul-ai/cerul Real-time video search engine for AI agents. Search by meaning across visual...	49	Emerging	90	TypeScript
4	joshuaswarren/remnic Local-first memory plugin for OpenClaw AI agents. LLM-powered extraction,...	49	Emerging	53	TypeScript
5	amarpatel-xx/generator-jhipster-ai-postgresql JHipster blueprint that enhances entity relationships by displaying multiple...	42	Emerging	1	EJS
6	teranos/QNTX QNTX = Experiential ꩜ Learning ⌬ System ≡ Attestation +	42	Emerging	3	Go
7	MakiDevelop/knowledge-pipeline Stop feeding your RAG garbage. A zero-framework, 6-layer deterministic...	41	Emerging	10	Python
8	robzilla1738/Memorwise A local, open-source alternative to NotebookLM. Chat with your documents...	40	Emerging	1	TypeScript
9	elbruno/ElBruno.LocalLLMs C# local LLM chat completions library using ONNX Runtime, compatible with...	40	Emerging	7	C#
10	BryanChasko/kiro-cli-notes Professional Kiro CLI setup guide based on 10 tutorial videos with proper...	39	Emerging	1	JavaScript
11	alsoleg89/ai-knot Agent knowledge layer — extract facts from conversations, store them,...	38	Emerging	1	Python
12	zlaabsi/turboquant-wasm TurboQuant vector quantization for browser and edge runtimes	38	Emerging	2	JavaScript
13	danilodevhub/turboquant-js TypeScript implementation of Google's TurboQuant algorithm for near-optimal...	37	Emerging	1	TypeScript
14	lucidrains/discrete-continuous-embed-readout Embedding and readout for simple multi-categorical and gaussian continuous	37	Emerging	20	Python
15	ElieElDebs/Good-Karma Good Karma is a SaaS that analyze your Reddit's Post and gives you KPI and Advices	37	Emerging	4	Python
16	hackerlibs/rag-code-sorting-search RAG code sorting search, RAG knowledge organization	37	Emerging	16	Python
17	orkait/graphstore Memory infrastructure for AI agents!! store, recall by meaning or...	36	Emerging	2	Python
18	samzong/Recall Local-first TUI for searching AI coding session history across Claude Code,...	35	Emerging	1	Rust
19	vulture-s/arkiv Local-first media asset manager with AI-powered semantic search. DaVinci...	35	Emerging	7	Python
20	rsasaki0109/rustclaw Memory search engine with hybrid vector/keyword search, MMR re-ranking, and...	35	Emerging	1	Rust
21	elbruno/elbruno.localembeddings .NET library for local embedding generation using ONNX and Microsoft.Extensions.AI	34	Emerging	23	C#
22	retran/meowary AI-powered work journal template for software developers. PARA structure,...	34	Emerging	22	JavaScript
23	Hyper3Labs/clawdrive Google Drive for AI agents. Store any file and search by meaning across modalities.	34	Emerging	4	TypeScript
24	ZengLiangYi/ChatCrystal Crystallize knowledge from AI conversations. Import from Claude Code /...	33	Emerging	15	TypeScript
25	LLMSystems/llm_tools A comprehensive Python toolkit for LLM integration with chat, embeddings,...	33	Emerging	6	Python
26	MushroomFleet/djz-Aesthetic-Embeddings Curated aesthetic embedding collection for Stable Diffusion — style...	32	Emerging	12	—
27	amarpatel-xx/generator-jhipster-cassandra JHipster blueprint for advanced Apache Cassandra support — composite primary...	31	Emerging	—	EJS
28	alez007/modelship Self-hosted, multi-model AI inference server. Run LLMs, TTS, STT,...	30	Emerging	2	Python
29	amarpatel-xx/jhipster-ai-postgresql-example This code was generated using the JHipster blueprint...	29	Experimental	—	TypeScript
30	gloignon/ALSI ALSI/ILSA is a lexical and syntactic analyzer	29	Experimental	—	R
31	Flissel/la_fungus_search Semantic code search engine — FAISS, EmbeddingGemma, BM25, Streamlit UI	29	Experimental	1	Python
32	amarpatel-xx/jhipster-cassandra-example An example JHipster application generated with the...	29	Experimental	—	TypeScript
33	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...	28	Experimental	24	HTML
34	Govcraft/crately CLI tool for downloading, vectorizing, and semantically searching Rust crate...	28	Experimental	—	Rust
35	NithinGowda67/WebSage-AI-Scraper WebSage is an AI-powered web scraping and analysis platform built with...	28	Experimental	—	Python
36	villagesql/vsql-ai AI prompting and text embeddings in MySQL via Claude, Gemini, OpenAI, Ollama	27	Experimental	3	C++
37	spearzy/Axiom Deterministic fluent assertions for .NET tests with batching, analyzers,...	27	Experimental	3	C#
38	egwajnphoiu/Semantic-Gate-IP-Core Enforce semantic integrity in LLM outputs with a hardware IP core that...	26	Experimental	—	HTML
39	dev-diaries41/sereleum-core Core engine that powers the Sereleum app, providing the indexing, clustering...	26	Experimental	—	Python
40	wh1le/better-web Terminal tool for cutting through SEO and AI noise. Scrape, Score, Digest,...	26	Experimental	6	Python
41	uchebnick/unch Local-first semantic code search for repository annotations via GGUF...	26	Experimental	5	Go
42	CH-RAFAY/Semantic-Book-Recommender Semantic book recommendation system using LLM embeddings, zero-shot...	26	Experimental	5	Jupyter Notebook
43	MacPaw/ai-sdk-typescript Official TypeScript SDK for AI Gateway - universal client for browser and...	26	Experimental	2	TypeScript
44	raimonvibe/chatbot-java-spring-ai Christian AI Chatbots with Biblical Wisdom. Transform your ministry or...	26	Experimental	—	Java
45	archmaxai/archmax A semantic layer for your databases. Describe your data once, let AI agents...	26	Experimental	7	TypeScript
46	activeloopai/hivemind Hivemind is a plugin for Claude Code, Codex and OpenClaw to add persistent...	25	Experimental	4	JavaScript
47	heitor-am/docsmith-agent RAG agent with LangGraph for document intelligence — semantic search,...	25	Experimental	1	Python
48	anetrebskii/llmdex Local semantic search for your codebase. No API keys, no cloud. Built for...	25	Experimental	4	Python
49	jayzeng/agentmemory agentmemory: persistent memory for coding agents (Claude Code, OpenAI Codex,...	25	Experimental	1	TypeScript
50	modagavr/tomonome-knowledge-base Structured marketing knowledge base optimized for AI, LLMs, agents, and...	25	Experimental	4	Shell
51	haripatel07/bugreport-ai Production-ready full-stack AI debugging platform with FastAPI, React,...	25	Experimental	1	Python
52	datobueno/goodpoint Open-source tool to extract, organize, search, and cluster PDF highlights...	24	Experimental	—	TypeScript
53	nitin27may/e-commerce-agents 6 specialized AI agents collaborating via A2A protocol to power e-commerce —...	24	Experimental	2	TypeScript
54	bansal1806/DHUND DHUND — AI-powered missing person recovery system using multimodal vision,...	24	Experimental	—	JavaScript
55	retospect/acatome-store Paper storage backend for acatome — SQLite/Postgres, vector search, notes	24	Experimental	—	Python
56	Imadberkani/sysrag A modular retrieval-augmented pipeline for question answering on recent BBC News.	24	Experimental	—	Jupyter Notebook
57	sandhya-gunde/data-ingestion-kg-pipeline AI-Based Knowledge Graph and Semantic Search System using TF-IDF, Neo4j, and...	24	Experimental	—	Jupyter Notebook
58	6v17/VideoSeek Local-first semantic video search desktop app with CLIP + FAISS (text/image...	24	Experimental	2	Python
59	sachinsharma9780/memweave memweave is a zero-infrastructure, async-first Python library that gives AI...	24	Experimental	2	Python
60	joungminsung/SemanticFS FUSE-based semantic filesystem — access files by meaning, not paths. 자연어로...	24	Experimental	—	Rust
61	ivanzwb/agent-memory TypeScript library providing persistent memory for AI agents — conversation...	24	Experimental	2	TypeScript
62	Aeslo/FileManager Smart local file explorer that uses machine learning to automatically...	24	Experimental	—	Jupyter Notebook
63	myersm0/what-was-said A framework for storage, retrieval, inference, and temporal reasoning over...	24	Experimental	—	Rust
64	Memact/Website Official Website of Memact. (Still under construction)	24	Experimental	2	JavaScript
65	christianfitaram/api-semantic Semantic API for embedding-based retrieval and vector similarity search,...	24	Experimental	—	Python
66	urantia-hub/api.urantia.dev API for the Urantia Papers — full-text search, semantic search, entities,...	24	Experimental	—	TypeScript
67	AD-Styles/nlp-semantic-search "A Semantic Search system utilizing Sentence-Transformers and Cosine...	23	Experimental	1	Python
68	nikuscs/scanr 📡 Semantic codebase search + TypeScript structural analysis — embeddings,...	23	Experimental	1	Rust
69	zlaabsi/turboquant-embed TurboQuant embedding compression and RAG retrieval benchmarks	23	Experimental	1	Python
70	fdsimoes-git/hate-speech-detector Detect hate speech in video/audio using Whisper transcription, multilingual...	23	Experimental	1	Python
71	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
72	MineProject17/sportguard-ai 🛡️ SportGuard AI – Semantic Sports Media Integrity Platform \| Hack2Skill...	23	Experimental	1	JavaScript
73	Ghost-Frame/engram Description: Persistent memory system for AI agents. store, search, and...	23	Experimental	1	TypeScript
74	raya-ac/engram cognitive memory system with hybrid retrieval and neural visualization	23	Experimental	1	Python
75	aggarwalkartik/rekall A second brain that builds itself. Your AI tools remember everything you've...	23	Experimental	1	Python
76	CallmeShini/nextjs-docs-rag Open-source agentic RAG for the official Next.js documentation, with...	23	Experimental	1	Python
77	KerberosClaw/kc_rag_lab Local-first RAG pipeline, hand-built from scratch — no LangChain, no paid...	23	Experimental	1	Python
78	nahidprince7/ollama-notes-laravel-package Laravel AI Notes — AI-powered voice & text notes with semantic vector...	23	Experimental	1	PHP
79	ly85206559/memory-path-engine Structured memory for agents: weighted retrieval and replayable evidence paths	23	Experimental	1	Python
80	free-revalution/BoostChain C++ LLM Agent Framework — Build AI agents, chains, and tools with OpenAI,...	23	Experimental	1	C++
81	better-with-models/TinyQuant TinyQuant is a CPU-only vector quantization codec that compresses...	23	Experimental	1	Python
82	WynexLabs/cortex Claude Code plugin for persistent, cross-machine memory. Syncs markdown...	23	Experimental	1	Python
83	salonyranjan/RoleRadar 🎯 RoleRadar moves beyond keyword matching. It uses AI Agents and MCP to...	23	Experimental	1	Python
84	kementbahri/semanticlayer An open-source extraction engine and protocol that cleans up junk HTML in...	23	Experimental	1	TypeScript
85	hyeonseo2/glossary-generator Build and maintain bilingual terminology from multilingual documentation...	23	Experimental	1	Python
86	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
87	Preston2012/demiurge Adaptive memory for AI agents. Quality-gated, refusal-first, cross-model....	23	Experimental	1	TypeScript
88	RyjoxTechnologies/Octopoda-OS The open-source memory operating system for AI agents. Persistent memory,...	22	Experimental	—	Python
89	199-biotechnologies/zerank-2-mlx Fast MLX port of ZeroEntropy zerank-2 cross-encoder reranker. 10x faster...	22	Experimental	—	Python
90	Straying-bodypad392/vemb Embed text, images, audio, video, and PDFs from the command line with vemb,...	22	Experimental	—	Python
91	Nowhitestar/openclaw-memory-palace A local-first memory upgrade for OpenClaw with semantic retrieval, link...	22	Experimental	—	Python
92	ghostmountain3/gemma_web_cli A search-enabled local CLI assistant for Ollama Gemma models. It keeps...	22	Experimental	—	Python
93	erayaydn0/obsidian-vault-search Hybrid semantic search plugin for Obsidian. BM25 + on-device vector...	22	Experimental	—	TypeScript
94	magicpro97/copilot-session-knowledge Turn your AI coding sessions into a searchable knowledge base. FTS5 +...	22	Experimental	—	Python
95	riyonp23/Probe CLI tool that indexes any codebase into a local vector database and answers...	22	Experimental	—	TypeScript
96	DanielCardonaRojas/codemark A structural code bookmarking system for humans and agents	22	Experimental	—	Rust
97	Harry-Zhao-AU/ResumeGraph HR skill graph tool — generates fake pdf resumes, extracts employee-skill...	22	Experimental	—	Python
98	BlackRoadOS/roadview Sovereign search engine. G(n) calculator, fact-checking, blockchain verification.	22	Experimental	—	JavaScript
99	Adityansh-Chand/enterprise-rag-knowledge-system Modular RAG pipeline with semantic retrieval, reranking abstraction,...	22	Experimental	—	Python
100	cbwinslow/nautalis Universal AI Agent Memory & Orchestration Platform	22	Experimental	—	TypeScript
101	Yukigeshiki/document-query-engine-python A hybrid RAG system powered by LlamaIndex, Neo4j, and pgvector - handles...	22	Experimental	—	Python
102	moosenet-io/lumina-engram Semantic memory system for autonomous agents — sqlite-vec, 1536-dim embeddings	22	Experimental	—	—
103	willfanguy/obsidian-vault-mcp MCP server for semantic search over an Obsidian vault using LanceDB and...	22	Experimental	—	Python
104	YIING99/knowmine-claude-plugin KnowMine Claude Code Plugin — personal knowledge base with semantic search via MCP	22	Experimental	—	—
105	Rohan-Boddu/mmf Lightweight RAG-style AI system using TF-IDF, dynamic learning, and document...	22	Experimental	—	Python
106	stasinosntaveas/smart_notepad RAG-based note system with TF-IDF, embeddings, FAISS, and LLM answers	22	Experimental	—	Python
107	luannamorim/docquery Production-ready RAG system for technical documentation with hybrid...	22	Experimental	—	Python
108	GOPIKA372/endee AI-powered codebase assistant using RAG, embeddings, and semantic search	22	Experimental	—	Python
109	AI-Nikitka93/ai-second-brain-bot Telegram second-brain bot on Cloudflare Workers with AI summaries, OCR,...	22	Experimental	—	TypeScript
110	Datasculptures/reduction-quality-bench RQB is a command-line tool that measures how faithfully a dimensionality...	22	Experimental	—	Python
111	koltyakov/quant Local-first RAG index that watches your files and serves MCP semantic search	22	Experimental	—	Go
112	kahramanfaruk/AIAgentLab Modular RAG Q&A system for answering questions over documents with local...	22	Experimental	—	Python
113	koray-kaya/hybrid-search-benchmark Hybrid search (BM25 + dense retrieval + RRF) benchmarked on 3,153 Swiss...	22	Experimental	—	Python
114	Columba1198/EgaraNet-Demo This directory contains the Web Demo for EgaraNet, implemented as a React...	22	Experimental	—	JavaScript
115	Amylalcoholfinance405/Claude-Code-Skill-handwriting-to-latex Convert handwritten notes and scanned PDFs into clean, Overleaf-ready LaTeX...	22	Experimental	—	—
116	nlink-jp/gem-rag Gemini-powered RAG CLI for Markdown documents — index, search, and answer...	22	Experimental	—	Python
117	codegraph-ai/CodeGraph CodeGraph builds a semantic graph of your codebase — functions, classes,...	22	Experimental	—	C
118	Datasculptures/Latent-Language-Explorer-v2 There are ideas that exist but do not have words. Not because they are vague...	22	Experimental	—	Python
119	Atum246/memoryhub 🧠 Persistent memory for AI agents. One API. Every agent remembers. Long-term...	22	Experimental	—	Python
120	tpriyadata/Hands-on-large-language-models Code, notebooks, and exercises following the book 'Hands-On Large Language...	22	Experimental	—	—
121	significant-mi454/n2-QLN Route semantic tool requests through one MCP router to simplify AI access to...	22	Experimental	—	TypeScript
122	Anne4188/semantic-kg-ai The system ranks semantic hyponyms using both graph proximity and...	22	Experimental	—	Java
123	Aashishh1/ml4llm 50 ML Projects to Understand LLMs	22	Experimental	—	Jupyter Notebook
124	Eric-meiyan/picseek Local image semantic search powered by Chinese-CLIP. Search your photos with...	22	Experimental	—	Python
125	numarulunu/kontext Persistent context for Claude Code. Your history is my edge.	22	Experimental	—	Python
126	AdelElo13/neurohive Multi-agent memory intelligence — shared knowledge, expertise tracking, and...	22	Experimental	—	TypeScript
127	Zhanassy1/enterprise-copilot Self-hostable B2B AI workspace: semantic search & RAG chat over PDF/DOCX...	22	Experimental	—	Python
128	thibaultherve/SynapseAI 🧠 AI-powered research paper platform, import, analyze, and chat with...	22	Experimental	—	Python
129	Omkar-ratzar/Gnosis A lightweight semantic search engine	22	Experimental	—	Python
130	RNA4219/affect-wave An affect-expression sidecar for LLMs that infers affect from conversation...	22	Experimental	—	Python
131	infektyd/sovereign-memory Local-first memory system for OpenClaw agent swarms. Built by the agents,...	22	Experimental	—	Python
132	peteroyce/clipsearch Multi-modal semantic search engine powered by CLIP embeddings. Index images...	22	Experimental	—	Python
133	Lumi-node/hermeneutica 3D interactive Bible explorer: 31K verses mapped by semantic meaning, 549K...	22	Experimental	—	Python
134	AhmedToto23/Arabic-Audio-Search-Engine AI-powered semantic search inside Arabic audio using Whisper + FAISS + Streamlit	22	Experimental	—	Jupyter Notebook
135	antoine126/embedding-from-scratch Entraîner un modèle d'embedding — code source du livre	22	Experimental	—	Python
136	senna-lang/Codeatrium Memory palace for AI coding agents — index sessions, recall code context in ~0.2s	22	Experimental	—	Python
137	Nexgale/nexgale-nex Experimental AI-native single-file memory objects for small filesystem-based...	22	Experimental	—	Python
138	Virgil-LIBRIA/chambre Chambre Reverberante — moteur de resonance semantique	22	Experimental	—	Go
139	honlam6/hanyang-course-review-system Data Origin Wording If you need one short sentence about the overall...	22	Experimental	—	TypeScript
140	Liamhbray/second-thoughts An Obsidian plugin that reads your vault, understands the relationships...	22	Experimental	—	TypeScript
141	omerhananya/marvin Semantic Video Search	22	Experimental	—	Go
142	Delibread0601/askaipods Search AI podcast quotes by topic — find what Lex Fridman, Dwarkesh Patel,...	22	Experimental	—	JavaScript
143	cumlaude-hair539/howtouseai Learn AI with clear guides and practical workflows for beginners and...	22	Experimental	—	—
144	pashunechka/inferis-ml Worker pool for running AI models in the browser — WebGPU/WASM...	22	Experimental	—	TypeScript
145	tryAGI/EdenAI C# SDK for the EdenAI API -- unified AI gateway with 500+ models across...	22	Experimental	—	C#
146	kingsdigitallab/eb-pre Computing Britannica - Exploratory work	22	Experimental	1	Jupyter Notebook
147	specivo/specivo Your team's knowledge, finally findable. Self-hosted project tracking, wiki,...	22	Experimental	—	Python
148	saurabhdxt-labs/memory-mesh Local AI continuity for Claude Code - auto-captures sessions, structures...	22	Experimental	—	Python
149	khai-nguyen-dinh/narrafind A hybrid semantic video search engine combining Gemini Vision and OpenAI...	22	Experimental	—	Python
150	justi/armillary 🔭 Project observatory with AI integration — one terminal command, one...	22	Experimental	—	Python
151	endless-galaxy-studios/neuroloom-sdlc-plugin cc-sdlc process knowledge forgets nothing. Deliverables, playbooks, and...	22	Experimental	—	Python
152	Aldeia-IT/anytype-rag Semantic search on indexed data from anytype	22	Experimental	—	Python
153	Evanciel/stellavault Notes die in folders. Stellavault keeps your knowledge alive — 3D knowledge...	22	Experimental	—	TypeScript
154	openfihris/openfihris The open index for AI agents. Discover, install, and publish agents, skills,...	22	Experimental	—	TypeScript
155	msalvatti/ai-product-assistant AI-powered multi-tenant SaaS platform where companies manage product...	22	Experimental	—	TypeScript
156	heinko/my-emoji-search A locale-aware emoji search experience which will mostly locally in the browser.	22	Experimental	—	TypeScript
157	braintied/watchtower Watchtower — Open-source AI coding session intelligence. Auto-captures...	22	Experimental	—	TypeScript
158	sterben-enec/obsidian-semantic-memory Local-first semantic memory for Obsidian: SQLite + vector search + FTS +...	22	Experimental	—	TypeScript
159	JSLEEKR/memmachine-go Re-implementation of MemMachine in Go — AI agent memory layer with graph...	22	Experimental	—	Go
160	saagpatel/AssistSupport Local-first IT support assistant — ML intent classification, sub-25ms...	22	Experimental	—	Rust
161	urmzd/mnemonist An open ecosystem for tool-agnostic AI agent memory	22	Experimental	—	Rust
162	rdreilly58/momo-mukashi Fast Memory Recall for AI Systems Using Hashing	22	Experimental	—	—
163	Shaisolaris/ai-rag-system RAG system — document chunking, OpenAI embeddings, vector store, cosine...	22	Experimental	—	Python
164	xiaojiou176-open/agent-exporter Local-first Rust CLI and archive workbench for AI agent transcripts, archive...	22	Experimental	—	Rust
165	meshgraph/meshgraph Open-source organizational memory. Self-hosted. AI-powered. Your code, your...	22	Experimental	—	Python
166	Javihaus/cert-langchain CERT hallucination detection for LangChain and LangSmith — embedding...	22	Experimental	—	Python
167	Raffaele86/rag-brain-mcp Production-grade MCP server for knowledge management with semantic search,...	22	Experimental	—	Python
168	Shaisolaris/ai-openai-pipeline OpenAI pipeline — streaming chat, function calling, tool use, embeddings,...	22	Experimental	—	Python
169	Columba1198/EgaraNet Train and run inference with EgaraNet, a model that encodes illustration art...	22	Experimental	—	Python
170	Tox1469/embed-search Semantic search with pgvector and OpenAI embeddings	21	Experimental	—	TypeScript
171	anthril/cloudflare-worker-templates Production-ready Cloudflare Worker templates: Twilio Voice Agent (OpenAI...	21	Experimental	—	TypeScript
172	itang1/codenames_cluegiver A terminal-based Codenames solver and game runner.	21	Experimental	—	Python
173	adi2355/multi-source-rag-pipeline Multi-source RAG pipeline with hybrid vector + keyword retrieval,...	21	Experimental	—	HTML
174	quentinvespero/podcast_transcription a tool to download, transcript and perform semantic/keyword searches on...	20	Experimental	—	Python
175	quentinvespero/voxearch a tool to download, transcribe and perform semantic/keyword searches on...	20	Experimental	—	Python
176	iamshrisawant/sorted Sorted (SortedPC) is a privacy-focused, local-first file organization tool...	20	Experimental	—	Python
177	07Codex07/Reel2Retail AI pipeline that detects fashion items in short videos, matches them to a...	20	Experimental	—	—
178	MyronKoch/longterm-memory-macos PostgreSQL + pgvector semantic memory system for Claude with browser...	19	Experimental	—	HTML
179	apex-bridge/dedupkit Semantic deduplication using embeddings	19	Experimental	—	Python
180	cliffordnwanna/JOB_HUNTER Enterprise-grade job matching platform using a Hybrid Matching Engine...	19	Experimental	1	Jupyter Notebook
181	AndyyyYuuu/neologisms LLMs have words for things humans don't.	18	Experimental	—	Python
182	K-ShashankChowdary/CivicConnect An AI-powered public grievance and complaint management platform built on...	18	Experimental	—	JavaScript
183	shrashti-19/PromptPulse PromptPulse is a backend-centric system designed to securely store, manage,...	18	Experimental	—	JavaScript
184	dev-diaries41/sereleum Prompt analytics platform that turns real user prompts into actionable insights	18	Experimental	—	TypeScript
185	MomenMushtaha/MessageAI WhatsApp clone for iOS with built-in AI. Summarizes conversations, extracts...	18	Experimental	—	Swift
186	yinanli1917-cloud/searching-apple-notes Search Apple Notes semantically with Claude Code. BGE-M3 embeddings,...	18	Experimental	—	Python
187	mrlnlms/whatsapp-interaction-analysis End-to-end data science pipeline for WhatsApp conversation analysis —...	18	Experimental	—	Python
188	stxkxs/aws-bedrock-api A Spring Boot application for interacting with AWS Bedrock models for AI...	18	Experimental	1	Shell
189	199-biotechnologies/engram-2 Persistent memory for AI agents. Single Rust CLI, hybrid Gemini + FTS5 + RRF...	17	Experimental	3	Rust
190	pbuitragoa33/Knowledge-Base-Curator-Agent AI-powered curation agent for dynamic university courses or subjects. Uses...	17	Experimental	1	Python
191	nexy39/semantic-search-document-tool Multi-tool for semantic search	17	Experimental	—	Python
192	uw-math-ai/theorem-search-app Theorem Search App	17	Experimental	1	TypeScript
193	YehezkielG/Locaface-AI-Microservices this repo is AI-Microservices for locaface	17	Experimental	1	Python
194	ABDELRAHMAN-ELRAYES/Vai An AI Documents Knowledge Assistant, RAG pipeline.	16	Experimental	—	TypeScript
195	nwyrwas/neural-os AI-powered notes app with semantic search using OpenAI embeddings, RAG...	16	Experimental	—	Python
196	YOUSEF-ysfxjo/ml-nlp-guide ML & NLP learning guide — Word2Vec, GloVe, FastText comparison on...	16	Experimental	—	Jupyter Notebook
197	innov8ideas4u-alt/sovereign-memory-mcp Local-first MCP memory server with pgvector, hybrid retrieval, and nightly...	16	Experimental	—	Python
198	Gabriele-tomai00/UniTS-SQL-RAG Chatbot for the UniTS database: about calendars, events, rooms, courses, subjects	16	Experimental	—	Python
199	HollyLight28/SynaptoClaw Advanced Cognitive Memory for AI Agents: 7-Channel Hybrid Scoring, Knowledge...	16	Experimental	—	TypeScript
200	SachinJangirX/Intelligence-Document-Analysis-System-IDAS Offline Document Intelligence System (IDAS) for Q&A, report generation, and...	16	Experimental	—	Python
201	phanxuanquang/EmbeddingGemma.NET The .NET library to integrate Google's EmbeddingGemma-300m model into .NET projects	16	Experimental	2	C#
202	saiteja6006/AI-Invoice-System AI-powered invoice processing system using multi-agent pipeline, RAG, OCR,...	16	Experimental	2	TypeScript
203	pulipakav1/rag_data Semantic search over 37K+ customer review embeddings via ChromaDB + Claude....	16	Experimental	—	Python
204	oliveiradniel/letmeask.web Frontend em React para sistema de IA com RAG, permitindo gravação de áudio...	16	Experimental	—	TypeScript
205	hafsa-imtiaz/Semantic-Search-Module A modular, GUI-based semantic search system built with Streamlit,...	16	Experimental	—	Python
206	oliveiradniel/letmeask.server API de IA com RAG que transforma áudios de salas em conhecimento pesquisável...	16	Experimental	—	TypeScript
207	mariakasimceva0305-ux/hybrid-faq-retrieval-benchmark Стенд для сравнения поиска BM25, векторного поиска, объединения сигналов и...	15	Experimental	1	Python
208	Ashukr321/ResolveX-AI ResolveX AI is an AI-powered customer support and ticket management system...	15	Experimental	1	—
209	matuteiglesias/awesome-automation-for-knowledge-work Patterns, case studies, capabilities, and tools for automating knowledge work.	15	Experimental	1	—
210	kevinmalana/rag-pipeline Minimal RAG pipeline with LangChain + ChromaDB + PDF embeddings	15	Experimental	1	Python
211	V-Dickerson/discord_record_search Entirely AI-coded project intended to explore the strengths & limitations of...	15	Experimental	1	Python
212	stef41/embedding-similarity Cosine similarity and vector operations for embeddings, zero dependencies	15	Experimental	1	Python
213	drew0716/ragcli RAG-in-a-Box CLI — chat with your PDFs, Word docs, and spreadsheets from the...	15	Experimental	1	Python
214	KongaraLikhith/austin-eats AI-powered restaurant discovery platform using Flask and AlloyDB AI....	15	Experimental	1	HTML
215	psmlabs/mem.sh Persistent memory for AI agents. One line to save, one line to recall.	15	Experimental	1	JavaScript
216	shashank2408/Product-Stream Real-time product search pipeline — Kafka, OpenSearch, semantic vector...	15	Experimental	1	Python
217	tirthas970-cmyk/Ml-verifier-app-streamlit High-Precision Topic Verifier Bot	15	Experimental	1	Python
218	stef41/embedding-store In-memory vector store with cosine similarity search	15	Experimental	1	JavaScript
219	Jackylwl/nlp-emotion-classifier Text emotion classification project with classical ML and transformer models.	15	Experimental	1	Jupyter Notebook
220	Mohit1234-gif/contextual-vault Local semantic search for your files — powered by Ollama. No API keys. No...	15	Experimental	1	Python
221	afaizalam2003/aintropy-retrieval-layer Sub-second retrieval middleware with semantic caching and cross-encoder...	15	Experimental	1	Python
222	pratim4dasude/PDReader Turn PDFs into searchable, conversational knowledge using AI.	15	Experimental	1	Python
223	powerfist01/retrieval-augmented-generation A progressive RAG project - from basic vector search to agentic retrieval,...	15	Experimental	1	Python
224	azizhalloul/local-rag Local RAG Engine from scratch using FAISS & Gemma 3 & Ollama	15	Experimental	1	Python
225	Dhyey2294/westside-ai-chatbot AI-powered shopping chatbot with product search, conversational refinement,...	15	Experimental	1	Python
226	muneeb-amir/semantic-product-search-ranking Deep learning-based semantic product search and ranking system using SBERT...	15	Experimental	1	Python
227	jsilvanus/embedeer A Node.js model tool, which supports embedding with batched input, parallel...	14	Experimental	—	JavaScript
228	oyoai/personal-knowledge-system A prototype system for transforming raw thought streams into a structured,...	14	Experimental	—	Jupyter Notebook
229	YOUSEF-ysfxjo/coffee-flavor-map Coffee flavor semantic map — comparing Word2Vec, GloVe, FastText on the same...	14	Experimental	—	Jupyter Notebook
230	montanaflynn/image-search Semantic image search TUI powered by Antfly and Gemini multimodal embeddings	14	Experimental	—	Go
231	GabrielCastro1221/sentinel_track_systems Sentinel Track Systems es una plataforma integral que combina IoT (Internet...	14	Experimental	—	JavaScript
232	sheeryn123/docquery-rag Enterprise document Q&A with RAG, citations, and workspaces	14	Experimental	—	Python
233	pranavathiyani/EmbedAMR Exploring the AMR protein embedding landscape with ESM2 and Ankh....	14	Experimental	—	HTML
234	didulabhanuka/semantic-search Full-stack semantic document search engine — upload PDFs and search them...	14	Experimental	—	JavaScript
235	Zahidmohd/O2C-Insight-Engine AI-powered NL query engine — ask questions in plain English, get SQL + graph...	14	Experimental	—	JavaScript
236	Chanakya1305/rag-document-qa RAG-based document intelligence platform with Claude AI for accurate Q&A,...	14	Experimental	—	Python
237	Andre151989/obsidian-lilbee Enhance Obsidian search by indexing deleted files to keep them visible and...	14	Experimental	—	TypeScript
238	Bitwarelabscom/bwmem Memory SDK for AI chatbots — facts, semantic search, emotional capture,...	14	Experimental	—	TypeScript
239	nyasalohiya/rag-fastapi FastAPI RAG document question answering system using embeddings and semantic search	14	Experimental	—	Python
240	Jainil570/Batman-Ai---Exam-Assistant Why do we fall? So that we can learn to pick our grades back up.	14	Experimental	—	TypeScript
241	Tahrim19/AI-Projects A curated list of my AI/ML projects — FYP, computer vision, NLP, and more.	14	Experimental	—	—
242	BihanBanerjee/holdmind Belief-centric memory AI — chat, extract beliefs, build a knowledge graph...	14	Experimental	—	TypeScript
243	viniciustakedi/second-brain Second Brain (Docker Edition): self-hosted Obsidian workspace with Ollama...	14	Experimental	—	Python
244	Vishal-hub/Lumina Offline first AI-powered desktop gallery 🌌	14	Experimental	—	JavaScript
245	dinhanhx/vLLM-emb-rer deploy embeddings models and reranker models with vLLM	14	Experimental	—	Python
246	KesavaAI/rag-azure-nasa Advanced RAG-based QA system using Azure OpenAI & AI Search to answer...	14	Experimental	—	Python
247	KrishChordiya/research-rag A high-performance, full-stack RAG engine featuring image support, FlashRank...	14	Experimental	—	Python
248	AnnaGals-10/second-brain Build searchable knowledge graphs from Claude conversations with semantic...	14	Experimental	—	Python
249	rebeizantoine/documind-backend Backend for DocuMind — AI-powered document Q&A using RAG, embeddings, and...	14	Experimental	—	JavaScript
250	Anshu-raj-co/CINEMALYZE-semantic-sentiment-analysis End-to-end NLP system using TF-IDF, cosine similarity, and dual-model...	14	Experimental	—	Python
251	AndrewGlukhoff/ai-rag Ассистент на базе paraphrase-multilingual-MiniLM-L12-v2, отвечает на вопросы...	14	Experimental	—	Python
252	Manas-DE-Archieve/archivdin-frontend 🎨 Frontend for Archive Voice - a modern React + Vite interface with ⚡ fast...	14	Experimental	—	JavaScript
253	G-SEOFramework/g-seo-framework G-SEO (Generative Search Optimization) is a structured framework and scoring...	14	Experimental	—	—
254	pouryahoseini/Multimodal-Video-Search An end-to-end, two-stage multimodal AI pipeline for zero-shot semantic video...	14	Experimental	—	Python
255	KaigorodovTuskul/easyrag Local-first easy one-click DOCX RAG with exact/BM25/hybrid retrieval,...	14	Experimental	—	Python
256	Tathagata642/LangChain_Models LangChain learning projects covering LLMs, Chat Models, and Embeddings using...	14	Experimental	—	Python
257	AIDataNordic/Food-Recipe-MCP A production-grade semantic search server for food recipes — built for AI...	14	Experimental	—	HTML
258	roberteisenberg/mcp-knowledge-graph Clinical intelligence tool built across 6 phases — demonstrates reducing LLM...	14	Experimental	—	Python
259	Manas-DE-Archieve/archivdin-backend 🚀 Backend for Archive Voice - a FastAPI-powered service for managing...	14	Experimental	—	Python
260	rebeizantoine/documind AI-powered document Q&A app using RAG, semantic search, and grounded responses.	14	Experimental	—	—
261	getreka/reka-plugin Claude Code plugin — RAG-powered AI development with semantic search,...	14	Experimental	—	Shell
262	Cash-Codes/AI_fishing_copilot A hybrid RAG + recommendation system using embeddings, FAISS and Vertex AI...	14	Experimental	—	Python
263	TalKleinBgu/Zap Product deduplication pipeline for Israeli price-comparison — Hebrew/English...	14	Experimental	—	Python
264	NasimReja077/raven-ai RavenAI - A personal knowledge vault that hoards, connects, and resurfaces...	14	Experimental	—	JavaScript
265	mrcz8/ragbox Local RAG API service powered by Ollama and pgvector. Drop it into your...	14	Experimental	—	Python
266	abubakkersiddiqq/deep-reader A semantic document Q&A API upload a PDF and ask questions about it. The...	14	Experimental	—	Python
267	Dantzzz/scotus_rag RAG Pipeline to query landmark SCOTUS cases	14	Experimental	—	Python
268	codysnider/FalseMemBench Adversarial benchmark for memory retrieval systems, with noisy distractors,...	14	Experimental	—	Python
269	monkey1901010101/ai-order-status-instagram-bot AI Instagram Chatbot 2026 - Free Customer Support Automation 🤖	14	Experimental	—	—
270	ujjwalutkarsh21/RAG-Techniques. Ongoing RAG learning code base which includes Advance RAG techniques and...	14	Experimental	—	Jupyter Notebook
271	Nurexcoder/zrift An AI-powered ecommerce search bot that understands natural language queries.	14	Experimental	—	Python
272	eugeniaeltsova/Sillage AI-powered Assistant to Find Your Best Perfume	14	Experimental	—	Python
273	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
274	LuizDML/finlab Laboratório financeiro - Usa RAG e/ou Agents para recomendar compra, venda...	14	Experimental	—	Python
275	Scenograph/state-of-ai Track agentic development with Claude Code, learn project setup, and manage...	14	Experimental	—	—
276	seffhunnn/rag-pdf-chatbot An AI-powered document assistant that lets you "chat" with your PDFs using...	14	Experimental	—	Python
277	cirobdomingos-cyber/support-ticket-intelligence Complete end to end support ticket intelligence	14	Experimental	—	Python
278	Anshuljain-bit/HireLens AI hiring assistant for resume embeddings, semantic job matching, candidate...	14	Experimental	—	Python
279	JoanixX/candidate_ranking_platform Plataforma full-stack que analiza perfiles y realizar recomendaciones para...	14	Experimental	—	TypeScript
280	fntune/ragrep Hybrid FAISS + BM25 RAG pipeline — multi-source ingestion, incremental...	14	Experimental	—	Python
281	jonas-tfo/simvek Semantic similarity search for amino acid sequences by embedding a given...	14	Experimental	—	Rust
282	HungPhamNoob/Embed-KCPD Unsupervised Text Segmentation via Kernel Change-Point Detection on Sentence...	14	Experimental	—	Python
283	selentium/embedserve High-performance embedding inference service with dynamic batching, FastAPI,...	14	Experimental	—	Python
284	ayushcodes13/tendermatch A multi-source AI pipeline that scrapes, filters, and matches live tenders...	14	Experimental	—	Python
285	Raynan00/LifeGraph Turn your icloud photos and bank statements into interactive visual maps of...	14	Experimental	—	Python
286	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
287	Mentorzx/MCP-register Python MCP server for user registration and semantic search with SQLite,...	14	Experimental	—	Python
288	virbahu/supply-chain-knowledge-graph Enterprise supply chain knowledge graph for multi-tier supplier...	13	Experimental	—	—
289	TheKangChen/classes-discovery NYPL Techconnect classes hybrid search (Semantic search + lexical search) demo page.	13	Experimental	—	TypeScript
290	tasnime-bbker/DeepMinds Context-Aware FinCommerce Engine for Smart Discovery & Recommendations \| ...	13	Experimental	—	TypeScript
291	cskwork/LEANN-RAG-QUICKSTART Quick-start template for RAG pipeline with LangChain and embeddings	13	Experimental	—	Shell
292	Faraz6180/pdf-to-audiobook-ai AI system that converts PDFs into audiobooks, summaries, podcast-style...	13	Experimental	—	Python
293	omaralaswad/medical-ai-multimodal-system End-to-end multimodal medical AI pipeline — VLM benchmarking, FAISS semantic...	13	Experimental	—	Jupyter Notebook
294	avocatt/kvkk-rag-experiments RAG experiments for Turkish KVKK (data protection) documents	11	Experimental	—	Python