Uncategorized Vector Databases

There are 104 uncategorized tools tracked. 1 score above 50 (established tier). The highest-rated is schmitech/orbit at 58/100 with 248 stars.

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#	Tool	Score	Tier	Stars	Language
1	schmitech/orbit One API for 20+ LLM providers, your databases, and your files — self-hosted,...	58	Established	248	Python
2	rsharp-lang/R-sharp R# language is a kind of R liked vectorized language implements on .NET...	49	Emerging	32	Visual Basic .NET
3	speedyk-005/Vink A vector database that automatically switches from slow-but-accurate search...	39	Emerging	1	Python
4	donaldfilimon/wdbx_python Python WDBX database project is currently in active development, with a...	34	Emerging	4	Python
5	mhonert/velvet-chess :chess_pawn: Velvet Chess Engine - written in Rust	31	Emerging	57	Rust
6	ericwarriner/VectorSearch A prototype web application using Oracle 23ai Vector Search Technology to...	30	Emerging	1	TypeScript
7	karloti/typeahead-kmp A lock-free, in-memory fuzzy search engine for Kotlin Multiplatform....	29	Experimental	9	Kotlin
8	AaqibhafeezKhan/Streamlit-Pollination-Chatbot Production-grade AI chatbot platform built with Streamlit and powered by...	29	Experimental	4	Python
9	7WaySecurity/ai_osint 🤖 Curated AI OSINT resources — Google dorks, Shodan queries, GitHub dorks,...	27	Experimental	13	—
10	andresrodriguez55/knowledge-base Knowledge Copilot is a Retrieval-Augmented Generation (RAG) application with...	26	Experimental	5	Java
11	DingdongMatch/mems A hierarchical, self-distilling memory system for long-term AI Agents....	24	Experimental	2	Python
12	muonroi/experience-engine AI agents that learn from mistakes — not just store facts. Memory shrinks as...	24	Experimental	2	JavaScript
13	Adaimade/R-Mem Lightweight Rust alternative to mem0. 3.2MB binary, SQLite vector +...	24	Experimental	2	Rust
14	zd87pl/loci-db AI memory for the physical world — 4D spatiotemporal vector database that...	24	Experimental	—	Python
15	bigint/bigrag Self-hostable RAG platform - document ingestion, embedding, and vector...	24	Experimental	2	Python
16	Imran-ml/vector-db-benchmark Reproducible, end-to-end benchmark suite for vector databases, latency,...	24	Experimental	2	Python
17	Keshavsharma-code/deepsleep-hub The first cinematic 3D memory layer for the AI Era. Unify ChatGPT, Claude,...	23	Experimental	1	JavaScript
18	BingzheYan/smart-corpus Smart Corpus — AI-Powered Document Intelligence Platform with Knowledge...	23	Experimental	1	Python
19	linnaung/engram Local first AI memory system with probabilistic decay. Four layer...	23	Experimental	1	Python
20	uglyp/org-copilot enterpriseOrgCopilot — self-hosted enterprise RAG & streaming chat (FastAPI,...	23	Experimental	1	Python
21	bdeva1975/rag-indexing-benchmark Compare 6 RAG indexing strategies on your own documents — with a single command	23	Experimental	1	Python
22	smara-io/smara Persistent memory for AI tools. Give Claude, Cursor, and Codex shared...	23	Experimental	1	—
23	lulin70/memory-classification-engine Lightweight Agent-side memory classification engine. Classifies...	23	Experimental	1	Python
24	vlaushkin/mempalace.ts Local AI memory system for Claude Code, ChatGPT, and any MCP-compatible...	23	Experimental	1	TypeScript
25	Drashtika-Yukti/-Drashtika-Yukti- AI Engineer @ Drashtika Yukti \| Building AI-native systems (LLMs, Agentic...	23	Experimental	1	—
26	SaurabhSSB/rag-knowledge-assistant End-to-end Retrieval-Augmented Generation (RAG) system for semantic document...	22	Experimental	1	Python
27	web3guru888/mempalace-scientific-analysis Spatial Metaphors for LLM Memory: A Critical Analysis of the MemPalace...	22	Experimental	1	Python
28	roampal-ai/roampal-labs Research benchmark: conversational memory learning on a corrected LoCoMo dataset	22	Experimental	—	Python
29	SpiritualTech33/SpiritusAI Building AI with Love, Passion and Soul.	22	Experimental	—	Python
30	rakmohan/agentic-bi-migration Multi-agent pipeline for migrating Metabase BI dashboards to a new schema —...	22	Experimental	—	Python
31	theBullfish/zignal AI memory system with signal-chain cognition, trust-weighted retrieval, and...	22	Experimental	—	Python
32	lucyomgggg/telos-client An experimental infrastructure where AI agents autonomously grow collective...	22	Experimental	—	—
33	Str0nkz/qdrant_manager Qdrant vector management; Inspection, deduplication, and sparse-content...	22	Experimental	—	Python
34	siyanulhaq/FastAPI-LangChain-RAG Production-style FastAPI + LangChain RAG system with document ingestion,...	22	Experimental	—	HTML
35	RaptorBlingx/HEDGE-ExpertAI HEDGE-ExpertAI aims to make the HEDGE-IoT App Store easier to explore and...	22	Experimental	—	Python
36	Varshini1928/multi-agent-research-assistant AI-powered Multi-Agent Research Assistant using LangGraph, Endee Vector...	22	Experimental	—	Python
37	spunfromsun/eu-ai-act-rag n8n-based RAG system for querying EU AI Act consultation documents using...	22	Experimental	—	—
38	razinahmed/langchain-agent-template Production-ready LangChain agent template with RAG, tool use, memory, and...	22	Experimental	—	JavaScript
39	drona23/llm-rag-chatbot Student loan Q&A chatbot using RAG : retrieves verified federal documents,...	22	Experimental	—	Python
40	raghavendrashivam474/ai-system Self-sufficient AI system with Ollama, Mistral 7B, and FastAPI. RAG-ready...	22	Experimental	—	Python
41	ngxccc/llm-wiki A blazing-fast, event-driven RAG pipeline and MCP Server built in Rust....	22	Experimental	—	Rust
42	Path-Free/rag-chat-api Production-ready RAG chatbot API - FastAPI + OpenAI + ChromaDB + PostgreSQL....	22	Experimental	—	Python
43	KumudithaSilva/rag-eval-system RAG Eval System – Benchmark RAG techniques to identify the most accurate and...	22	Experimental	—	Python
44	HemantBK/RideShala RideShala — Free, open-source AI motorcycle advisor for Indian riders. Tell...	22	Experimental	—	Python
45	Sujit224/GDG-RAGATHON-2026 Official repository for RAGATHON 2026. A 3-day high-performance challenge by...	21	Experimental	—	—
46	mrjakob07/june 🧠 June — headless brain protocol for AI agents. Every node reports in, every...	21	Experimental	—	Python
47	matrixprompter/Energy-AI-Assistant-RAG-Chatbot AI-powered energy assistant chatbot with RAG (Retrieval-Augmented...	21	Experimental	—	TypeScript
48	ShiYu0318/ShiYu-AI-Courses-SCIST-Camp-2026 SCIST x SCAICT Camp 2026 聯合寒訓 AI 系列課程 - 教材與原始碼	20	Experimental	5	Python
49	PRAteek-singHWY/Sec2ndBraiN Sec2ndBrain transforms your digital life into a chat-ready RAG knowledge...	20	Experimental	—	TypeScript
50	Suvroneel/Phynix-Mood-Based-GenAi-Platform Mood-aware GenAI platform. Fine-tuned BERTa for real-time emotion...	19	Experimental	1	Jupyter Notebook
51	AbdulRehman393/youtube-qa-assistant AI-powered YouTube Q&A Assistant that extracts video transcripts and lets...	17	Experimental	1	Python
52	AdityaAgrawal007/project_Aesculapius Pre-submission insurance claim auditor — catches denial risks with cited...	16	Experimental	—	Python
53	Muhdhammad/paperforge A multimodal RAG system for research papers with hybrid (dense + sparse)...	16	Experimental	—	Python
54	quarkiverse/quarkus-qdrant Rest client for Qdrant vector database	16	Experimental	—	—
55	Goodnight77/rag-skills A collection of best-practice guides and skill definitions for building RAG systems.	15	Experimental	1	Python
56	Priyanshu9-11/AI-developers-documentation-search-engine-using-RAG---LLM AI-powered developer documentation search engine using RAG...	15	Experimental	1	Python
57	yuvarajaug-ctrl/ai-agent-rag-search A dual AI agent system that enables document-based Q&A using RAG (FAISS +...	15	Experimental	1	Python
58	ShxradJadhav/Financial-AI-Manager AI-powered Financial Document Management System using FastAPI, MySQL, and...	15	Experimental	1	Python
59	rajesh-kayal-dev/langchain-ai-integration Modular LangChain integration with multiple LLM providers, embeddings, and...	15	Experimental	1	JavaScript
60	Chri2K02/codebase-rag-mcp MCP server for semantic code search and Q&A — indexes any codebase using...	14	Experimental	—	TypeScript
61	tuanhlv/AI-job-agent Scrape AI job board, build a local vector database and employ AI agent to...	14	Experimental	—	Python
62	srushtin24/Youtube-Video-QnA-System GenAI \| RAG-based system for semantic Q&A over YouTube transcripts using...	14	Experimental	—	Jupyter Notebook
63	prajwal12smp-cpu/Offline-AI-Assistant Offline AI-powered classroom assistant using RAG to answer student queries...	14	Experimental	—	Python
64	SwedeshnaMishra/Youtube_Chatbot AI-powered YouTube Video Question Answering system using RAG, LangChain,...	14	Experimental	—	Jupyter Notebook
65	shaz1477/heart-disease-chatbot-rag-langchain ⚠️ Disclaimer This chatbot is for educational purposes only and should not...	14	Experimental	—	Python
66	Hencerel4/semantic-search-api A production-ready API for semantic search using vector embeddings and...	14	Experimental	1	—
67	kratosvil/aws-ai-forge Intelligent document querying platform on AWS — ECS Fargate + Lambda +...	14	Experimental	—	HCL
68	Jenni006/NetFixAI AI-powered RAG-based network operations assistant for real-time root cause...	14	Experimental	—	Python
69	XimilalaXiang/viking-go Go reimplementation of OpenViking — hierarchical context database for AI...	14	Experimental	—	Go
70	navinavi029/Intelligent-Memory-Preservation-Retrieval-System-IMPRS Enterprise-grade AI-powered platform utilizing advanced RAG architecture,...	14	Experimental	—	Batchfile
71	Avik-Das-567/Enterprise-RAG-QA-System Production-ready Enterprise RAG system for grounded Q&A. Powered by Gemini...	14	Experimental	—	Python
72	shivkhurana/intelligent-rag-document-engine End-to-end Retrieval-Augmented Generation (RAG) pipeline utilizing...	14	Experimental	—	Python
73	saimanjunathk/llm-data-platform RAG system and AI agent platform with LangChain, vector DB and natural...	14	Experimental	—	—
74	IlliaSator/local-insight-agent Local AI Agent. Natural language to SQL analytics using LangGraph and...	14	Experimental	—	Python
75	AbdelKaderAhmed/PathCraft-AI A high-precision, local-first AI system for 2026 skill-gap analysis. Uses...	14	Experimental	—	Python
76	cz4r777/local-ai-repo setup local hosted private Ai repository with MySQL on windows using OpenAi...	14	Experimental	—	Python
77	0xSris/ragnarok RAGNAROK is a fully offline, multimodal RAG system that lets you chat with...	14	Experimental	—	JavaScript
78	Miss-prachi-guptaa/CineQuery-Ai AI-powered movie query system with PDF ingestion, LLM-based data extraction,...	14	Experimental	—	JavaScript
79	SKY-lv/rag-knowledge-base RAG知识库构建助手 - 向量检索/Embedding/混合检索	14	Experimental	—	—
80	hkdan-5/rag-document-chatbot RAG chatbot for answering questions about PDF reports using FAISS and...	14	Experimental	—	Python
81	erinjykim/tenantiq AI-powered tenant rights advisor for Pennsylvania renters. RAG pipeline over...	14	Experimental	—	Python
82	structured-world/coordinode-python Python SDK + LangChain GraphStore & LlamaIndex PropertyGraphStore for...	14	Experimental	—	Python
83	MAYANK12-WQ/memoryos Persistent episodic + semantic memory for AI agents — with Ebbinghaus...	14	Experimental	—	Python
84	vinhnx0/Agentic-RAG-Document-Intelligence Production-style Agentic RAG system for document intelligence, built with a...	14	Experimental	—	Python
85	kavishabhijeet/RAG_Pdf_Project An end-to-end PDF-RAG Chatbot that allows users to interact with multiple...	14	Experimental	—	Python
86	roberto-aq/LexRag Pipeline RAG production-ready para documentos legales en español....	14	Experimental	—	—
87	ArttuAn/learn-rag Interactive RAG learning app with hands-on exercises — Streamlit + ChromaDB + Claude	14	Experimental	—	Python
88	Surajgupta001/RAG Built a scalable RAG pipeline integrating embeddings, vector search, and...	14	Experimental	—	Jupyter Notebook
89	Ogeanni/rag-research-assistant A document intelligence system. Upload PDFs, ask questions, get answers...	14	Experimental	—	Python
90	Cyning12/ai-ink-brain A minimalist RAG-driven personal blog built with Next.js, Supabase, and...	14	Experimental	—	Python
91	ygyzys83/gym-rag-app Private, local-AI fitness dashboard using RAG, Llama 3.2, and Docling.	14	Experimental	—	Python
92	srushtin24/AgroAssist-Chatbot GenAI \| RAG-based conversational AI for agricultural advisory using semantic...	14	Experimental	—	JavaScript
93	C-Saha958/agrismart-ai-rag-assistant AI Agriculture RAG Assistant using FastAPI, Groq LLM, ChromaDB and local embeddings	14	Experimental	—	Python
94	Menth1996/fast-vector-db A lightweight, in-memory vector database optimized for semantic search and...	14	Experimental	—	C++
95	SKY-lv/rag-engine RAG引擎AI助手 - 检索增强生成系统	14	Experimental	—	—
96	pickhottea/governed-patent-analytics-and-retrieval-platform Governed patent warehouse and retrieval platform with SQL Server, dbt,...	14	Experimental	—	Python
97	Mohit-Kumar-Thakur/ai-research-agent AI-powered research agent that autonomously searches the web, retrieves...	14	Experimental	—	Python
98	ananyar3399/rag-chatbot A RAG (Retrieval-Augmented Generation) chatbot built with LangChain, Cohere,...	14	Experimental	—	Python
99	abdul4rehman215/AI-Advanced-Course-Portfolio Documentation-first portfolio of my full AI Advanced Course journey,...	14	Experimental	—	Jupyter Notebook
100	Faraz6180/Insightpilot-ai AI-powered document intelligence system using RAG (FAISS + Sentence...	14	Experimental	—	Python
101	navadeep-rupireddy/fitness-knowledge-api Local Retrieval-Augmented Generation (RAG) API using TinyLlama, ChromaDB,...	14	Experimental	—	Python
102	narasimha-146/semantic-search Semantic search system using Sentence Transformers and Pinecone, indexing...	13	Experimental	—	Python
103	SimonsTang/atomic-rag-knowledge-base Atomic RAG Knowledge Base Builder - 让AI真正学会一本书。理工农医特化，方法论提炼，全网最好的开源知识库技能	13	Experimental	—	Python
104	rashmin-gajera/HUIM-SIR-HybridSearch The purpose of this GitHub repository is to furnish the source code...	12	Experimental	2	Java