All Vector Databases

3,236 tools ranked by quality score · Page 15 of 33

Showing 1401–1500 of 3,236

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#	Tool	Score	Tier	Category	Stars	Language
1401	scthornton/hybrid-rag-pivot-attacks Retrieval Pivot Attacks in Hybrid RAG (Vector → Graph)	22	Experimental	graph-enhanced-rag	1	Python
1402	6zxa9/DevMemory Bidirectional RAG knowledge system for coding agents. Auto-searches for...	22	Experimental	agentic-rag-systems	—	Python
1403	B-A-M-N/FlockParser-legacy Legacy version of FlockParser PDF processing system	22	Experimental	document-chunking-embedding-pipelines	1	Python
1404	vvezre/Mem Hybrid memory skill for assistants with SQLite, FTS5, and Chroma for...	22	Experimental	agent-memory-systems	1	—
1405	alpha5611331/fastapi-prototype-healtymeal-copilot-api Healthy Meal Copilot API is a prototype backend project designed for...	22	Experimental	database	1	Python
1406	thecontrolfreak/rag-local-app Build a local system to ingest documents, create vector embeddings, and...	22	Experimental	document-qa-chatbots	—	—
1407	bhuvan-dv/kore.ai-rag Agentic RAG knowledge search assistant for Kore.ai docs and SDK references...	22	Experimental	agentic-rag-systems	—	Python
1408	bhupencoD3/PerfectPick PerfectPick is an AI-powered smartphone recommendation system built with...	22	Experimental	movie-recommendation-systems	1	Python
1409	TingjiaInFuture/mini-agent 纯手工构建的极简智能体系统，包含 ReAct 推理、RAG 检索、工具调用与长短期双轨记忆，零重型框架依赖。	22	Experimental	agentic-rag-systems	—	Python
1410	User75621/memory-mcp Store persistent project memory for AI agents and MCP clients so they can...	22	Experimental	database	—	Python
1411	Oceanswave/weaviate-multimodal-demo A rewritten frontend for Weaviate's clip-multi-modal-text-image-search...	22	Experimental	weaviate-ecosystem	2	TypeScript
1412	karmaniverous/jeeves-watcher Filesystem watcher that keeps a Qdrant vector store in sync with document...	22	Experimental	code-repository-intelligence	1	HTML
1413	ngxccc/llm-wiki A blazing-fast, event-driven RAG pipeline and MCP Server built in Rust....	22	Experimental	—	—	Rust
1414	snigdha031/rag-chatbot RAG-based PDF chatbot with reranking, structured answers, and source...	22	Experimental	database	—	Python
1415	Arseni1919/ragy Temporal memory for your AI agents, financial research, and knowledge workflows.	22	Experimental	database	—	Python
1416	thtmnisamnstr/nextjs-pinecone-search Next.js hybrid search (semantic + lexical) implemented with Pinecone vector database.	22	Experimental	database	—	TypeScript
1417	Ratnesh-181998/advance-nlp-generative-ai LLM-engineering-nlp is a production-focused repository for Advanced NLP and...	22	Experimental	nlp-fundamentals-tutorials	1	—
1418	changfamilyai/tokyo-brain 🧠 Universal memory infrastructure for AI agents. Give your AI a memory that...	22	Experimental	database	—	Python
1419	yessasvini23/-ArthVratta_Financial-_Resilience_Farm_Game_Grow_Your_Financial_Future_One_Season_at_a_Time ArthVratta is an innovative farming simulation game that teaches financial...	22	Experimental	financial-document-rag	1	Python
1420	SriRammSS/rag-local-app Privacy-first local RAG system — FastAPI + React + pgvector + Ollama. Ingest...	22	Experimental	local-rag-stacks	1	—
1421	Path-Free/rag-chat-api Production-ready RAG chatbot API - FastAPI + OpenAI + ChromaDB + PostgreSQL....	22	Experimental	—	—	Python
1422	DaviBonetto/NEXUS-L4-HighPerf-Vector-DB High-performance Vector Database optimized for RAG operations, implementing...	22	Experimental	rust-native-vectordbs	1	Rust
1423	Sachin5464/reasonkit-mem 🚀 Build memory and retrieval infrastructure for ReasonKit, enhancing data...	22	Experimental	agent-memory-systems	1	Rust
1424	rinfa0108/openbrain OpenBrain is an open-source machine-readable memory layer for agentic...	22	Experimental	agent-memory-systems	1	Rust
1425	tuned-org-uk/kalman_clustering Clustering any vector space using Kalman Filter	22	Experimental	rust-native-vectordbs	1	Rust
1426	M4cs/ctxovrflw-client Universal AI context & memory layer. Shared memory for every AI agent via MCP.	22	Experimental	agent-memory-systems	1	Rust
1427	danieleugenewilliams/zvec-go Go bindings for zvec — Alibaba's high-performance embedded vector database...	22	Experimental	rust-native-vectordbs	1	Go
1428	heybeaux/engram Memory infrastructure for AI agents. Type-aware, time-aware,...	22	Experimental	agent-memory-systems	1	TypeScript
1429	TJ-Neary/CoreRag Local-first knowledge engine with semantic search, GraphRAG, and Claude...	22	Experimental	claude-code-knowledge-systems	1	Python
1430	herakles-dev/athenaeum Self-hosted semantic library platform — upload docs, search by meaning, chat...	22	Experimental	semantic-search-engines	1	Python
1431	shannonxu-2018/PistaDB The embedded vector database for LLM-native applications.	22	Experimental	rust-native-vectordbs	—	C
1432	SarthiAI/SwarnDB The vector database that thinks in graphs.	22	Experimental	rust-native-vectordbs	—	Rust
1433	NamelyCorp/NamelyCorp-Vector-DB-RAG Production-ready Vector Database RAG system with PHP Web UI, Qdrant backend,...	22	Experimental	graph-enhanced-rag	1	PHP
1434	monkdbofficial/monkdb.docs GitHub page of MonkDB's documentation. Collaboration is welcome :)	22	Experimental	vector-database-management	—	Python
1435	Ashad001/bolt-sql A lightweight, CPU-only Text-to-SQL engine written in Rust.	22	Experimental	natural-language-sql-builders	4	Rust
1436	zoobz-io/vecna Schema-validated filter builder for vector databases	22	Experimental	rust-native-vectordbs	—	Go
1437	Mogalina/youtube-rag-indexer Pipeline to convert video transcripts into searchable semantic knowledge for...	22	Experimental	youtube-video-rag	—	Python
1438	wjy9902/memvault Production-ready long-term memory server for AI agents. Built on memU with...	22	Experimental	agent-memory-systems	1	Python
1439	iamagirlwithtechnicalmonstermind/firecrawl-swift-sdk 🔥 Scrape, crawl, search, extract, and map websites with the powerful...	22	Experimental	llm-web-scraping	—	Swift
1440	conceited-watergillyflower311/meilisearch-desktop Manage Meilisearch instances across platforms with a desktop app built using...	22	Experimental	semantic-search-engines	—	TypeScript
1441	rineshpk/dotnet-vector-search-demo Building a .NET RAG Application with PostgreSQL pgvector for AI Vector...	22	Experimental	semantic-search-engines	—	C#
1442	22AD040/smart-ai-knowledge-navigator AI-powered semantic search and knowledge intelligence platform built with...	22	Experimental	semantic-search-engines	—	Python
1443	Kelvin-genya/indexer Submit URLs in bulk to Google Indexing API and IndexNow with auto key...	22	Experimental	semantic-search-engines	—	TypeScript
1444	BryanTheLai/cogniquery CogniQuery is a Python-powered AI natural language query engine for...	22	Experimental	natural-language-sql-querying	1	Python
1445	Coriou/up-vector Self-hosted Upstash Vector alternative — drop-in compatible REST API backed...	22	Experimental	database	—	TypeScript
1446	Deepakkasyapa11/GitQuery-AI AI-powered GitHub repository analyzer. Uses Gemini 1.5 Flash for RAG-based...	22	Experimental	github-codebase-rag	1	TypeScript
1447	elifyagmurduran/LLMvectoRAG-product-classifier RAG assisted LLM tool and vector embeddings creator for AI enrichment...	22	Experimental	local-rag-stacks	—	Python
1448	Subham-Maity/QChatAi Chat with Anything 📃	22	Experimental	pdf-document-chatbots	21	TypeScript
1449	js731981/insurance-ai-decision-platform AI-powered fraud detection & micro-insurance claim triage system with RAG,...	22	Experimental	database	—	Python
1450	OctavianTocan/mem0-api A production-ready FastAPI service for semantic memory management using...	22	Experimental	agent-memory-systems	1	Python
1451	Praxis-Collective/tdr-vector-decay Native temporal decay scoring for vector database retrieval — no...	22	Experimental	vector-db-benchmarking	—	Python
1452	foliagerosebush512/dbecho Enable AI agents to query and analyze PostgreSQL databases in natural...	22	Experimental	sql-database-mcp	—	Python
1453	tryAGI/Turbopuffer C# SDK for the Turbopuffer API -- serverless vector database for search and retrieval	22	Experimental	weaviate-ecosystem	—	C#
1454	rodrigoleitesouza/lore-master-tolkien Aplicação de RAG construída com LangChain, ChromaDB e Ollama, focada na...	22	Experimental	local-rag-stacks	1	Python
1455	HalkPapa/LocalDBKit 🗄️ Complete local database development kit with PostgreSQL, MongoDB, Redis,...	22	Experimental	local-rag-stacks	—	Python
1456	awesome-ai-tools/curated-rag-tools A curated list of RAG frameworks, vector databases, embedding models, and...	22	Experimental	local-rag-stacks	—	—
1457	lidge-jun/markdown-fastrag-mcp Fast markdown RAG with multi-provider embeddings (Vertex AI, Gemini, OpenAI,...	22	Experimental	production-rag-chatbots	1	Python
1458	tryAGI/Serper C# SDK for the Serper API -- Google search results API for search, news,...	22	Experimental	dotnet-azure-rag	—	C#
1459	miniaxolotl/qdrant-memory Self-hosted agentic memory MCP server. npm: @qdrant-memory/mcp, Docker:...	22	Experimental	database	—	TypeScript
1460	lavanesh-tech/Medical-RAG-System A refined Python script for setting up an AI pipeline using LangChain,...	22	Experimental	database	—	Jupyter Notebook
1461	elvatis/openclaw-memory-core OpenClaw shared library: Vector store, embedding logic, and JSONL...	22	Experimental	agent-memory-systems	—	TypeScript
1462	jengzang/dialects-backend FastAPI backend for Chinese dialect geolinguistics research — phonological...	22	Experimental	ml-api-deployment	9	Python
1463	dakouri-kobri/langchain-planet-qa Modular planet question-answering system using LangChain, Chroma, Groq, and...	22	Experimental	database	—	Python
1464	hackastak/repog RepoG is a CLI-first, local AI-powered tool that helps you explore, search,...	22	Experimental	github-codebase-rag	—	Go
1465	nkmohit/rag-studio A web-based Retrieval-Augmented Generation platform with transparent source...	22	Experimental	rag-quality-assurance	1	Python
1466	younismahmoud1234/gitsage Index GitHub repositories to enable AI-driven code queries with precise...	22	Experimental	github-codebase-rag	—	Java
1467	KumudithaSilva/rag-eval-system RAG Eval System – Benchmark RAG techniques to identify the most accurate and...	22	Experimental	—	—	Python
1468	gperdrizet/nixx Synthetic research assistant	22	Experimental	github-codebase-rag	—	Python
1469	nans28/eywa 🧠 Capture and manage your team's knowledge effortlessly with Eywa, ensuring...	22	Experimental	self-hosted-support-chatbots	1	Rust
1470	husaynirfan1/simple-rag Simple RAG system powered by Milvus.	22	Experimental	local-rag-stacks	20	Python
1471	AlanDev-fr/repoinsight Understand any GitHub repository in seconds with AI — semantic search, repo...	22	Experimental	github-codebase-rag	—	TypeScript
1472	Aarchi-07/CausewayAI Next-gen semantic retrieval system. Combines the power of Qdrant vector...	22	Experimental	code-repository-intelligence	—	Python
1473	Szymx0504/EdgeCine Semantic Discovery Engine optimized for Edge AI inference using ONNX,...	22	Experimental	recommendation-engine-rag	—	Python
1474	FrkAk/obelisk AI-powered contextual discovery platform for exploring cities through...	22	Experimental	semantic-search-frontends	—	TypeScript
1475	MukundaKatta/IndexPulse Lightweight in-memory vector index — cosine, euclidean, dot product search with NumPy	22	Experimental	high-performance-vector-search	—	Python
1476	MukundaKatta/thoth Thoth — Embedded Vector Database. Embedded vector database (SQLite for vectors)	22	Experimental	vector-db-from-scratch	—	Python
1477	nkmohit/minimal-rag-backend Minimal, production-style RAG backend implementing document ingestion,...	22	Experimental	rag-quality-assurance	1	Python
1478	Drekovich/astrasql 🔍 Explore AstraSQL to simplify natural language queries into SQL, enhancing...	22	Experimental	natural-language-sql-builders	—	—
1479	reallyreallyryan/hearth Hearth is a local-first persistent AI memory system. Install it once, and...	22	Experimental	session-context-memory	—	Python
1480	gsavla6-hue/java-vector-database High-performance Java vector database implementation with HNSW indexing,...	22	Experimental	vector-db-from-scratch	—	Java
1481	zilliztech/zilliz-skill Agent skill that teaches AI agents how to manage Zilliz Cloud vector...	22	Experimental	claude-code-knowledge-systems	—	—
1482	oguzhankir/omnichunk Structure-aware text chunking library for code, prose, and markup files....	22	Experimental	rag-pipeline-optimization	—	Python
1483	MemoryRaven/MemoryRaven 🧠 Advanced AI memory and knowledge management system powered by $RAVEN	22	Experimental	agent-memory-systems	1	Python
1484	eastythenob8-svg/graph-memory Manage and compress long conversation histories into structured knowledge...	22	Experimental	agent-memory-systems	—	TypeScript
1485	Calvinxc1/vector-graph-memory Hybrid vector-graph memory backend for AI agents with semantic search,...	22	Experimental	agent-memory-systems	—	Python
1486	AyushSonuu/memharness Framework-agnostic memory infrastructure for AI agents — 8 memory types,...	22	Experimental	agent-memory-systems	—	Python
1487	pavankalyanperla/FINsight-rag 🏦 AI-powered Financial Document Intelligence using RAG, Semantic Search &...	22	Experimental	financial-document-rag	—	Python
1488	flaggdavid-source/amarin-memory Persistent, adaptive memory for AI agents — semantic search, temporal decay,...	22	Experimental	agent-memory-systems	—	Python
1489	weaviate-tutorials/nuxt-ecommerce-rag Search through outdoor product listings and use RAG to help you plan hikes	22	Experimental	production-rag-chatbots	2	Vue
1490	lexxai/django-mariadb-vector-demo A minimal demo project showing how to build article recommendations using...	22	Experimental	vector-db-from-scratch	—	Python
1491	gkanellopoulos/mnemefusion Unified memory engine for AI applications — "SQLite for AI memory."...	22	Experimental	agent-memory-systems	—	Rust
1492	emmyoh/zebra A vector database for querying meaningfully similar data.	22	Experimental	rust-native-vectordbs	16	Rust
1493	amarcoder01/Advanced-AI-Driven-Legal-Document-Summarization-and-Risk-Assessment-main Enterprise-grade Legal Document Intelligence. RAG-based Analysis, Risk...	22	Experimental	gemini-document-rag	—	Python
1494	JSLEEKR/ruvector-go Vector database with HNSW index from scratch, quantization, and REST API —...	22	Experimental	database	—	Go
1495	mabo-du/SOMA Shared Open Memory Architecture — a federated memory protocol for AI agents	22	Experimental	agent-memory-systems	1	Python
1496	22AD040/smart-knowledge-ai-rag Production-ready Generative AI RAG system that enables intelligent document...	22	Experimental	gemini-document-rag	—	Python
1497	ai-agents-buzz/rag-chunking-playground Visual tool to compare 6 RAG chunking strategies side-by-side with grading...	22	Experimental	rag-pipeline-optimization	—	HTML
1498	Niza46/SYNGAP1-Variant-Viewer 🧬 Visualize SYNGAP1 genetic variants interactively with this R Shiny app,...	22	Experimental	genomic-variant-analysis	—	R
1499	divgit3/tripplanner-ai AI-powered travel planner using semantic search, day-wise itinerary...	22	Experimental	travel-booking-agents	—	Python
1500	HemantBK/RideShala RideShala — Free, open-source AI motorcycle advisor for Indian riders. Tell...	22	Experimental	—	—	Python

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