All Vector Databases
2,997 tools ranked by quality score · Page 11 of 30
| # | Tool | Score | Tier |
|---|---|---|---|
| 1001 |
User75621/memory-mcp
Store persistent project memory for AI agents and MCP clients so they can... |
|
Experimental |
| 1002 |
omni-front/rag-from-scratch
Building RAG (Retrieval-Augmented Generation) pipelines from scratch |
|
Experimental |
| 1003 |
our-never-ending-job/awesome-rag-debugging
A curated list of tools, frameworks, failure maps, observability platforms,... |
|
Experimental |
| 1004 |
mar1boroman/text-sql-chatbot
Redis Database offers unique capability to keep your data fresh while... |
|
Experimental |
| 1005 |
elifyagmurduran/LLMvectoRAG-product-classifier
RAG assisted LLM tool and vector embeddings creator for AI enrichment... |
|
Experimental |
| 1006 |
HalkPapa/LocalDBKit
🗄️ Complete local database development kit with PostgreSQL, MongoDB, Redis,... |
|
Experimental |
| 1007 |
awesome-ai-tools/curated-rag-tools
A curated list of RAG frameworks, vector databases, embedding models, and... |
|
Experimental |
| 1008 |
JSLEEKR/ruvector-go
Vector database with HNSW index from scratch, quantization, and REST API —... |
|
Experimental |
| 1009 |
ck-unifr/SmartPortAgent
基于大模型 (LLM) ,智能体(Agent)与 RAG 技术的智能口岸物流助手。通过 Agent... |
|
Experimental |
| 1010 |
mishraanuraagx/ChatQ
Local Retrieval-Augmented Generation (RAG) system built with FastAPI,... |
|
Experimental |
| 1011 |
mcsedition-hub/vectlite
Embedded vector store for local-first AI applications. |
|
Experimental |
| 1012 |
AlbertMein/rag-document-processing
RAG pipeline components: document loaders, chunking, vector stores, retrieval |
|
Experimental |
| 1013 |
zfzcraft/java-vdbc-api
The standard API for vector databases, inspired by JDBC, unified interface... |
|
Experimental |
| 1014 |
oguzhankir/omnichunk
Structure-aware text chunking library for code, prose, and markup files.... |
|
Experimental |
| 1015 |
Arthrocentesisgenusphylloxera328/rag-forge
Benchmark RAG pipeline configurations by testing chunking, embedding, and... |
|
Experimental |
| 1016 |
ai-agents-buzz/rag-chunking-playground
Visual tool to compare 6 RAG chunking strategies side-by-side with grading... |
|
Experimental |
| 1017 |
irfanalidv/ragfallback
ragfallback is a Python library that prevents silent RAG failures — chunk... |
|
Experimental |
| 1018 |
metawake/chunkweaver
RAG chunker that respects document structure. |
|
Experimental |
| 1019 |
lavanesh-tech/Medical-RAG-System
A refined Python script for setting up an AI pipeline using LangChain,... |
|
Experimental |
| 1020 |
pencaudal526/system-design-bible
Learn system design for the AI era with clear patterns, diagrams, and... |
|
Experimental |
| 1021 |
rizquuula/pyvectordb
Python wrapper for many Vector Databases |
|
Experimental |
| 1022 |
hansdoebel/zed-mcp-qdrant
A Zed extension to access Qdrant vector database |
|
Experimental |
| 1023 |
CodingRanjith/30-days-of-AI-Mastery
A complete 30-day AI learning roadmap covering LLMs, RAG, AI Agents, Vector... |
|
Experimental |
| 1024 |
ekshaks/langchoice
"if-then-else" over topics made up of free-form sentences. Build... |
|
Experimental |
| 1025 |
Coriou/up-vector
Self-hosted Upstash Vector alternative — drop-in compatible REST API backed... |
|
Experimental |
| 1026 |
Mars375/chroma-stack
Production-oriented Chroma stack for ARM64 homelabs with backup, restore,... |
|
Experimental |
| 1027 |
dfavenfre/LLMRoboFund
LLMRoboFund is a powerful chatbot empowered with Multi-document RAG. The... |
|
Experimental |
| 1028 |
tuned-org-uk/javelin-tui
a TUI for handling large vector embeddings datasets (with Lance) and run... |
|
Experimental |
| 1029 |
AbmSourav/ai-assistant
A 𝐩𝐫𝐢𝐯𝐚𝐜𝐲-𝐟𝐢𝐫𝐬𝐭 𝐑𝐀𝐆 𝐀𝐈 𝐚𝐬𝐬𝐢𝐬𝐭𝐚𝐧𝐭 𝐟𝐨𝐫 𝐖𝐨𝐫𝐝𝐏𝐫𝐞𝐬𝐬 |
|
Experimental |
| 1030 |
joaommata/RAG-Inteligent-Medical-Applications
This project is a chatbot application that utilizes Langchain and Ollama... |
|
Experimental |
| 1031 |
TejeshNaiduKona/DocuMind
DocuMind is a Retrieval-Augmented Generation (RAG) chatbot that answers... |
|
Experimental |
| 1032 |
Daddy-Myth/D-RAGon_System
Local Retrieval-Augmented Generation (RAG) system for PDF question answering... |
|
Experimental |
| 1033 |
devangvyas-it/fastapi-rag-starter
Lightweight, self-contained RAG application built with FastAPI. It enables... |
|
Experimental |
| 1034 |
mpessis/rag-doc-search
Semantic search over technical documentation using natural language. RAG... |
|
Experimental |
| 1035 |
Kartik-Katkar/Multifaceted-Impact-of-Mergers-and-Acquisitions-on-Stock-Price-Fluctuations
Flask application for Diversified Investment Portfolio Builder based on User... |
|
Experimental |
| 1036 |
TammineniTanay/hybrid-rag-system
Production-grade RAG system with hybrid retrieval (Qdrant + Elasticsearch +... |
|
Experimental |
| 1037 |
H0NEYP0T-466/RAGbot
🤖 RAGbot – a RAG chatbot ✨ featuring a React frontend with 📝 Markdown... |
|
Experimental |
| 1038 |
tharitthaveekittikul/DocRAG
[Experimental] Open-source RAG System for diverse document types |
|
Experimental |
| 1039 |
hanasobi/systematic-rag
Systematic, experiment-driven RAG pipeline optimization using Layered... |
|
Experimental |
| 1040 |
LuluW8071/Generative-AI
Learn GenAI by integrating OpenAI GPT, Google Gemini, Ollama and HuggingFace... |
|
Experimental |
| 1041 |
ksm26/vector-databases-embeddings-applications
Unlock the power of vector databases with the "Vector Databases: from... |
|
Experimental |
| 1042 |
chetangadhiya5062/aws-generative-ai-engineering
A comprehensive learning repository documenting hands-on exploration of... |
|
Experimental |
| 1043 |
tryAGI/Milvus
C# SDK for the Milvus vector database REST API -- collections, vectors,... |
|
Experimental |
| 1044 |
HiZouraiz/agentic-ai-toolkit
Production-ready patterns and utilities for building multi-agent AI systems |
|
Experimental |
| 1045 |
infinitycloud-ch/cloudmind-origins
The genesis of the Agentic Farm (Sept 2023). AI Equalizer, dynamic 4-agent... |
|
Experimental |
| 1046 |
decided-indication109/AI-Engineer-in-90-Days
Build practical AI systems and agents in 90 days with a clear, project-based... |
|
Experimental |
| 1047 |
luigigargioni/llm4hrc
Hybrid Architecture for Human-Robot Collaboration |
|
Experimental |
| 1048 |
ShadmanSakibRahman/ai-data-engineer-roadmap
The complete roadmap to becoming an AI Data Engineer in 2026 — tools,... |
|
Experimental |
| 1049 |
joseph-webber/agentic-brain
Production-ready LangChain alternative. 1 core dependency (aiohttp). 12... |
|
Experimental |
| 1050 |
project-david-ai/projectdavid-platform
A single pip installed package will orchestrate a production ready instance... |
|
Experimental |
| 1051 |
project-david-ai/platform-docker
A single pip installed package will orchestrate a production ready instance... |
|
Experimental |
| 1052 |
cr-nattress/neural-process-model
🧠 Cognitive Systems Analogy Lab: Translating brain functions into modular AI... |
|
Experimental |
| 1053 |
caoergou/dify-installer
One-click installer for Dify Docker deployment | Dify 一键安装脚本,使用 Docker Compose 部署 |
|
Experimental |
| 1054 |
hankamarvanova/unified-db
🌟 Accelerate SQLite database operations on Apple Silicon with GPU power for... |
|
Experimental |
| 1055 |
GhOsTxChEaT/s4hana-ai-agent-openshift
🤖 Automate SAP S/4HANA deployment on IBM Cloud PowerVS using Generative AI... |
|
Experimental |
| 1056 |
rogelioRuiz/capacitor-lancedb
Native LanceDB vector database plugin for Capacitor — persistent on-device... |
|
Experimental |
| 1057 |
qdrant-operator/qdrant-operator
Qdrant operator creates and manages Qdrant clusters running in Kubernetes |
|
Experimental |
| 1058 |
johanatanmartyn/Agentic-AI-and-GeN-AI-Cloud-Stack-AWS-GCP-Azure
🧠 Explore Agentic AI and GeN AI solutions on AWS, GCP, and Azure to harness... |
|
Experimental |
| 1059 |
tuitige/fijian-rag-app
Public-benefit GenAI platform for the Fijian language — combining Claude +... |
|
Experimental |
| 1060 |
daryltucker/vecdb
The Vector Database for Agents & Humans. |
|
Experimental |
| 1061 |
netdur/munind
Local-only Rust vector database for personal RAG memories with JSON... |
|
Experimental |
| 1062 |
Kelvin-genya/indexer
Submit URLs in bulk to Google Indexing API and IndexNow with auto key... |
|
Experimental |
| 1063 |
Anonymousforareason111/hybrid-orchestrator
🤖 Implement hybrid human-AI orchestration patterns in Python to coordinate... |
|
Experimental |
| 1064 |
22AD040/smart-ai-knowledge-navigator
AI-powered semantic search and knowledge intelligence platform built with... |
|
Experimental |
| 1065 |
engram-os/engram-os
An AI OS architecture emphasizing edge computing with privacy-by-design principles. |
|
Experimental |
| 1066 |
Manoj-2702/OmniQuest
Building RAG With OpenAI GPT-4o(omni) Model Using Objectbox Vector Database |
|
Experimental |
| 1067 |
oladimeji-balogun/shopdesk-support
An end-to-end, production-grade autonomous AI support agent that routes,... |
|
Experimental |
| 1068 |
faythwong/ai-rag-document-assistant
AI-powered Retrieval-Augmented Generation (RAG) system that automatically... |
|
Experimental |
| 1069 |
rineshpk/dotnet-vector-search-demo
Building a .NET RAG Application with PostgreSQL pgvector for AI Vector... |
|
Experimental |
| 1070 |
Snow17s/spank
Detect physical hits on your laptop and play audio responses using sensors... |
|
Experimental |
| 1071 |
npow/memshield
Stop memory poisoning attacks on your AI agents |
|
Experimental |
| 1072 |
pavankalyanperla/FINsight-rag
🏦 AI-powered Financial Document Intelligence using RAG, Semantic Search &... |
|
Experimental |
| 1073 |
gkanellopoulos/mnemefusion
Unified memory engine for AI applications — "SQLite for AI memory."... |
|
Experimental |
| 1074 |
Abdellatif404/Eigen-Field
A local Retrieval-Augmented Generation (RAG) system for agricultural... |
|
Experimental |
| 1075 |
ryanlingo/dynamic-context-evolution
Dynamic Context Evolution (DCE): Scalable synthetic data generation from a... |
|
Experimental |
| 1076 |
raykavin/gorag
gorag is a Go library for building Retrieval-Augmented Generation (RAG)... |
|
Experimental |
| 1077 |
flaggdavid-source/amarin-memory
Persistent, adaptive memory for AI agents — semantic search, temporal decay,... |
|
Experimental |
| 1078 |
Milesdexter/docschat-rag
📚 Enhance technical documentation queries with DocsChat RAG, a robust... |
|
Experimental |
| 1079 |
OnlyinOhio234/MemoryRaven
🪶 Capture and explore digital consciousness with MemoryRaven, a powerful... |
|
Experimental |
| 1080 |
rein98/PsyChat
🧠 Enhance your mental health with PsyChat, an AI-powered therapy assistant... |
|
Experimental |
| 1081 |
bobspw/thesis-rag
📚 Index and search academic research papers with AI-powered Q&A and metadata... |
|
Experimental |
| 1082 |
sen-igga/IndexGPT
🤖 Build a local AI assistant for research using RAG, SFT, and LoRA to ingest... |
|
Experimental |
| 1083 |
AyushSonuu/memharness
Framework-agnostic memory infrastructure for AI agents — 8 memory types,... |
|
Experimental |
| 1084 |
GrandpaSatan/Yggdrasil
Distributed AI service mesh for local LLM orchestration, memory, code... |
|
Experimental |
| 1085 |
rizalsimb1/lora-finetune
A production-grade Retrieval-Augmented Generation (RAG) system built with... |
|
Experimental |
| 1086 |
pramayharsh/omni-mesh
A decentralized Multi-Agent AI swarm featuring autonomous memory, security... |
|
Experimental |
| 1087 |
jgoy-labs/server-nexe
Local AI server with persistent memory, RAG, and multi-backend inference... |
|
Experimental |
| 1088 |
Amayes985-stack/Mimir
Privacy-first RAG pipeline application that transforms personal documents... |
|
Experimental |
| 1089 |
Bry101/CosmoHoloScale
Physics-inspired vector memory that auto-expands like the universe 🌌 +... |
|
Experimental |
| 1090 |
ajitpratap0/openclaw-cortex
Persistent, semantically searchable memory for AI agents |
|
Experimental |
| 1091 |
Maurellone/TySVA
Learn TypeScript chatting effortlessly with AI |
|
Experimental |
| 1092 |
conceited-watergillyflower311/meilisearch-desktop
Manage Meilisearch instances across platforms with a desktop app built using... |
|
Experimental |
| 1093 |
Calvinxc1/vector-graph-memory
Hybrid vector-graph memory backend for AI agents with semantic search,... |
|
Experimental |
| 1094 |
eastythenob8-svg/graph-memory
Manage and compress long conversation histories into structured knowledge... |
|
Experimental |
| 1095 |
Gfake-tech/python-langgraph-chatbot
Build AI chatbots that analyze PDFs, answer questions, and visualize... |
|
Experimental |
| 1096 |
kunashee/AnyToolCall
🛠️ Simplify tool calls for any LLM with AnyToolCall, an OpenAI-compatible... |
|
Experimental |
| 1097 |
TensorHub-Technologies/THub-App-Dev-0.1
THub Apps - A Low Code No Code Generative AI Development Platform |
|
Experimental |
| 1098 |
oceanbase/dify-plugin-oceanbase
Enables secure SQL query execution on OceanBase databases through Dify applications |
|
Experimental |
| 1099 |
petermartens98/VoiceRAG-AI-Powered-Voice-Assistant-with-Knowledge-Retrieval
VoiceRAG combines voice interaction with retrieval-augmented generation... |
|
Experimental |
| 1100 |
SpellingDragon/rustviking
RustViking - OpenViking Core in Rust. High-performance AI memory... |
|
Experimental |