vector-database

Simple RAG system powered by Milvus.

Minimal local-first multimodal RAG library powered by SQLite + sqlite-vec.

Türkçe SQL Server 2025 başucu kitabı — kod örnekleri, errata, topluluk Q&A · CC BY-NC-SA 4.0 + MIT

The documentation repo for Weaviate Database, Cloud, Agents and much more!

Modular, level-based project template for Claude Code + Obsidian + Figma. Pick your maturity level (L1-L4). Plug in your specs. Ship.

QilbeeDB is a cloud-agnostic, high-performance graph database built for autonomous AI agents, real-time memory, and enterprise automation.

🤖 AI-powered CLI for file reorganization. Runs fully locally — no data leaves your machine.

Project Context Clues aim to vectorize CyberOps recon and threat intel data for AI driven systems.

Near-optimal vector quantization from Google's ICLR 2026 paper — 95% recall, 5x compression, zero preprocessing, pure Python FAISS replacement

RAG system with real-time news scraping built using mixtral-8x7b, ChromaDB, bart summarizer

Redis Vector Library (RedisVL) -- the AI-native Java client for Redis.

Bringing some SQL to Qdrant

Reference Java & Spring implementation of the Open Ingestion Standard (OIS). It provides a secure, decoupled, and vendor-neutral enterprise data integration platform leveraging modern Java 25 features, Spring Boot, Spring AI and vector search infrastructure to orchestrate data flows

Vector compression with TurboQuant codecs for embeddings, retrieval, and KV-cache. 10x compression, pure NumPy core — optional GPU acceleration via PyTorch (CUDA/MPS) or MLX (Metal).

A Python SDK for OceanBase Multimodal Store—enabling vector search, full-text search, and JSON table operations—offers both Milvus-compatible API and SQLAlchemy-based SQL mode, and supports both OceanBase and OceanBase seekdb.

Turn your Google Search Console data into a vector database and analyze search performance with AI (Gemini, Grok, Claude)

PostgreSQL-native semantic search engine with multi-modal capabilities. Add AI-powered search to your existing database without separate vector databases, vendor fees, or complex setup. Features text + image search using CLIP embeddings, native SQL joins, and 10-minute Docker deployment.

query builder of golang, build sql for go framework: sqlx, gorp... build json for Qdrant vectordb, custom for any database .... the AI-First vector db builder for rag

The multi-paradigm database expert for Claude Code — design a schema, audit it on two never-blended scores (Design & Integrity / Performance & Scale), and safely migrate. SQL · document · key-value · vector · time-series · graph. Works offline.

Build Fullstack GenAI apps and AI Agents