最有价值项目

ArcMind Vector DB

docker image for postgresql w/ postgis & pgvector

Your just-works / zero-config / embedded / WAL: vector database

🔰 A Comprehensive RAG repository covering basic vanilla RAG techniques, advanced retrieval methods, hybrid search fusion approaches, hands-on reranking techniques with code + explanation 📚✨

Kikiola is a high-performance vector database written in Go.

Production-ready Chainlit RAG application with Pinecone pipeline offering all Groq and OpenAI Models, to chat with your documents.

Face similarity search

AI-powered compliance analysis engine for civil engineering that automatically validates Brazilian Technical Standards (NBRs), saving engineers 30% of their time by eliminating manual document verification while preventing structural failures and regulatory fines.

A Cosmos API starter project to analyze files and chat with LLM.

Production-ready memory framework for AI agents. Dual-agent synthesis, self-evolution, composite scoring, multi-tenant isolation. REST API, Python SDK, CLI.

The holographic core for leOS

Never repeat yourself across AI :)

A rust native, standalone and self-managed vector database uses HNSW data structure for fast queries and search.

Q&A System using BERT and Faiss Vector Database

Lightning-fast RAG for AI agents. ONNX-powered, 4-layer fusion, MCP server. No PyTorch.

The open-source, self-hosted alternative to NotebookLM.

Persistent semantic memory server for MCP - Give your AI long-term memory that survives across conversations. Lightweight Python server with SQLite storage and semantic search.

sovereign embedded vector database, single-file .nest container with content-addressable citations, reproducible builds, and offline-first model verification.

LanceDB C# SDK

Turbocharge your AI Agents with TurboQuant