RAG

Use vLLM Reranker to reorder documents after retrieval from a vector store by relevance to the given query.

High-performance vector search with HNSW indexing for Bun and Browser. 100% recall, 4x memory reduction with Int8 quantization.

ActiveDirectory is an ldapjs client for authN (authentication) and authZ (authorization) for Microsoft Active Directory with range retrieval support for large Active Directory installations.

An in-memory database that's designed for high-performance data storage and retrieval.

This is the GDPR ID retrieval tag that will be used to retrieve all the IDs generated by the Adobe Experience Cloud libraries for a specific domain.

This script is a command-line tool for interacting with NFT contracts, designed to handle token ID validation and metadata retrieval. It supports both ERC-721 and ERC-1155 contracts and can connect to various Ethereum networks.

ShopRAG RAG plugin for storing files in a local directory

A versatile caching solution offering multi-level storage utilizing memory, disk, and Amazon S3 for efficient data management and backup.

TypeScript SDK for Supabase AI/RAG operations with pgvector

Production-grade CLI for AI RAG + Blockchain Web3 Startups - Choose your features!

High performance Ethereum smart contract event indexing for fast local retrieval

MemOS Local memory plugin for OpenClaw — full-write, hybrid-recall, progressive retrieval

Exa SDK for Node.js and the browser

OpenCode plugin for OpenViking — injects indexed repo context into the AI assistant and auto-installs the openviking skill

The Vercel AI SDK Integration for Alchemyst AI.

Airweave search tool for Vercel AI SDK. Add unified search across 35+ data sources to your AI applications in just a few lines of code.

A local-first vector database for efficient storage and retrieval of embeddings.

Embeddable chat widget for RAG-powered knowledge bases