Lightweight, extensible Node.js library for evaluating Retrieval-Augmented Generation (RAG) systems

Qdrant vector database adapter for hybrid RAG systems

Provider-agnostic embedding generation for hybrid RAG systems

BM25 search, reranker, and hybrid fusion for hybrid RAG systems

Structured logging, tracing, and metrics for hybrid RAG systems

Document loading, preprocessing, and chunking strategies for hybrid RAG systems

Core domain types, schemas, and shared utilities for hybrid RAG systems

Lightweight, extensible Node.js library for evaluating Retrieval-Augmented Generation (RAG) systems

Deterministic confidence scorecards for RAG systems with signal policy, calibration, evaluator bridges, and index integrity

A Zero-Dependency Time-Weighted Retrieval (TWR) Suite for Node.js, AI Agents, and RAG Systems.

Professional AI/ML Engineering toolkit: Prompt engineering, LLM integration, RAG systems, AI safety with 12 expert plugins

High-performance synthetic data generator for AI/ML training, RAG systems, and agentic workflows with DSPy.ts, Gemini, OpenRouter, and vector databases

RAG Systems Were a Mistake - Replace vector databases with 0.3ms mathematically optimal context selection

CLI interface for hybrid RAG systems

Complete AI/ML plugin with OpenAI, Gemini, LangChain agents, RAG systems, model deployment, prompt engineering, and MLOps patterns for ClaudeAutoPM

High-density knowledge storage for RAG systems using QR-encoded video. Self-contained solution with no external API dependencies - transform text into searchable MP4 videos.

Main RAG pipeline orchestrator for hybrid RAG systems

Soter is a safety layer for AI chatbots, agents, RAG systems, and LLM applications.

A a collection of languages stemmers and stopwords for Lunr Javascript library

n8n community nodes for Google Gemini File Search Tool API - Build powerful document search and RAG systems with AI-powered semantic search