A simple example showing how to use Chain of Thought Prompting with RAG using Mastra, OpenAI, and PGVector.
Lightweight JavaScript library for parsing and manipulating TAK messages
A a collection of languages stemmers and stopwords for Lunr Javascript library
The Retrieval-Augmented Generation (RAG) module contains document processing and embedding utilities.
A Node-RED node to register to TAK and to help wrap files as datapackages to send to TAK
A rag component for Convex.
A agent component for Convex.
Lightweight JavaScript library for communicating with TAK Server
A simple example showing how to use Chain of Thought Prompting with RAG using Mastra, OpenAI, and PGVector.
Phase 2 of the catalog plane. Adds vector embeddings, AI-agent access patterns, and the MCP server scaffolding on top of the Phase 1 foundation in `@voyantjs/catalog`.
Retrivora AI is a plug-and-play AI engine for RAG chat experiences — generic vector DB + LLM provider, embeddable or standalone.
The official Pinecone TypeScript SDK for building vector search applications with AI/ML.
Extract clean, timestamped YouTube captions, subtitles, transcripts, and video metadata for AI summaries, RAG, search, and slide-ready workflows.
Local RAG MCP Server - Easy-to-setup document search with minimal configuration
A JavaScript library for Retrieval-Augmented Generation (RAG) within the QVAC ecosystem. Build powerful, context-aware AI applications with seamless document ingestion, vector search, and LLM integration.
> LlamaCloud is a new generation of managed parsing, ingestion, and retrieval services, designed to bring production-grade context-augmentation to your LLM and RAG applications.
CouchDB library with a simple, functional-programing-friendly API, returning promises
<p align="left"> <a href="https://r2r-docs.sciphi.ai"><img src="https://img.shields.io/badge/docs.sciphi.ai-3F16E4" alt="Docs"></a> <a href="https://discord.gg/p6KqD2kjtB"><img src="https://img.shields.io/discord/1120774652915105934?style=social&logo=
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The best library to work with LLMs
QdrantRag vector store and QdrantRagProvider for @mcp-abap-adt/llm-agent.
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RAG (Retrieval-Augmented Generation) utilities for Wundr platform - embeddings, chunking, and vector operations