@mastra/rag

The Retrieval-Augmented Generation (RAG) module contains document processing and embedding utilities.

v1.3.4 URL: https://unpkg.com/@mastra/rag@1.3.4/dist/index.js

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rag retrieval-augmented-generation vector-search vectorstore embeddings embedding document-processing semantic-search text-splitting chunking ai llm llms typescript

@atlas0321/ollama-ui

Modern desktop chat interface for Ollama with RAG, code canvas, tool calling, and advanced thinking modes

v0.8.42 URL: https://unpkg.com/@atlas0321/ollama-ui@0.8.42/src/main.js

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ollama chat electron desktop cli ai llm rag retrieval-augmented-generation chromadb vector-database code-canvas tool-calling thinking-modes qwen deepseek gpt-oss local-ai

rag-system-pgvector

A complete Retrieval-Augmented Generation system using pgvector, LangChain, and LangGraph for Node.js applications with dynamic embedding and model providers, structured data queries, and chat history - supports OpenAI, Anthropic, HuggingFace, Azure, Goog

v2.4.4 URL: https://unpkg.com/rag-system-pgvector@2.4.4/src/ragSystem.js

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quick-rag

⚡ Quick RAG - Production-ready local AI with Ollama & LM Studio SDK integration + Document Loaders (PDF, Word, Excel, PowerPoint) + Function-based Filters + Query Explainability + Dynamic Prompts + Decision Engine

v1.1.10 URL: https://unpkg.com/quick-rag@1.1.10/src/index.node.js

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rag quick-rag ollama lm-studio react local-ai vector-search retrieval-augmented-generation embeddings pdf document-loader pdf-parser word excel

mongodb-rag-core

Common elements used by MongoDB Chatbot Framework components.

v0.7.1 URL: https://unpkg.com/mongodb-rag-core@0.7.1/build/index.js

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retrieval-augmented-generation rag chatbot mongodb mongodb-chatbot-framework