Retrieval augmented generation

Retrieval Augmented Generation (RAG) and local GPT (text generation LLM - large language models) toolkit for machine learning (ML) apps with node-red

node-red machine learning ml text pdf hugging face llm qdrant vectordb rag

1.0.30 • Published 8 months ago

Inspired by LangMem, nodemem-js is a fast, in-memory vector database for Node.js, designed for efficient similarity search of vector embeddings. Perfect for building chat agent memory and semantic retrieval systems.

vector database vector store embedding embeddings similarity search semantic search cosine similarity in-memory inmemory memory

1.0.0 • Published 5 months ago

Use local LLMs in your browser and Node.js apps.

Function LLM OpenAI Anthropic embeddings vector search RAG retrieval augmented generation

0.0.3 • Published 10 months ago

Retrieval augmented generation Packages

node-red-contrib-ml-rag

nodemem-js

fxn-llm