Retrieval-augmented-generation Packages

Evaluate responses from MongoDB chatbot server

A chatbot server for retrieval augmented generation (RAG).

UI React components for the MongoDB Chatbot Framework

Common elements used by MongoDB Chatbot Framework components.

MongoDB Ingest CLI for the MongoDB Chatbot Framework.

A TypeScript/JavaScript module for implementing Retrieval-Augmented Generation (RAG) using Qdrant vector database, Google's Generative AI embeddings, and Groq LLM.

LU (Layer Understanding) is a lightweight framework for controlled chatbot interactions with LLMs, action orchestration, and retrieval-augmented generation (RAG).

The TypeScript Code Extractor and Analyzer can be handy for RAG (Retrieval-Augmented Generation) systems for codebases. It provides a detailed and structured representation of the codebase that can be converted into embeddings, enabling more effective adv