maap-ai/maap

The MAAP Framework is a MongoDB AI Applications Program (MAAP) that provides pre-designed architectures for building Retrieval-Augmented Generation (RAG) applications using MongoDB and Atlas Vector Search. It allows users to configure their RAG applications through a YAML file, supporting customizable data loaders, embedding models, chat LLM models, and post-query re-rankers, with integrations for various MAAP partners like AWS, Azure, GCP, Anthropic, and more.