RAGs: Simple Implementations of Retrieval Augmented Generation (RAG) Systems

 

 

• notebooks/mistral-llamaindex-hf-offline.ipynb: A simple RAG system that uses a local Mistral 7B model and an in-memory vector database via LlamaIndex.

• notebooks/mistral-llamaindex-hf-offline-with-reranker.ipynb: Same as above, but adds a reranker model.

• notebooks/mistral-llamaindex-hf-weaviate.ipynb: A simple RAG system that uses a local Mistral 7B model and a Weaviate vector database via LlamaIndex.