# RAG

A rag pipeline with a chatbot feature

Resources used to build this project :

• embedding model : https://huggingface.co/mixedbread-ai/mxbai-embed-large-v1
• dataset : https://huggingface.co/datasets/not-lain/wikipedia
• faiss docs : https://huggingface.co/docs/datasets/v2.18.0/en/package_reference/main_classes#datasets.Dataset.add_faiss_index
• chatbot : https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct
• Full documentation : https://huggingface.co/blog/not-lain/rag-chatbot-using-llama3