Discover the fascinating world of Retrieval-Augmented Generation (RAG), a revolutionary advancement in Large Language Models.
Join us for a practical journey through the implementation of RAG with OpenAI and alternative opensource solutions like Hugging Face models, Ollama, Chroma, Flowise, AnythingLLM, RAGFlow and Dify.
Learn how to master embeddings and vector stores, and unlock the secrets of a concrete implementation tailored to your needs.

What audience will learn:
- In-depth understanding of key RAG concepts: embeddings, vectors, naive versus advanced RAG techniques
- Practical skills to implement RAG using commercial or open-source solutions

Conference given in French at the DevDay 2024 event in Belgium with positive feedbacks. Slide are available here (but without the many demos): https://www.slideshare.net/slideshow/devday-2024-dialoguer-avec-vos-documents-decouvrez-la-magie-du-rag-avec-et-sans-openai/273102671