Demos and notebooks

I often write small demos and Python notebooks to illustrate the concepts explained in more technical blog posts and talks. Here is a collection of some of these notebooks.

• Jan. 26, 2026: From RAG to AI Agents
• Oct. 29th, 2024: How to Build a Reliable Voice Bot
• Oct. 1st, 2024: Who has the best RAG?
• Sep. 18th, 2024: Controlling LLM Translations of Invariant Elements with RAG
• Dec. 15th, 2023: Optimizing LLMs with Retrieval Augmented Generation and Haystack 2.0
• Nov. 9th, 2023: Haystack 2.0: The World of Web RAG
• Nov. 5th, 2023: Haystack 2.0: Indexing data for RAG applications
• Oct. 27th, 2023: Haystack 2.0: RAG Pipelines from scratch
• Oct. 25th, 2023: Haystack 2.0: RAG Pipelines
• Oct. 7th, 2023: Multimodal Retriever: a live coding demo