Blogs
RSSWelcome to my new website
A quick introduction to my new personal homepage and technical blog.
Hybrid Search with LangChain and MongoDB for Retrieval Augmented Generation
A technical deep dive into setting up BM25 + Vector search.
Mistral and Phi – a revolution based on small (fine-tuned) language models?
Discusses the shift from "bigger is better" to efficient, high-performance small language models (SLMs) and the role of fine-tuning.
Rust in Python, or the rustification of Python
Explores combining Python's productivity with Rust's performance and safety, including tools for interoperability.
Open source large language models
An in-depth look at purely open-source models like BLOOM as alternatives to proprietary models like GPT-4.
A clever way to retrieve information: conversational agents as a tool to access knowledge
Explains how to build professional RAG (Retrieval-Augmented Generation) systems using Aleph Alpha’s Luminous and vector databases.
Quickstart with a European-based LLM: Aleph Alpha's 'Luminous'
A guide on using the Luminous API for natural language processing tasks.
A brief introduction to automatic document processing with LLMs
Covers efficient data extraction from documents using few-shot learning and prompt engineering.
Computer vision for deep learning – a brief introduction
An overview of end-to-end training in neural networks for tasks like object detection and medical imaging.