Leonie Monigatti
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AWS Machine Learning Blog (1)
Docker Blog (1)
Stackoverflow Blog (1)
Weaviate Blog (10)
Weights & Biases Blog (6)

Portfolio

My technical writing has been published in a variety of technical publications:

An Overview of Late Interaction Retrieval Models: ColBERT, ColPali, and ColQwen

Weaviate Blog
Apr 9, 2025

What Are Agentic Workflows? Patterns, Use Cases, Examples, and More

Weaviate Blog
Mar 6, 2025

ハイブリッド検索とは?

Weaviate Blog
Dec 11, 2024

What is Agentic RAG

Weaviate Blog
Nov 5, 2024

A Gentle Introduction to Vector Databases

Weaviate Blog
Aug 1, 2024

OpenAI’s Matryoshka Embeddings in Weaviate

Weaviate Blog
Jun 18, 2024

Step-by-Step Guide to Choosing the Best Embedding Model for Your Application

Weaviate Blog
Jun 4, 2024

Evaluation Metrics for Search and Recommendation Systems

Weaviate Blog
May 28, 2024

Building a Local RAG System for Privacy Preservation with Ollama and Weaviate

Weaviate Blog
May 21, 2024

Using Weaviate with Non-English Languages

Weaviate Blog
Jan 30, 2024

Build enterprise-ready generative AI solutions with Cohere foundation models in Amazon Bedrock and Weaviate vector database on AWS Marketplace

AWS Machine Learning Blog
Jan 24, 2024

What Is MLOps? Machine Learning Operations Explained

Weights & Biases Blog
Jan 11, 2024

From prototype to production: Vector databases in generative AI applications

Stackoverflow Blog
Sep 23, 2023

How to Get Started with the Weaviate Vector Database on Docker

Docker Blog
Sep 19, 2023

Understanding LLMOps: Large Language Model Operations

Weights & Biases Blog
Apr 16, 2023

Intro to MLOps: Data and Model Versioning

Weights & Biases Blog
Jan 17, 2023

Intro to MLOps: Hyperparameter Tuning

Weights & Biases Blog
Dec 20, 2022

Intro to MLOps: Machine Learning Experiment Tracking

Weights & Biases Blog
Nov 22, 2022

A gentle introduction to time series analysis & forecasting

Weights & Biases Blog
Sep 25, 2022
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  • Hi, I am Leonie, a machine learning engineer and technical writer. I help developers build vector-based AI solutions. My writing focuses on machine learning and AI engineering.
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