Medium

Brice Fotzo

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Brice Fotzo

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Jul 19

SQL Is All You Need: RAG without a Vector Database in a Dozen Lines of BigQuery

A practical build of embedings, verctor search, and grounded generation in pure BigQuery SQL, reproductible on a public dataset.

SQL Is All You Need: RAG without a Vector Database in a Dozen Lines of BigQuery

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Google Cloud - Community

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Brice Fotzo

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May 16

`gcloud run compose up`: Deploy a Multi-Service GPU Stack to Cloud Run from Docker Compose

A practical guide to gcloud run compose up, and the pitfalls nobody tells you about

`gcloud run compose up`: Deploy a Multi-Service GPU Stack to Cloud Run from Docker Compose

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Towards Dev

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Brice Fotzo

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Aug 2, 2024

Testing LLMs and Prompts using Testcontainers and Ollama in Python

An easy-to-use testing framework for LLMs and prompts using Python

Testing LLMs and Prompts using Testcontainers and Ollama in Python

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Data Engineer Things

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Brice Fotzo

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Jul 5, 2024

5 minutes to create your own Spark Cluster: A Step-by-Step guide

Whether you’re developing data applications, testing Spark jobs, or learning Spark, you need a spark cluster, let’s get the cheapest one

5 minutes to create your own Spark Cluster: A Step-by-Step guide

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Level Up Coding

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Brice Fotzo

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Sep 7, 2023

How to quickly run SQL queries using Docker?

Docker provides a remarkable solution to run SQL queries, especially for concerns such as affline access, data safety, reliability, or

How to quickly run SQL queries using Docker?

Brice Fotzo

·

Apr 28, 2025

Getting Started with Google Cloud Platform: Deploy a Web Server — Nginx

In my previous article, we explored the fundamental concepts and key services that make up Google Cloud Platform. We covered everything…

Getting Started with Google Cloud Platform: Deploy a Web Server — Nginx

Brice Fotzo

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Apr 28, 2025

Getting Started with Google Cloud Platform: Core Concepts and Key Services

Understand the basics of Google Cloud Platform and know which services to use, when and why

Getting Started with Google Cloud Platform: Core Concepts and Key Services

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Brice Fotzo

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Jun 30, 2024

reqs-check: The Python package I wish I had known about earlier

Check your requirements.txt files. Compare them and find duplicate packages.

reqs-check: The Python package I wish I had known about earlier

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Towards Dev

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Brice Fotzo

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Jun 12, 2024

How to copy files into a Docker container without using the COPY command

3 methods to copy files into a running container without stopping it or rebuilding the image

How to copy files into a Docker container without using the COPY command

Brice Fotzo

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Jun 5, 2024

Mastering Docker Volumes: A practical guide for Beginners

Docker volume from https://docs.docker.com/storage/volumes/

Mastering Docker Volumes: A practical guide for Beginners

Brice Fotzo

Brice Fotzo

Talking about Data, AI & Cloud GitHub: https://github.com/bricefotzo LinkedIn: https://www.linkedin.com/in/bricefotzo

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