Jérôme DIAZ – Medium

Jérôme DIAZ

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Jérôme DIAZ

(Hugging Face) — Text classification, going further than the tutorial

Hugging Face’s tutorial about text classification train a 2 labels model. This article is about checking if you can go further… (yes)

Sep 12

(Hugging Face) — Text classification, going further than the tutorial

Sep 12

Pinned

Jérôme DIAZ

RAG: hybrid search based on two indexes

The proposition I will be talking about in this article is something I already have implemented and I am currently testing in a personal…

Mar 29

RAG: hybrid search based on two indexes

Mar 29

Jérôme DIAZ

(Python) Why and how to serialize/deserialize objects.

Serialization is the process of converting in-memory data into a format, typically text or binary, that can be easily transmitted and…

2d ago

(Python) Why and how to serialize/deserialize objects.

2d ago

Jérôme DIAZ

LLMs can’t remember conversations, so how can ChatGPT work?

6d ago

LLMs can’t remember conversations, so how can ChatGPT work?

6d ago

Jérôme DIAZ

Stable-Diffusion simply explained, or how we can create images from text

A simple but accurate explanation of how stable diffusion work for generating images from a text. Spoiler alert, it starts with the end…

Sep 22

Stable-Diffusion simply explained, or how we can create images from text

Sep 22

Jérôme DIAZ

A case study about delaying and buffering data transmission to fix performance issues

This is about an issue that was encountered a few weeks ago in a side project and how it was fixed.

Sep 2

A case study about delaying and buffering data transmission to fix performance issues

Sep 2

Jérôme DIAZ

From Text to Knowledge Graph

This short article will start by giving a brief explanation on what is a knowledge graph and how it can be used in the context of RAG. Then…

Jul 28

From Text to Knowledge Graph

Jul 28

Jérôme DIAZ

Python’s tales from the for-loop: when performance does matter

Spoiler alert! We will talk about list construction, memory efficiency, function/variable execution and conditions.

Jun 28

Python’s tales from the for-loop: when performance does matter

Jun 28

Jérôme DIAZ

Python Pandas library: the tricks behind DataFrame filtering

Spoiler alert, it is mostly about operator overloading and predicates!

Jun 16

Python Pandas library: the tricks behind DataFrame filtering

Jun 16

Jérôme DIAZ

RAG, Knowledge Bases: transposing programming principles

In programming, we distinguish compiled and interpreted languages. For RAG it is the same, knowledge can be indexed beforehand… or not!

Jun 15

RAG, Knowledge Bases: transposing programming principles

Jun 15

Jérôme DIAZ

Jérôme DIAZ

Software designer with two master's degrees and a natural curiosity. I enjoy understanding how things work: to fully use them and also create new solutions.

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