Philippe Charrière's Blog
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RAG

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Can we really do something with deepseek-r1:1.5b?

Feb 2, 202517 min read

The answer is yes · Introduction The announcement of DeepSeek-R1 in January made headlines. This announcement even had a significant impact on the stock...

Can we really do something with deepseek-r1:1.5b?

RAG "from Scratch" with Go and Ollama

Dec 13, 202417 min read

First Contact · Today, we'll discuss RAG (Retrieval Augmented Generation). This is a way to provide knowledge that an LLM (Large Language Model) doesn't...

RAG "from Scratch" with Go and Ollama

How to Make an SLM Smarter [short version]

Sep 1, 202410 min read

How to turn a small model into a fern specialist 🌿 · This blog post is the short version of the tutorial How to Make an SLM Smarter I removed all the...

How to Make an SLM Smarter [short version]

How to make a Small Language Model smarter

Aug 31, 202415 min read

How to turn a small model into a fern specialist 🌿 · This tutorial will show how to make an SLM smarter using contextual data. I will use my project...

How to make a Small Language Model smarter

Teaching Docker to an SLM using RAG

Aug 10, 202412 min read

Make a Small Language Model smarter · Introduction The topic of this blog post is to make a SLM smarter (SLM for Small Language model). Why would you...

Teaching Docker to an SLM using RAG

Understand RAG with Parakeet

May 27, 202416 min read

Doing RAG with Golang and Ollama · Reminder: Parakeet is a small library to develop GenAI applications with Golang in a simple way (you can read an...

Understand RAG with Parakeet