Llm on Rachid Youven Zeghlache

AI SVG Generator: Create Diagrams in Inkscape with LLMs

Thu, 05 Mar 2026 00:00:00 +0000

Generate SVG Diagrams with an LLM Directly Inside Inkscape

You’ve spent the last hour manually drawing a neural network architecture in Inkscape—boxes, arrows, labels, grouped elements—only to realize your client wants it restructured. You start over. This is the pain point: creating complex technical SVGs by hand is repetitive, time-consuming, and fragile to changes. What if you could describe the diagram in plain English and have a fully editable SVG appear on your canvas in seconds?

What is RAG? Retrieval Augmented Generation Explained

Wed, 04 Mar 2026 00:00:00 +0000

RAG Explained — How to Give Your LLM a Memory Without Retraining

You’ve probably noticed that ChatGPT doesn’t know about events from last week, or that your company’s fine-tuned model can’t answer questions about your internal documentation. Most people assume the solution is retraining the model with new data—an expensive, time-consuming process requiring GPU clusters and ML expertise.

There’s a better way. LLMs don’t actually need to “learn” new information to use it effectively. They just need access to it at the right moment. That’s the insight behind RAG (Retrieval Augmented Generation), and it’s why you’re seeing it everywhere from customer support bots to research assistants.

MedFlowAssist

Sun, 01 Feb 2026 00:00:00 +0000

Overview

MedFlowAssist is a multi-agent medical assistant that combines the power of MedGemma, medical speech recognition (MedASR), and LiteLLM to deliver clinical-grade AI assistance across a wide range of healthcare workflows.

Key Features

13 clinical workflows covering documentation, triage, diagnosis support, and more
12 pre-built scenarios ready to deploy out of the box
Voice dictation via MedASR for hands-free clinical note-taking
Multimodal input — image, PDF, and CSV upload supported
Multi-agent orchestration with LangGraph-style task delegation

Clinical Workflows

The assistant covers end-to-end workflows including:

Agentic AI for Health

Thu, 01 Jan 2026 00:00:00 +0000

Overview

Agentic AI refers to systems where a large language model (LLM) acts not just as a question-answering endpoint, but as an autonomous agent — planning, calling tools, retrieving information, and completing multi-step tasks without constant human intervention. In healthcare, this paradigm opens the door to AI systems that can assist clinical workflows, automate research tasks, and synthesise evidence at scale.

Frameworks I work with

LangGraph

LangGraph models agent workflows as stateful directed graphs, enabling complex multi-step reasoning chains with loops, conditional branches, and human-in-the-loop checkpoints. This is particularly useful for clinical decision support pipelines that require evidence retrieval → reasoning → recommendation → validation cycles.

SVG Maker — AI SVG Generator for Inkscape

Thu, 01 Jan 2026 00:00:00 +0000

Overview

SVG Maker is an Inkscape extension that lets you describe any diagram, icon, or figure in plain English and have an LLM generate the corresponding SVG code, which is then inserted directly into your Inkscape canvas.

Features

Natural language → SVG generation powered by GPT-4, Claude, or any OpenAI-compatible API
Iterative refinement: describe changes to the selected SVG element to modify it
Preview before insertion
Works with any Inkscape 1.x installation

Installation

git clone https://github.com/YouvenZ/svg_maker_ink
# Copy to your Inkscape extensions folder
# Linux: ~/.config/inkscape/extensions/
# Windows: %APPDATA%\inkscape\extensions\

Requirements

Inkscape 1.x
Python 3.8+
OpenAI / Anthropic API key (set in extension preferences)

TextGen Ink — AI Text Generator for Inkscape

Thu, 01 Jan 2026 00:00:00 +0000

Overview

TextGen Ink is an Inkscape extension that connects any text element on your canvas to a large language model. Select a text frame, choose an operation, and let the LLM generate, rewrite, summarise, or translate your content in-place.

Use cases

Caption generation: select a figure and generate a descriptive caption
Label refinement: improve the phrasing of axis labels or legend entries
Abstract writing: generate a draft abstract from a set of bullet points
Translation: translate all text elements in a scientific poster to another language

Supported operations

Mode	Description
Generate	Write new text from a prompt
Rewrite	Paraphrase or improve selected text
Summarise	Condense long text to a shorter form
Translate	Translate to a target language

Installation

git clone https://github.com/YouvenZ/textgen_ink