Aylex Riom

/KGLiNER

An exploration of generalized Named Entity Recognition and Graph generation.

Multi-Classifier on Google Cloud Run

Deploying Scikit-Learn Models using CI/CD on Google Cloud In my most recent project, I undertook an in-depth exploration of the offerings available on Google Cloud Platform (GCP). The central goal was to deploy a machine learning model, trained using various algorithms from the Scikit-learn library in Python3, and to integrate this with a Streamlit frontContinue reading “Multi-Classifier on Google Cloud Run”

Automated Business Marketing Consultant AI Agent

Exploring Multi-Agent Generative AI: An exploration into Language Model Composability, Research & Development, Tokenization, Vectors, Synthetic Data, and Google Cloud Deployment Approximately six months ago, Chat GPT made a dramatic entrance to the AI scene. What was and is happening in the ecosystem around it has been bustling with activity equally if not more exciting.Continue reading “Automated Business Marketing Consultant AI Agent”

The Heroes Journey of Programming

A prompt engineering exercise for the new programmer. Warning: advice was questionable, always seek professional advice.

Multi-Class Classifier With Deep Learning

Hugging Face Space Github Repo (including notebook for training the model) Prior to the explosion of ChatGPT onto the public consciousness, Machine Learning was most closely aligned with image classification rather than text prediction in my mind. Alas! Oh how things have changed, transformed even. Regardless, Image classification is a key problem in computer visionContinue reading “Multi-Class Classifier With Deep Learning”

Building a Python Project Generator with Langchain, Streamlit, and HuggingFace Spaces.

My Journey from Learning to Chain Prompts to Deploying a Simple Yet Effective Application HuggingFace Link: https://huggingface.co/spaces/nullzero-live/python-project-generator/ Github Link: https://github.com/nullzero-live/prompt-engineering-llmchain In this tutorial, we will be building a Python project generator that utilizes Langchain and Streamlit. We will be using OpenAI language models and chaining them together to generate coherent and functional Python scripts (hopefully!)Continue reading “Building a Python Project Generator with Langchain, Streamlit, and HuggingFace Spaces.”

The Buddha’s Journey to Unity

The Buddha returns to nature as an eternal fire for all of us to observe. Below is a generated text based on the prompt included as an appendix. Please enjoy. The Buddha sat in deep meditation, his body still and his mind focused. For years, he had sought enlightenment, and now, finally, it was withinContinue reading “The Buddha’s Journey to Unity”