Ednalyn C. De Dios

Florilegium: a blog not about flowers.

  • Structured Data to Knowledge Graph for Retrieval-Augemented Generation

    Building a knowledge graph-powered RAG from structured data. Github repo

  • Fallout

    Pardon the look and feel of the website right now if they hurt your eyes. I recently started playing Fallout again, and I wanted to create something similar to the Pipboy. Lollllz.

  • Retrieval-augmented generation powered by a knowledge graph

    Automated knowledge graph construction and RAG implementation using OpenAI’s ChatGPT and Neo4j.

  • NLP on Steroids

    Using Amazon Textract, Amazon Bedrock, and LangChain to Process Documents.

  • Build a ChatBot Using Local LLM

    Using Ollama, LangChain, and Streamlit, this project aims to demonstrate how a recruiter or HR personnel can benefit from a chatbot that answers questions regarding candidates.

  • Elevate your NLP Game with AI

    This project aims to demonstrate how we can use the power of LLMs like ChatGPT to perform classic NLP tasks like sentiment analysis.

  • Job Description Summarizer Using LangChain and Streamlit

    The goal of this project is to create an app that summarizes the technology stack in a job description.

  • Multiple Choice QnA Reviewer – ChatGPT, LangChain, RAG

    This project aims to create a reviewer for the latest Occupational Therapy Rules published by the Texas Board of Occupational Therapy Examiners.

  • Lesson Plan Maker – Powered by ChatGPT Using LangChain

    The goal of this project is to creates a “quick and dirty” lesson plan with differentiated worksheets for different student accommodations.

  • Hands-on Introduction to Semantic Kernel

    The goal of this project is to demonstrate how to use semantic kernel in both the python console and the web browser. Github repo

  • Existential Crisis

    I feel like I’ve been in a state of brumation since ChatGPT. I haven’t been writing any articles at all. Instead, I’ve been upskilling and silently keeping up on the recent going ons with ChatGPT and other LLMs. See, I knew then that it was going to be revolutionary whenever GPT-4 comes out. What I…

  • Go viral or not?

    I used, XGBoost to analyze the Online News Popularity Data and predict the popularity of online news articles. The aim is to construct a model and extract feature importance. The research question is as follows: Can gradient boosting be constructed based solely on the research data?

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“I witnessed first hand how she manages to inspire and energize everyone around her. Her leadership style is only matched by her skillful ability to leverage technology to solve problems. Furthermore, once she sets her mind to something, she becomes an unstoppable force who at the same time is not afraid to ask for help.” – Genevieve R.