Projects in Awesome Lists by wlopezm-unal
A curated list of projects in awesome lists by wlopezm-unal .
https://github.com/wlopezm-unal/chatbot_langchain_multiqueryretriever
chatbot that allows you to interact with your PDF files. When you upload a document, it generates a split and a summary, stored in separate collections within the Qdrant vector database. When you ask a question, two queries are created to search for relevant information in the summary and split, optimizing token usage in the LLM model.
docker-compose gemini-pro git langchain llm phoenix python qdrant streamlit
Last synced: 09 Feb 2025
https://github.com/wlopezm-unal/machine-learning
Modelos de machine learning. you can see different notebook where i worked with machine learning model, data exploring data cleaning.
beautifulsoup etl-automation matplotlib pandas-python python requests sklearn
Last synced: 25 Feb 2025
https://github.com/wlopezm-unal/titanic_ship-streamlit
Machine Learning model, where using titanic ship data and see if is be able to predict if a passager was salved or died. This apply use Machien learning (Random Forest, gassianNB and Logistic Regressión) . Further, using streamlit together to FastApi be able to see the predict result
docker machine-learning optuna scikit-learn streamlit supervised-machine-learning
Last synced: 25 Feb 2025
https://github.com/wlopezm-unal/world-population-1950-2100
This repository is an RPA where, through web scraping and using the Selenium library, it extracts information about the world population from the years 1950 to 2100 from the website 'https://world-statistics.org' for different countries
pandas-python requests rpa-robotic-process-automation selenium
Last synced: 25 Feb 2025
https://github.com/wlopezm-unal/rpa_coronavirus
RPA que automatiza la búsqueda y descarga de graficas de diferentes paises en torno a los casos confirmados y las muertes confirmadas, desde el año 2020 hasta la fecha actual
python rpa-robotic-process-automation
Last synced: 25 Feb 2025
https://github.com/wlopezm-unal/zoomcamps
Related documentation about zoomcamp
Last synced: 25 Feb 2025
https://github.com/wlopezm-unal/web_scraping-with-aws
It is a project in which the infrastructure is created in AWS using Terraform to create the VPC, EC2, S3, RDS, the security group. This in order to be able to run a web scraping code in EC2 and extract data regarding the English soccer league 2023-2024 and save that information in an S3.
aws-cli aws-ec2 aws-s3 bs4 docker python terraform
Last synced: 25 Feb 2025
https://github.com/wlopezm-unal/practice_frontend
This code is frontend to page where its topics is about some show data to Zelda Breath of the wild
Last synced: 25 Feb 2025
https://github.com/wlopezm-unal/cnn_tensorflow
Notebook on the use of the VGG19 model of a Convolutional Neural Network (CNN) for image classification of natural scenes. The framework is TensorFlow
cnn python tensorflow vgg19-model
Last synced: 25 Feb 2025
https://github.com/wlopezm-unal/wordpressmysqlkubernete
Implementación de MySQL y WordPress en Kubernetes: Descubre cómo desplegar y gestionar eficientemente tu base de datos y tu sitio web en esta plataforma de orquestación de contenedores
docker kubernetes kubernetes-deployment mysql wordpress
Last synced: 25 Feb 2025
https://github.com/wlopezm-unal/chatbot_langchain
Chatbot using Langchain and Gemini-pro
gemini-pro langchain llm pypdf2 python streamlit vector-database
Last synced: 25 Feb 2025
https://github.com/wlopezm-unal/reddit_project_airflow_aws
This project focuses on implementing an ETL pipeline using Apache Airflow to efficiently extract data from Reddit, transform it as needed, and load it into an AWS S3 bucket. The use of Airflow allows for robust orchestration of the data workflow, ensuring that each step of the ETL process is executed in a reliable and repeatable manner.
airflow airflow-dag airflow-docker aws docker-compose git python terraform
Last synced: 06 Apr 2025
https://github.com/wlopezm-unal/cobro_bancario
Backend using FastApi and CRUD methodology. This project aims to receive data from users, look at bank loan statuses, look at the amount of money requested and approved. On the other hand, it has a notification option sending an email to the user in case the loan cancellation date has passed.
fastapi mysql python smtplib sqlalchemy
Last synced: 25 Feb 2025
https://github.com/wlopezm-unal/proyecto-tic
RPA process using Aws client. Where the final steps is a bucket S3 where it gonna save this data
Last synced: 25 Feb 2025