PatrickWalsh6079

Amazon-SageMaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

Automation_Email_Extract_APIs

Business-Analytics

Correlation, regression, descriptive statistics, R-squared, two-way sensitivity analysis, and more!

C

These are some simple programs that helped me learn the C programming language.

Cpp

These are programs written in C++

DataScience

These are programs I have written to facilitate the creation of Machine Learning models and other Artificial Intelligence projects.

Gaming

This repository includes game projects for school and for fun.

Google-Cloud-Redaction

Langchain_Invoice_extractor

This program uses a PDF uploader and LLM to extract content from PDFs and convert them to a structured, .csv file. Can use either the OpenAI or Llama LLM. Run in terminal with following command: streamlit run app.py

LangChain_LinkedIn_Resume_Processor

This program scrapes a LinkedIn user's profile and saves it to a JSON file. It then loads the JSON file, breaks it into chunks, vectorizes the data and stores the vectorized data in a vector store, then uses a LLM to do Q&A over documents using an OpenAI model.

PatrickWalsh6079/Langchain_Invoice_extractor

This program uses a PDF uploader and LLM to extract content from PDFs and convert them to a structured, .csv file. Can use either the OpenAI or Llama LLM. Run in terminal with following command: streamlit run app.py

PatrickWalsh6079/LangChain_LinkedIn_Resume_Processor

This program scrapes a LinkedIn user's profile and saves it to a JSON file. It then loads the JSON file, breaks it into chunks, vectorizes the data and stores the vectorized data in a vector store, then uses a LLM to do Q&A over documents using an OpenAI model.

PatrickWalsh6079/Automation_Email_Extract_APIs

PatrickWalsh6079/Business-Analytics

Correlation, regression, descriptive statistics, R-squared, two-way sensitivity analysis, and more!

PatrickWalsh6079/C

These are some simple programs that helped me learn the C programming language.

PatrickWalsh6079/Cpp

These are programs written in C++

PatrickWalsh6079/Gaming

This repository includes game projects for school and for fun.

PatrickWalsh6079/JavaScript-Web-Development

PatrickWalsh6079/JavaTheHut

PatrickWalsh6079/LangChain_demo

Simple Large Language Model (LLM) for learning purposes using LangChain and OpenAI to create a Q&A chatbot.

PatrickWalsh6079/Langchain_Email_generator

This LLM uses the LLama 2 model to generate email templates given a few input parameters.

PatrickWalsh6079/LangChain_inquiry_processor

This program is a web application that allows a user to copy and paste a customer inquiry into a text box and the AI processes that inquiry, providing a summary, extracts the key topic(s), assigns label codes, and provides sentiment.

PatrickWalsh6079/Langchain_marketing_app

This application uses LangChain and OpenAI to generate information based on the intended audience and subject matter. The UI is built with Streamlit.

PatrickWalsh6079/LangChain_memory

This program explores different uses of memory chains within LangChain to create Large Language Model applications that have the ability to remember previous chats in a conversation, giving the model greater context understanding.

PatrickWalsh6079/LangChain_OpenSource_Chatbot

This application uses Bloom, a free, open source LLM alternative to GPT3.5. Bloom was developed by BigScience.

PatrickWalsh6079/LangChain_prompts

LangChain demo on how to create and use prompts and prompt templates in Large Language Models (LLM) and chatbots.

PatrickWalsh6079/Langchain_Recipe_creator

This app uses an LLM to generate recipes based on available ingredients. Just type in the available ingredients and the app creates recipe suggestions.

PatrickWalsh6079/Langchain_Satirical_News_Generator

This app uses Langchain to generate satirical news articles intended for entertainment purposes.

PatrickWalsh6079/LangChain_semantic_search_over_docs

This program has a document connection chain built out, with a document that is loaded, transformed (broken into chunks), text embedded, stored in a vectorstore, and retrieved with a document retriever. It lets the user perform semantic search over the document to pull back similar document objects from each search.

PatrickWalsh6079/LangChain_semantic_search_using_pinecone

This program uses Pinecone as a vector store to allow the user to perform semantic search over documents.

PatrickWalsh6079/LangChain_word_similarity_search

This repository uses LangChain and OpenAI to do word similarity searches, allowing the user to input a word and for the model to output similar words based on cosine similarity.

PatrickWalsh6079/LangChain_YouTube_Chatbot

This app transcribes YouTube videos using audio-to-text and stores the transcripts in a vector store database which can then be queried with an LLM chatbot interface.

PatrickWalsh6079/NaturalLanguageProcessing

Notebooks for building NLP text models using Python.

PatrickWalsh6079/NLP_Word_Freq_Analysis

This contains code and a report of word frequency distribution, REGEX, bigram frequency analysis, and pointwise mutual information.

PatrickWalsh6079/Pong_Mobile_App

This is a mobile app version of the classic game Pong. Built using Kivy

PatrickWalsh6079/Pygame

PatrickWalsh6079/Python

PatrickWalsh6079/R

This holds my first R programs written during grad school for my Master's degree in Data Science. Written in RStudio.

PatrickWalsh6079/Software_Security

This repository has descriptions and code examples from the Common Weakness Enumeration (CWE) Top 25 Most Dangerous Software Weaknesses.

PatrickWalsh6079/SQL

Collection of SQL statements run in MySQL Workbench from Oracle