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selfishark's Projects

azure-search-openai-demo icon azure-search-openai-demo

A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

bing-gpt-voice-assistant icon bing-gpt-voice-assistant

This is a Python voice assistant that takes two different wake words. One for prompting Bing AI using EdgeGPT and the other will prompt the GPT-3.5-Turbo API

chat-copilot icon chat-copilot

Chat Copilot is an AI chat application sample created for educational purposes. It is built on Microsoft Semantic Kernel and has two components: A frontend React web app, A backend .NET web service that provides an API for the React web app to interact with the Semantic Kernel.

devops-mentorship-program icon devops-mentorship-program

The DevOps mentorship program with Vladimir Mukhin shared by Mohaned Omran. The program has been an incredible journey filled with valuable knowledge and insights. Throughout the mentorship, they covered a range of topics including AWS, Terraform, Docker, GitHub, and the basics of Kubernetes.

nlp icon nlp

my apprenticeship of Natural Language Processing

notebooks icon notebooks

Notebooks using the Hugging Face libraries 🤗

resume-ner-bert icon resume-ner-bert

This repository applies BERT for named entity recognition on resumes. The goal is to find useful information present in resume.

resume-scoring-using-nlp icon resume-scoring-using-nlp

The objective of the project is to create a Resume Scoring algorithm using Natural Language Processing. The algorithm will parse resumes one by one and will create a Candidate Profile based on the skills mentioned in the resume. A corpus is created using Sketch Engine, Wikipedia pages for various required skills (example : Machine Learning, Data Science, Software developer, Programming) are given as input, Sketch Engine creates a corpus from the useful data available on the given links. Word Embeddings are created from the corpus and these are used to match the skills in the candidate resume with the required skills. Finally, the candidate profile is built and plotted as a bar graph for better visualization.

semantic-kernel icon semantic-kernel

Integrate cutting-edge LLM technology quickly and easily into your apps

semantic-kernel-docs icon semantic-kernel-docs

Semantic Kernel (SK) is a lightweight SDK enabling integration of AI Large Language Models (LLMs) with conventional programming languages.

semantic-kernel-v1-proposal icon semantic-kernel-v1-proposal

In preparation for the v1.0 review, Matthew Bolanos put together some canonical samples that show off what the new experience looks like.

semantic-memory icon semantic-memory

Index and query any data using LLM and natural language, tracking sources and showing citations. Seems to be connected to Document Intelligence (Form Recogniser))

vivy icon vivy

Personalised OpenAI's GPT-3.5 Turbo model to engage in personalized conversations.

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