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adb_aml_mlops_sample

agentgpt

🤖 Assemble, configure, and deploy autonomous AI Agents in your browser.

aks-java-alpine-openjdk-memory-dump

Taking Java Memory Dump from Containerized App running in AKS/K8S

analyze_customer_reviews_with_aoai

This demo repository demonstrates how to analyze customer reviews with Azure OpenAI Service (AOAI). I leveraged "ASOS Customer Review" from Kaggle to obtain valuable insight from the customer review content.

anomaly_detector_api_to_analyze_stock_perf

Azure Anomaly Detector API to Analyze Stock Performance Data

auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

azure-databricks-cicd-notebook

Powershell Model for Azure Databricks CI/CD with Jupyter Notebooks

azure-face-service-landmarks-git

Face Landmarks Analysis with Azure Face Service and OpenCV

azure_function_python_sample_01

Azure Function (Python) sample to call API, comparing previously state and send alert message over WhatsApp via Twilio.

azure_openai_langchain_sample

This repository contains various examples of how to use LangChain, a way to use natural language to interact with LLM, a large language model from Azure OpenAI Service.

azure_openai_semantic_search_sample

This code repo demonstrates how to use the word embedding model from Azure OpenAI Service to perform a semantic search on a grocery store dataset.

chat_with_csv_streamlit_with_chart

In this repository, you will find an example code for creating an interactive chat experience that allows you to ask questions about your CSV data with chart visualization capabilities.

chat_with_pdf_streamlit

In this repository, you will discover how Streamlit, can work seamlessly with Azure OpenAI Service's Embedding and GPT 3.5 models. These tools make it possible to create a user-friendly web application that enables users to ask questions in natural language about a PDF file they have uploaded.

chat_with_pdf_streamlit_llama2

In this repository, you will discover how Streamlit, a Python framework for developing interactive data applications, can work seamlessly with the Open-Source Embedding Model ("sentence-transformers/all-MiniLM-L6-v2") in Hugging Face and Llama 2 🦙🦙 model.

chat_with_pdf_table

The contents of this repository showcase how to extract table data from a PDF file and preprocess it to facilitate word embedding. This preprocessing step enhances the readability of table data for language models and enables us to extract more contextual information from the tables.

chatbot_with_pdf_streamlit

This code example shows how to make a chatbot for semantic search over documents using Streamlit, LangChain, and various vector databases. The chatbot lets users ask questions and get answers from a document collection. The code is in Python and can be customized for different scenarios and data.

codercards

content_based_product_recommendation_samples

The sample code repository leverages Azure Text Analytics to extract key phrases from the product description as additional product features. And perform text relationship analysis with TF-IDF vectorization and Cosine Similarity for product recommendation.

correctly_face_masked_recognition

This is a code sample repository for using Convolutional Neural Network (CNN) to build an image classification model to recognition people are correctly wearing the face mask or not.

cosmosdb_mongodbapi_samples

This is a sample code repository for demonstrating how to interact with Microsoft Azure Cosmos DB (MongoDB API).

covid19_hk_analysis

This is code sample of data analysis (with visualization) for COVID-19 cases in Hong Kong. Data is obtained from official data.gov.hk.

crime_category_prediction_by_description

Crime Category Prediction by Description. This is sample of multiple class Text Classification with Scikit-Learn.

customer_segmentation_with_rfm_k-means

This is a code sample repository to leverage the famous Online Retail dataset by UCI Machine Learning Library to perform Customer Segmentation with RFM Modelling and perform clustering by K-Means cluster algorithm.

databricks_delta_table_samples

This is a code sample repository for demonstrating how to perform Databricks Delta Table operations.

databricks_odbc_connection_to_azure_sql_db_with_azure_ad_user_access_token

Making ODBC connection from Databricks (Azure Databricks) to Azure SQL Database with Azure AD User Access Token.

decision-tree-sample

Azure Databricks notebook sample to visualize and display Decision Tree model

demo_for_azure_cognitive_services

Demo repository for Azure Cognitive Services

devops-for-ai-apps-2

diabetes_prediction_lr_xgb

This is a sample code repository to leverage classic "Pima Indians Diabetes" from UCI to perform diabetes classification by Logistic Regression & Gradient Boosting algorithms.

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