Azure OpenAI GPT model to review Pull Requests for Azure DevOps
In recent months, the use of Generative Pre-trained Transformer (GPT) models for natural language processing (NLP) has gained significant traction. GPT models, which are based on the Transformer architecture, can generate text from arbitrary sources of input data and can be trained to identify errors and detect anomalies in text. As such, GPT models are increasingly being used for a variety of applications, ranging from natural language understanding to text summarization and question-answering. In the software development world, developers use pull requests to submit proposed changes to a codebase. However, reviews by other developers can sometimes take a long time and not accurate, and in some cases, these reviews can introduce new bugs and issues. In order to reduce this risk, During my research I found the integration of GPT models is possible and we can add Azure OpenAI service as pull request reviewers for Azure Pipelines service. The GPT models are trained on developer codebases and are able to detect potential coding issues such as typos, syntax errors, style inconsistencies and code smells. In addition, they can also assess code structure and suggest improvements to the overall code quality. Once the GPT models have been trained, they can be integrated into the Azure Pipelines service so that they can automatically review pull requests and provide feedback. This helps to reduce the time taken for code reviews, as well as reduce the likelihood of introducing bugs and issues.Teach ChatGPT to Answer Questions: Using Azure AI Search & Azure OpenAI (Lang Chain)
In this two-part series, we will explore how to build intelligent service using Azure. In Series 1, we'll use Azure AI Search to extract keywords from unstructured data stored in Azure Blob Storage. In Series 2, we'll Create a feature to answer questions based on PDF documents using Azure OpenAI.Azure Data Explorer for Vector Similarity Search
https://learn.microsoft.com/en-us/azure/data-explorer/kusto/query/series-cosine-similarity-function In the world of AI & data analytics, vector databases are emerging as a powerful tool for managing complex and high-dimensional data. In this article, we will explore the concept of vector databases, the need for vector databases in data analytics, and how Azure Data Explorer (ADX) aka Kusto can be used as a vector database.Teach ChatGPT to Answer Questions: Using Azure AI Search & Azure OpenAI (Semantic Kernel)
In this two-part series, we will explore how to build intelligent service using Azure. In Series 1, we'll use Azure AI Search to extract keywords from unstructured data stored in Azure Blob Storage. In Series 2, we'll Create a feature to answer questions based on PDF documents using Azure OpenAIBuilding GPT-4 powered bots for SAP enterprise data on Microsoft Teams: A Low-Code Approach
What if a salesperson could simply ask a chatbot in natural language to fetch the information about products from complex databases and then create a sales order back in their SAP system, all without leaving the Microsoft Teams interface? With Azure AI Studio and Power Platform, this is not only possible but easy to implement. In this blog post, we'll explore a real-life use case where a salesperson uses a GPT-4 powered bot to query data from SAP systems in natural language. The same AI model can further create a JSON that could be used to place a sales order in the SAP system, all without having to leave the chat interface.
Empowering Educators: Automated Assignment Scoring via Azure OpenAI Service ChatGPT
Are you an educator struggling to balance teaching and grading assignments? It's time to revolutionize the way you assess your students! Learn how Azure OpenAI ChatGPT can empower you to automate assignment scoring, streamline your workload, and provide valuable insights into students' learning experiences. Unlock the full potential of your teaching and focus on creating engaging educational moments for your students. Don't miss out on our groundbreaking solution for educators in Asia and beyond!
