AI-Driven ServiceNow Incident QnA Bot using Amazon Bedrock
Joseph Velliah
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1M ago
In the ever-evolving landscape of IT service management, efficiency and rapid response are critical. Enter the ServiceNow Incident Analysis QnA Bot, a sophisticated tool designed to automate and streamline the process of incident analysis and resolution. The Convergence of Technologies This application, created using Flask and Python, extracts data about incidents from ServiceNow and saves it in a CSV file. This data can then be analyzed in-depth. However, the application’s true power lies in its use of AI through Langchain and Amazon Bedrock’s models. This helps users better understand incide ..read more
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Building Q&A App Using Bible API OpenAI and Pinecone
Joseph Velliah
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6M ago
In today’s ever-evolving technological landscape, there are infinite possibilities to delve into and interact with Bible verses. I myself have recently embarked on a personal endeavor, creating a Q&A platform specifically tailored to the King James Version (KJV) of the Bible. Extracting the KJV Bible The first step was to acquire the content. Thanks to the Bible API, extracting the full text of the KJV Bible was a straightforward process. This API offers a structured format of the Bible verses, making the extraction process seamless. Note: Bible verses taken from the King James Version (K ..read more
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Revolutionize Chatbots with Pinecone OpenAI & Custom Data
Joseph Velliah
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6M ago
In natural language processing (NLP), embeddings are vital in converting text data into a format that machines can understand. These dense vector representations of text capture the semantic meaning and are essential for various NLP tasks, including text classification, sentiment analysis, and conversational AI. Pinecone is a vector database that stores and retrieves embeddings efficiently. It is optimized for large-scale machine learning applications, offering fast and accurate similarity searches. Pinecone is particularly well-suited for applications requiring real-time retrieval of similar ..read more
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AI-Powered Data Parsing for Smart Answers
Joseph Velliah
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8M ago
As an Automation Engineer with a passion for Cloud Computing, DevOps, and Distributed Systems, I wanted to create an application that could automatically extract content from a resume PDF and generate answers to user queries based on the extracted data. To achieve this, I used Python Flask, PyPDF2, and the OpenAI API. If you would like to look at the source files for this post, you can find them in this repository. How It Works Data Extraction: The first step was to extract text from the resume PDF. To do this, I utilized PyPDF2, a Python library that allows us to read and manipulate PDF files ..read more
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Honor Retry-After and RateLimit Headers in SharePoint Online Throttling
Joseph Velliah
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8M ago
Throttling in SharePoint Online is a mechanism implemented to prevent overuse of resources and maintain optimal performance and reliability. When throttling occurs, SharePoint Online returns HTTP status codes, such as 429 (“Too many requests”) or 503 (“Server Too Busy”). This article focuses on the best practices for handling throttling by honoring the Retry-After and RateLimit headers provided in the response. Understanding Throttling in SharePoint Online Throttling in SharePoint Online can occur at both the user and application levels. User throttling restricts the number of calls and operat ..read more
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Unleash the Power of HashiCorp Vault: How to Log and Alert with AWS CloudWatch Logs
Joseph Velliah
by
8M ago
In today’s digital landscape, effective logging and alerting are crucial for ensuring the reliability, security, and performance of your applications and infrastructure. One powerful tool that can help you achieve this is AWS CloudWatch Logs. With CloudWatch Logs, you can capture, store, and analyze log data from various sources, including HashiCorp Vault, a popular secrets management tool. In this article, we will explore how to leverage CloudWatch Logs for logging and alerting with HashiCorp Vault, enabling you to proactively respond to critical events. Understanding CloudWatch Logs and Has ..read more
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Automating Notification for Slack Service Health Status
Joseph Velliah
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1y ago
Slack is one of the most widely used messaging platforms in modern workplaces. It’s a great tool for communication, collaboration and teamwork. As with any software, Slack can also have outages and issues that may impact user productivity. Therefore, it’s important to stay informed about Slack’s status to prevent any productivity loss. One way to stay informed is to check Slack’s status page, but this can be a tedious and time-consuming task. In this blog post, we will explore how to automate the notification process of Slack’s status using Python. We will write Python code to check Slack’s st ..read more
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Power Platform-Powered Citrix App for Logging Off Sessions
Joseph Velliah
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1y ago
What problem does Citrix solve? Citrix is a software company that provides virtualization and remote access solutions. Their products allow users to access remote servers, desktops, and applications over the internet, using a device of their choice. This can be useful in various situations, such as when a company wants to provide its employees with access to their work computers from home or a user wants to access their desktop from a different location. Citrix's solutions are designed to make remote access easy and secure while providing users with a high-quality experience. Challenges in usi ..read more
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Installing an SSL Certificate on a Windows Server with Ansible
Joseph Velliah
by
1y ago
In this tutorial, I will show you how to use Ansible to install an SSL certificate on a Windows server. Using Ansible to automate the SSL certificate installation process can improve efficiency, consistency, and collaboration in your IT operations. I will cover the following steps: Copying the SSL certificate file to the server Importing the PFX certificate to the specified store Get imported certificate Binding the certificate to the websites Restarting the websites Run Ansible playbook Benefits of Installing SSL Certificates on Windows Servers with Ansible Installing an SSL certificate on ..read more
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Never Miss an Azure AD Application Secret Expiration Date Again with this PowerShell Script
Joseph Velliah
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1y ago
Azure AD is a cloud-based directory and identity management service that helps you manage users, groups, and applications in your organization. One important aspect of managing applications in Azure AD is keeping track of application secrets, which are used to authenticate and authorize access to resources. Background Application secrets have an expiration date, after which they need to be renewed. If you have multiple applications in Azure AD, it can be time-consuming to manually check the expiration dates of all the secrets and send reminders to renew them. Sending the reminder notifications ..read more
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