October 17, 2024 No Comments

How to use Function calling with OpenAI Realtime API

Introduction Realtime communication has changed the way businesses connect with customers, handle information, and offer services. OpenAI Realtime APIs make it easy to enable these fast interactions between apps and users. In this article, we will look at the main benefits of OpenAI Realtime APIs, examples of how they are used, and how they can […]

October 7, 2024 No Comments

Deploying HuggingFace Models with AWS SageMaker

Introduction Machine learning is no longer just a buzzword—it’s becoming a key part of how businesses solve problems and make smarter decisions. However, building, training, and deploying machine learning models can still be daunting, especially when trying to balance performance with cost and scalability. That’s where AWS SageMaker comes in. AWS SageMaker is designed to […]

September 13, 2024 No Comments

How To Build An Amazon Bedrock Agent With Knowledgebase And Integrating It into a Lambda Function?

Introduction In the ever-evolving landscape of cloud computing, automating routine tasks and integrating intelligent agents into applications can significantly enhance productivity and efficiency. Amazon Bedrock, a fully managed service for building, training, and deploying machine learning models, offers powerful capabilities to create and deploy intelligent agents. One such application is leveraging a Bedrock Agent, enriched […]

September 12, 2024 No Comments

Invoking Amazon Bedrock Models in AWS Lambda: A Comprehensive Tutorial

Introduction Integrating machine learning models into serverless architectures has become an essential strategy for modern developers, enabling scalable and efficient application deployment. In this tutorial, we delve into the seamless integration of Amazon Bedrock models with AWS Lambda, harnessing the power of serverless computing to invoke complex machine learning algorithms. Amazon Bedrock, known for its […]

May 17, 2024 No Comments

Question Answering System (QnA) On PDF Data Using Vertex AI And Gemini

Introduction Finding useful information in PDF documents can be tough and time-consuming. Traditional methods of searching through PDFs manually are becoming outdated. Thankfully, Artificial Intelligence (AI) tools like Gemini and Vertex AI are making it easier to get answers from PDFs. In this blog, we’ll explore how these AI-powered tools make it easier to find […]

May 14, 2024 No Comments

How to create a WhatsApp Chatbot using UChat?

Why use UChat for building Bots? UChat is the ultimate chatbot platform, it will help you provide 24/7 support, engage with customers, and increase sales conversions. UChat is a no-code chatbot builder that automates your business with Google AI, e-commerce functionality, and app integrations. Key features of UChat are: Omni Channel Flow builder Multiple Channels, […]

May 4, 2024 No Comments

Django + Apple Authentication: Elevate Your App’s Security with This Comprehensive Guide

Introduction We are excited to delve into another dimension of social authentication within Django: integrating Apple authentication into your applications. By expanding our array of authentication methods, we aim to offer users even smoother sign-in experiences. This initiative follows our successful implementation of Google and Facebook authentication using Django-Allauth, which notably enhanced user engagement. Social […]

May 2, 2024 No Comments

Django + Facebook Authentication: Elevate Your App’s Security with This Comprehensive Guide

Introduction We’re pleased to discuss a new aspect of social authentication in Django: adding Facebook authentication to your apps. We’re increasing the number of authentication methods available to customers to give them even more seamless sign-in experiences. This comes after we successfully implemented Google authentication using Django-Allauth and improved user engagement. Social login features like […]

April 29, 2024 2 Comments

Leverage Phi-3: Exploring RAG based Q&A with Microsoft’s Phi-3

Introduction Microsoft’s Phi-3 model represents a significant advancement in the field of language models, offering remarkable capabilities in a compact size. This model stands out as a game-changer, providing functionalities comparable to larger models while requiring less training data. Microsoft’s decision to launch Phi-3 reflects its commitment to enhancing AI models’ contextual understanding and response […]