Writing
· 9 min read
Explore the integration of LLMs and vector databases to enhance data analysis. Learn how to use Claude 3.5 Sonnet, LangChain, and Pinecone to efficiently retrieve and analyze CSV data, providing natural language insights with ease.
· 6 min read
In this blog post you will learn how to deploy an app with HTTPs on an AWS EC2 instance using Ngrok. This cost-effective solution leverages Ngrok's secure tunneling to provide HTTPs without the need for a domain name or load balancer.
· 7 min read
In this blog post you will discover the transformative synergy between Amazon Bedrock FM and Pinecone Vector Database, reshaping the essence of Document Question Answering (QA). Uncover how these technologies empower chatbots to seamlessly navigate complex documents, offering a glimpse into the future of intelligent customer support.
· 5 min read
In this blog post you will discover the magic of document summarization with Bedrock Claude v2 and custom prompts. I'll guide you from setting up AWS credentials to unlocking the power of Large Language Models, breaking down each step. Witness how Bedrock transforms intricate content into easy-to-understand summaries and dumping into json to be rendered at frontend.
· 10 min read
In this blog post we will learn how to deploy pre-trained machine learning models on AWS Sagemaker. This blog post explores the powerful combination of Amazon SageMaker and Terraform to set up Sagemaker model endpoints. Harness the flexibility and scalability of custom model deployments while seamlessly integrating with your applications using RESTful API endpoints without the complexity of infrastructure management.
· 16 min read
In this third part of series - building blog application with django, we are going configure static and media settings so that it can render the static content and can store media files uploaded by user. By doing this so we can render the downloaded template's index page as it is.
· 9 min read
In this second part of building blog application with django, we are going configure project settings and create a simple index page to demonstrate how django will render the html files. Also we will create some apps with database table and interact them with django admin panel.
· 3 min read
In this first part of building blog application with django, we are going download the free blog template and setup the virtual environment to install django and to create django blog project.
· 15 min read
Our famous childhood game we used to play when we see small piece of blank paper. In this game, our opposition i.e. CPU will use never lose strategy. i.e The game will either ends up in favor of CPU or Draw. The game board is represented in a matrix form and position should be given in coordinate form. CPU is marked as O where as player is marked as X.