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Empowering Data Analysis through LLMs and Vector Databases
Empowering Data Analysis through LLMs and Vector Databases
- 03 July 2024

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...
Deploying an App with HTTPs on an EC2 Instance using Ngrok
Deploying an App with HTTPs on an EC2 Instance using Ngrok
- 25 June 2024

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...
Document QA: Harnessing the power of Bedrock Claude v2 LLM and Pinecone Vector Database
Document QA: Harnessing the power of Bedrock Claude v2 LLM and Pinecone Vector Database
- 05 December 2023

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...
Unleashing Document Summarization with Bedrock Claude v2 and Custom Prompts
Unleashing Document Summarization with Bedrock Claude v2 and Custom Prompts
- 10 October 2023

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...
Sagemaker Pre-trained Model Deployment with Terraform
Sagemaker Pre-trained Model Deployment with Terraform
- 04 August 2023

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...
Building a blog application with django | Configure static and media files settings, render home page of downloaded template
Building a blog application with django | Configure static and media files settings, render home page of downloaded template
- 15 September 2021

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...