Chat with Your Data: A Simple Guide Using Amazon Bedrock, LangChain, and Streamlit
Segment your data into chunks and store them in a Vector database. Utilise Amazon Bedrock’s embeddings protocol using Langchain. Build a Streamlit website to chat with your data.
Fine Tuning LLMs for Code/Query Generation or Summarisation
Fine-tuning Mistral 7B Model with Your Custom Data
A guide to fine-tuning the Mistral 7B model using a specific dataset, hardware setup, and training script.
Deploying a Node.js Application Container on Amazon ECS
A guide to deploying a Node.js application container Amazon ECS and balancing the traffic across your targets using a load balancer.
Deploying a Flask Application on EC2
A guide to deploying a Flask application on an EC2 instance.