Large-Language-Models

Hands-on guide to forcing LLMs to return perfect JSON using Pydantic schemas + few-shot examples + Ollama/Bedrock structured output features, with ready-to-run code for serverless Python apps.

This article guides you through building a modular Python application to leverage Large Language Models (LLMs) with AWS Lambda. Learn to set up AWS CLI with IAM Identity Center, create a Bedrock Chat Service, implement web scraping and summarization, and automate Lambda deployment with a ZIP file. Includes practical code examples and verification steps.