Generative AI/ML LATAM Samples

This repo provides Generative AI and AI/ML code samples, blueprints (end-to-end solutions) and proof of concepts oriented to the LATAM market

Getting started

This repo is organized as follows:

Blueprints

End-to-end solutions for a specific use case.

• They include CloudFormation templates to provision the solution to your account.
• They may include a demo UI.

Here is a list of available blueprints:

Use Case	Industry	Description	Type	Languages
Multipage Document Analysis	Financial Services/Legal/Cross-industry	Use this blueprint to extract key information from lengthy documents in highly regulated industries leveraging Amazon Bedrock's wide array of LLMs.	Backend (Pyhton) + UI (React)	Spanish, English
Contract Compliance Analysis	Legal / Cross-industry	This project automates the analysis of contracts by splitting them into clauses, determining clause types, evaluating compliance against a customer's legal guidelines, and assessing overall contract risk based on the number of compliant clauses. This is achieved through a workflow that leverages Large Language Models via Amazon Bedrock.	Python for Backend, TypeScript (React) for Frontend	English (can be customized to other languages)

Samples

Code samples/notebooks that demonstrate a specific AI/ML functionality in AWS.

Here is a list of available samples:

Use Case	Industry	Description	Type	Languages
SQL Agent with Amazon Bedrock	Cross Industry, Business Insights	Build and deploy a SQL Agent that lets users query databases using natural language instead of writing SQL code. The implementation combines enterprise features from Amazon Bedrock with LangChain's specialized SQL tools.	CDK Python	Multilanguage
Whatsapp with Agents for Amazon Bedrock	Cross Industry, Customer Experience	Implement a WhatsApp communication channel using AWS End User Messaging for social integration. Integrate your business logic with Amazon Bedrock Agents for AI-powered interactions.	CDK Python	Multilanguage
Amazon Nova Samples	Cross Industry, Customer Experience	Amazon Nova family of models samples that cover various use cases (text generation, document processing, content generation, agentic workflows, etc).	Jupyter Notebooks	Multilanguage

Proof of concepts:

• Code samples/notebooks that aim to prove a concept in Generative AI or AIML.
• Research paper techniques implementations
• Novel tecniques implementations
• May include Cloudformation / CDK

Contributing

Please refer to the CONTRIBUTING document for further details on contributing to this repository.