Rui C. Barbosa

Braga

Chinese Missions Editor at NASASpaceFlight.com

Guia de montanha, tour líder, entusiasta espacial, anti-fascista, outras coisas mais...

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Articles

Building AI-Powered Document Generation with Box MCP and Pydantic AI

1 week ago | medium.com | Rui C. Barbosa

Prerequisites Before diving in, ensure you have: Python 3.11 or higher A Box account with appropriate permissions An OpenAI API key Basic familiarity with Python development Project setup Let’s start by setting up our environment and installing the necessary dependencies: # Clone the repository git clone https://github.com/box-community/doc-gen-pydantic-ai-box-mcp-server.git cd doc-gen-pydantic-ai-box-mcp-server # Set up the environment using uv uv lock uv sync # Create a .env file with your...
Writing a Box agent with LangChain: Easier than you think

3 weeks ago | medium.com | Rui C. Barbosa

In this post, I’ll show you how easy it is to build a Box agent using LangChain’s tool interface. With just a few lines of Python, you can give an AI model the ability to search your Box content, read files, extract structured data, and even ask Box AI to summarize or analyze documents — all wrapped inside an agent that can reason step-by-step using LangGraph.
Teaching Claude how to use Box API

2 months ago | medium.com | Rui C. Barbosa

Rui Barbosa·FollowPublished inBox Developer Blog·5 min read·--In today’s rapidly evolving AI landscape, there’s a growing need to connect large language models (LLMs) like Claude with enterprise systems and APIs. At Box, we’ve been exploring how to use these powerful AI capabilities to enhance our content management platform. This article walks through our journey of teaching Claude to interact directly with the Box API using the Model Context Protocol (MCP) framework.
Extracting structured data from contracts using Box AI, Airbyte, and MotherDuck

2 months ago | medium.com | Rui C. Barbosa

Rui Barbosa·FollowPublished inBox Developer Blog·5 min read·--Image generated by aiMany companies rely on unstructured documents to store critical business data. Lease contracts, for example, contain key details like property information, lease terms, and tenant names. Extracting this data manually is inefficient and difficult to scale. In this article, we explore a conceptual solution that automates structured data extraction from lease contracts using Box AI, Airbyte, and MotherDuck (DuckDB).
Automating document analysis with Box AI and Document Generation

Feb 11, 2025 | medium.com | Rui C. Barbosa

Rui Barbosa·FollowPublished inBox Developer Blog·6 min read·--Image generated by deep aiIn this article, we explore how Box AI and Document Generation API can streamline a workflow, turning unstructured movie scripts into actionable insights with minimal effort. Imagine you work at a movie production company that uses Box to store all their documents and content.
Streamline your document automation with the Box Doc Gen API workshop

Jan 28, 2025 | medium.com | Rui C. Barbosa

Rui Barbosa·FollowPublished inBox Developer Blog·6 min read·--Image generated by geepai.orgIn today’s business world, automating document generation saves valuable time and reduces the risk of errors. The Box Doc Gen API empowers developers to automate the creation of personalized documents from templates, making it an ideal solution for lease agreements, invoices, contracts, and more.
Box AI workshop - Managing property leases

Dec 9, 2024 | medium.com | Rui C. Barbosa

Rui Barbosa·FollowPublished inBox Developer Blog·11 min read·--Image generated by deep.aiWelcome to the Box AI Workshop! This repository contains a comprehensive guide for developers to use the Box AI platform endpoints through the Box Python Next Gen SDK. In this workshop, you’ll learn how to interact with various Box AI capabilities, including document processing and conversational interactions with a language model. This workshop can be found on our community GitHub repo.
Box RAG workshop — Indexing Box documents using LlamaIndex and ChromaDB

Nov 18, 2024 | medium.com | Rui C. Barbosa

Rui Barbosa·FollowPublished inBox Developer Blog·5 min read·--Image generated by freepikThis workshop provides a hands-on simple example to indexing and querying documents stored in Box using the LlamaIndex and ChromaDB tools. Participants will learn how to use the LlamaIndex Box reader to search for and retrieve documents from a designated folder, and then use ChromaDB to process and structure the content for further analysis.
Introducing Box tools for LlamaIndex

Sep 30, 2024 | medium.com | Rui C. Barbosa

Rui Barbosa·FollowPublished inBox Developer Blog·5 min read·--Image generated by deepai.orgIntegrating enterprise content management systems with AI is essential for unlocking the potential of large language models. Today, we’ll introduce Box tools for LlamaIndex — this powerful combination enables interaction between AI agents and Box content. By leveraging these tools, developers can build intelligent applications capable of searching, extracting, and processing information from Box.
Box Llama-Index Readers: The cool stuff

Aug 19, 2024 | medium.com | Rui C. Barbosa

The is a LLamaIndex reader class used for loading text content from Box files directly. This class inherits from the class and specializes in extracting plain text content from Box files. It utilizes the provided object to interact with the Box API and retrieves the text representation of the files. To instantiate the reader, you only need a object. The method, extracts text content from Box files and creates LlamaIndex objects.