AI & Agents

6 articles in this category.

How OpenAI Handles File Storage, Summarization, and Embeddings
Jun 26, 2025 17 min

How OpenAI Handles File Storage, Summarization, and Embeddings

OpenAI’s suite of powerful AI models is transforming how we interact with information. Beyond simply generating text, these models now intelligently process and understand external data.

DC Daniel Carvalho
Building an AI-Powered Product Recommendation System
May 27, 2025 7 min

Building an AI-Powered Product Recommendation System

How we leveraged LlamaIndex, vector databases, and intelligent metadata filtering to create precise product recommendations for veterinary professionals

HC Hugo Cardoso
Photo by Abdelrahman Harfoosh on Unsplash
Apr 21, 2025 6 min

Chat with Your Data: Integrating PandasAI in Django Admin

Have you ever found yourself needing to analyze your backend data while working on a Django project? It can be a tedious task, often involving diving into SQL tables and crafting complex queries.

GL Gonçalo Lopes
Running Deep Learning Models as Applications with FastAPI
Feb 18, 2025 8 min

Running Deep Learning Models as Applications with FastAPI

Graphics processing units (GPUs) are the backbone of AI workflows, driving computationally intensive deep learning models such as Pixel2Mesh and TripoSR .

AC André Carvalho
The Retrieval Augmented Generation Flow
Dec 7, 2023 12 min

Leveraging your own data with LLM’s — Experiments, Limitations and Future Improvements

LLMs have been undeniably garnering significant attention in the world of software development. These powerful and versatile models enable the automation and acceleration of a wide variety of Natural…

RO Rui Oliveira
Pull Request AI
May 17, 2023 8 min

Pull Request AI

Pull request descriptions are an important part of the software development workflow, but writing descriptions for pull requests can be a time-consuming and error-prone process, particularly when…

FM Filipe Martins