Diogo Santos's Projects
A framework for building custom AI Copilots 🤖 in-app AI chatbots, in-app AI Agents, & AI-powered Textareas.
Crawlee—A web scraping and browser automation library for Python to build reliable crawlers. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with BeautifulSoup, Playwright, and raw HTTP. Both headful and headless mode. With proxy rotation.
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
Accurately locating each head's position in the crowd scenes is a crucial task in the field of crowd analysis. However, traditional density-based methods only predict coarse prediction, and segmentation/detection-based methods cannot handle extremely dense scenes and large-range scale-variations crowds.
Data Engineering with AWS, 2nd edition - Published by Packt
Python interactive dashboards for learning data science
The code for the Popular Movies by Genre Dashboard
Devika is an Agentic AI Software Engineer that can understand high-level human instructions, break them down into steps, research relevant information, and write code to achieve the given objective. Devika aims to be a competitive open-source alternative to Devin by Cognition AI.
Cognition's results and methodology on SWE-bench
Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.
Automating Android apps with ChatGPT-like LLM.
Build your own RAG and run it locally on your laptop: ColBERT + DSPy + Streamlit
Neste projeto, realizo a limpeza, análise e modelagem dos microdados do enem 2022. São desenvolvidas duas abordagens distintas - Análise e modelagem de abstenção e análise e modelagem de desempenho. O modelo utilizado é o LightGBM.
Official code release for https://arxiv.org/abs/2403.03888
Machine Learning Serving focused on GenAI with simplicity as the top priority.
Projeto final do cruso da matéria de algoritimos.
Projeto de exemplo utilizando o Spring Boot com Firebase
Like grep but for natural language questions. Based on Mixtral 8x7B.
Full stack, modern web application template. Using FastAPI, React, SQLModel, PostgreSQL, Docker, GitHub Actions, automatic HTTPS and more.
Yes, it's another chat over documents implementation... but this one is entirely local!
Tensorflow example of a conv GAN on MNIST.
A self-hosted dashboard that puts all your feeds in one place
GPT based autonomous agent that does online comprehensive research on any given topic
A reproduction of the Gemini demo using GPT-vision.