JoΓ£o Galego's Projects
AIOS: LLM Agent Operating System
This is a workshop designed for Amazon Bedrock a foundational model service.
Example π Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using π§ Amazon SageMaker.
Load test SQL Servers with Artillery.io
A project structure aware autonomous software engineer aiming for autonomous program improvement. Resolved 15.95% tasks in full SWE-bench
Simple website to demo functionality for AWS AI services
A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, AI21, Cohere) using AWS CDK on AWS
OpenAI-Compatible RESTful APIs for Amazon Bedrock
Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration)
the AI-native open-source embedding database
Cluedo in Prolog
DoEKS is a tool to build, deploy and scale Data Platforms on Amazon EKS
Learn how to deploy π¦π LangChain applications with π¦οΈπ LangServe in minutes on Amazon ECS and AWS Fargate using AWS Copilot.
EEG-based BCI tutorial based on MNE, SciKit-Learn and PyRiemann
Foundation Model Evaluations Library
FrugalGPT-style LLM cascades with Amazon Bedrock for fighting hallucinations π
A Tour of GenAI
GenAI demo with Amazon Kendra, π¦οΈπ LangChain and Amazon SageMaker JumpStart
A (not so deep) exploration of π€ Transformers training on AWS Trainium
Cloud cost estimates for Terraform in pull requestsπ°π Love your cloud bill!
A short introduction to automation, CI/CD and DevOps
GitHub portfolio π¨πΌβπ»
Personal website
β‘ Building applications with LLMs through composability β‘
LangServe π¦οΈπ
Doing simple retrieval from LLM models at various context lengths to measure accuracy
A `Neural = Symbolic` framework for sound and complete weighted real-value logic