PythonHub Logo Python Hub Weekly Digest for 2023-09-17

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i built an entire web framework from scratch

How to manage a team of AI agents
Lessons from building an app for $1.50 in 10 minutes.

llSourcell / DoctorGPT
DoctorGPT is an LLM that can pass the US Medical Licensing Exam. It works offline, it's cross-platform, & your health data stays private.

Build an AI app with FastAPI and Docker
A coding session with Sebastián Ramírez and learn how to build a Machine Learning app with FastAPI and Docker. Along the way we will show you some tips like the interactive coding session and Docker init command, and best practices when working with FastAPI.

Textbase is a simple framework for building AI chatbots.

📖 Articles

Python Hub Weekly Digest for 2023-09-10

NVlabs / neuralangelo
Official implementation of "Neuralangelo: High-Fidelity Neural Surface Reconstruction" (CVPR 2023)

Writing a C compiler in 500 lines of Python

Django security releases issued: 4.2.5, 4.1.11, and 3.2.21

Debugging Catastrophic Backtracking for Regular Expressions in Python

Learning Pandas? Start Here.
A high paced overview of many of the pandas core functionality. As one of the most popular libraries in all of programming, Pandas is an essential tool for learning data wrangling. Watch this video to get a good foundational understanding of what is possible.

roboflow / supervision
We write your reusable computer vision tools. 💜

iam-veeramalla / aws-devops-zero-to-hero
AWS zero to hero repo for devops engineers to learn AWS in 30 Days. This repo includes projects, presentations, interview questions and real time examples.

LLM Python library now provides tools for working with embeddings

How to Avoid Refactoring Legacy Code HELL
This video teaches you a 5-step framework for refactoring legacy code.

microsoft / Llama-2-Onnx

⚙️ Projects

Web scraping for humans.

Interactively explore unstructured datasets from your dataframe.

XTuner is a toolkit for efficiently fine-tuning LLM.

Dev tool that writes scalable apps from scratch while the developer oversees the implementation.

Text compression for generating keyboard expansions. This is a tool for automatically creating typing shortcuts from a corpus of your own writing!

Automatic Generation of Visualizations and Infographics using Large Language Models.

CoTracker is a model for tracking any point (pixel) on a video.

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