Mathesar

An intuitive UI for managing data, for users of all technical skill levels. Built on Postgres.

https://github.com/centerofci/mathesar

Python Automation with ChatGPT

In this video we are going to learn how to use Python to automate things for us so we don't have to do them manually. But here's even more interesting thing we will do we will ChatGPT and we will tell Python to use ChatGPT's API or the underlying API that ChatGPT is also using to generate the Python scripts for the two use cases.

https://www.youtube.com/watch?v=w-X_EQ2Xva4

Zef

An open source Python toolkit for graph-relational data across space and time.

https://github.com/zefhub/zef

Store & manage secrets like API keys in Python

In this video, we explore how to securely manage and use secrets like API keys, passwords, credential pairs, and other sensitive information in python. We run through the basics of using environment variables and move on to more advanced scenarios such as managing different secrets for multiple environments.

https://www.youtube.com/watch?v=DVVYHlGYIHY

FastKafka

FastKafka is a powerful and easy-to-use Python library for building asynchronous web services that interact with Kafka topics. Built on top of Pydantic, AIOKafka and AsyncAPI, FastKafka simplifies the process of writing producers and consumers for Kafka topics.

https://github.com/airtai/fastkafka

From pixels to information with Document AI

We’re seeing successively difficult problems getting solved thanks to machine learning (ML) models. In this article, you’ll see An overview of Document AI, Practical and visual examples and A document processing demo (source code included)

https://github.com/GoogleCloudPlatform/document-ai-samples/blob/main/web-app-pix2info-python/README.md

AgentChain

AgentChain uses Large Language Models (LLMs) for planning and orchestrating multiple Agents or Large Models (LMs) for accomplishing sophisticated tasks. AgentChain is fully multimodal: it accepts text, image, audio, tabular data as input and output.

https://github.com/jina-ai/agentchain

VS Code shortcuts for efficient Python programmers

Learn keyboard shortcuts that will make you a more efficient and productive Python programmer with VS Code.

https://mathspp.com/blog/vscode-shortcuts-for-efficient-python-programmers

Basaran

Basaran is an open-source alternative to the OpenAI text completion API. It provides a compatible streaming API for your Hugging Face Transformers-based text generation models.

https://github.com/hyperonym/basaran

OpenChatKit

OpenChatKit provides a powerful, open-source base to create both specialized and general purpose chatbots for various applications. The kit includes an instruction-tuned 20 billion parameter language model, a 6 billion parameter moderation model, and an extensible retrieval system for including up-to-date responses from custom repositories.

https://github.com/togethercomputer/OpenChatKit

visual-chatgpt

Visual ChatGPT connects ChatGPT and a series of Visual Foundation Models to enable sending and receiving images during chatting.

https://github.com/microsoft/visual-chatgpt

Sync or Async? Unpacking the Mysteries of Django Signals

Django signals provide a powerful way to trigger actions when specific events occur, but are they asynchronous or synchronous? In this article, we'll explore the answer to this question and discuss the pros and cons of using Django signals in your web applications.

https://www.mattlayman.com/blog/2023/django-signals-async/

shyamsn97 / mario-gpt

Generating Mario Levels with GPT2. Code for the paper "MarioGPT: Open-Ended Text2Level Generation through Large Language Models" https://arxiv.org/abs/2302.05981

https://github.com/shyamsn97/mario-gpt

How to Generate Images Using the OpenAI API and DALL·E 2 in Python

In this tutorial, you'll learn how to use OpenAI's API with Python to generate, edit, and vary images using natural language prompts.

https://www.makeuseof.com/generate-images-using-openai-api-dalle-python/

creosote

Identify unused dependencies and avoid a bloated virtual environment.

https://github.com/fredrikaverpil/creosote

stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

https://github.com/tatsu-lab/stanford_alpaca