XAgent

An Autonomous LLM Agent for Complex Task Solving.

https://github.com/OpenBMB/XAgent

SuperDuperDB

Bring AI to your favourite database! Integrate, train and manage any AI models and APIs directly with your database and your data.

https://github.com/SuperDuperDB/superduperdb

eosphoros-ai / DB-GPT

Revolutionizing Database Interactions with Private LLM Technology

https://github.com/eosphoros-ai/DB-GPT

Raven

CI/CD Security Analyzer.

https://github.com/CycodeLabs/raven

Do not use requirements.txt

This post discusses the limitations of using requirements.txt for package management in Python projects. The author suggests using Poetry instead, which is a package manager that simplifies dependency management and provides additional features such as virtual environments and lock files.

https://quanttype.net/posts/2023-10-31-do-not-use-requirements.txt.html

lm-format-enforcer

Enforce the output format (JSON Schema, Regex etc) of a language model.

https://github.com/noamgat/lm-format-enforcer

spdustin / ChatGPT-AutoExpert

🚀🧠💬 Supercharged Custom Instructions for ChatGPT (non-coding) and ChatGPT Advanced Data Analysis (coding).

https://github.com/spdustin/ChatGPT-AutoExpert

7 Tips To Structure Your Python Data Science Projects

This video will cover 7 tips to streamline the structure of your Python data science projects. With the right setup and thoughtful software design, you'll be able to modify and enhance your projects more efficiently.

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

Python obfuscation traps

In the realm of software development, open-source tools and packages play a pivotal role in simplifying tasks and accelerating development processes. Yet, as the community grows, so does the number of bad actors looking to exploit it. A recent example involves developers being targeted by seemingly legitimate Python obfuscation packages that harbor malicious code.

https://checkmarx.com/blog/python-obfuscation-traps/

Database generated columns: Django & SQLite

An introduction to database generated columns, using SQLite and the new GeneratedField added in Django 5.0.

https://www.paulox.net/2023/11/07/database-generated-columns-part-1-django-and-sqlite/

DeepSeek-Coder

Let the Code Write Itself.

https://github.com/deepseek-ai/DeepSeek-Coder

How to Profile Asyncio Programs

You can profile slow asyncio programs to discover coroutines that occupy most of the runtime and ...

https://superfastpython.com/profile-asyncio-programs/

Debugging CSRF Failed / 403 Forbidden errors in Django

A guided deep dive into Django's source code to understand why your application is failing CSRF validation.

https://www.better-simple.com/django/2023/11/04/debugging-csrf-error-in-production/

giskard

The testing framework for ML models, from tabular to LLMs.

https://github.com/Giskard-AI/giskard

Everything You Can Do with Python's bisect Module

Learn how to optimize search and keep your data sorted in Python with the "bisect" module.

https://martinheinz.dev/blog/106

The most performant timestamp functions in Python: EXTENDED

Part 2 of different timestamp functions performance across Python versions and machine types. What is the fastest way to get the current time?

https://www.dataroc.ca/blog/most-performant-timestamp-functions-python-2

error-links

Adds helpful links to the REPL when an exception happens.

https://pypi.org/project/error-links/