Caching with Redis and Django!

In this video, we'll learn about caching and how to setup and use Redis in a Django application. We'll touch upon invalidation strategies with Django signals, and the pros/cons of caching.

https://www.youtube.com/watch?v=5W2Yff00H8s

OpenBMB / MiniCPM-o

MiniCPM-o 2.6: A GPT-4o Level MLLM for Vision, Speech and Multimodal Live Streaming on Your Phone

https://github.com/OpenBMB/MiniCPM-o

The “Active Enum” Pattern

Enums are objects, why not give them attributes?

https://blog.glyph.im/2025/01/active-enum.html

Catching memory leaks with your test suite

If you have a good test suite, you may be able use pytest fixtures to identify memory and other resource leaks.

https://pythonspeed.com/articles/identifying-resource-leaks-with-pytest/

Genesis-Embodied-AI / Genesis

A generative world for general-purpose robotics & embodied AI learning.

https://github.com/Genesis-Embodied-AI/Genesis

TangoFlux

Super Fast and Faithful Text to Audio Generation with Flow Matching.

https://tangoflux.github.io

Leviathan

A lightning-fast Zig-powered event loop for Python's asyncio.

https://github.com/kython28/leviathan

KenobiDB

KenobiDB is a document-based data store abstraction built on Python’s sqlite3, offering a simple and efficient way to manage JSON-like data.

https://patx.github.io/kenobi/

stable-codec

A family of state-of-the-art Transformer-based audio codecs for low-bitrate high-quality audio coding.

https://github.com/Stability-AI/stable-codec

Agent Recipes

Explore common agent recipes with ready to copy code to improve your LLM applications.

https://www.agentrecipes.com/

Coconut

Training Large Language Model to Reason in a Continuous Latent Space.

https://github.com/facebookresearch/coconut

self-adaptive-llms

A Self-adaptation Framework that adapts LLMs for unseen tasks in real-time!

https://github.com/SakanaAI/self-adaptive-llms

Embedding Python in Rust (for tests)

The article discusses embedding Python in Rust for testing purposes, using PyO3 to create a test runner that executes Python tests and exposes Rust functions to Python code. It covers building Python from source, setting up a Rust project with PyO3, running Python code within Rust, and demonstrates how to create complex interfaces between Rust and Python, including handling dynamic types.

https://www.enterprisedb.com/blog/embedding-python-rust-tests

Bitcoin Price Patterns: A Time Series Analysis in Python

Learn how to analyze and predict Bitcoin prices using time series analysis in Python.

https://www.datacamp.com/blog/python-bitcoin

Kiln

Rapid AI Prototyping and Dataset Collaboration Tool.

https://github.com/Kiln-AI/Kiln

Django & Redis - Vary Headers to Control Caching Behavior

In this video, we'll learn about caching with Vary Headers, allowing pages to be cached where the content depends on some dynamic data, for example an authenticated user or a language.

https://www.youtube.com/watch?v=iUn8go-XZNw

microsoft / PromptWizard

Task-Aware Agent-driven Prompt Optimization Framework

https://github.com/microsoft/PromptWizard

bytedance / monolith

A Lightweight Recommendation System

https://github.com/bytedance/monolith