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Subscribe to the Weekly Digest to receive an emails with a selection of popular Articles, Projects, and Reddit Discussions. The digest comes out on Mondays. No spam or advertising. pythonhub.dev/digest/
Can LLMs give us AGI if they are bad at arithmetic? Wes McKinney's post questions whether large language models (LLMs) can achieve artificial general intelligence (AGI) given their persistent struggles with basic arithmetic tasks like adding single-digit numbers, even in top…
How prompt caching works - Paged Attention and Automatic Prefix Caching plus practical tips Prompt caching in large language models (LLMs) is an optimization technique that stores and reuses intermediate computational states (key-value caches) of repeated prompt prefixes,…
Onlymaps A Python micro-ORM. github.com/manoss96/onlym…
Is the 79-character limit still in actual (with modern displays)? reddit.com/r/Python/comme…
anthropics / claude-quickstarts A collection of projects designed to help developers quickly get started with building deployable applications using the Claude API github.com/anthropics/cla…
runprompt Tiny script to run .prompt files. github.com/chr15m/runprom…
A first look at Django's new background tasks Django 6.0 introduces django.tasks, a lightweight framework for defining and enqueuing background tasks via a standard API, but lacks built-in workers—requiring external infrastructure like custom database-backed backends. The…
Improve Query Performance Using Python Django QuerySets The post shows how efficient Django QuerySet usage can significantly improve database performance, reduce latency, and create faster applications. It explains that writing better queries leads to more stable, scalable, and…
Become an AI Researcher Course – LLM, Math, PyTorch, Neural Networks, Transformers This comprehensive course on becoming an AI Researcher starts with the foundational mathematics (vectors, derivatives, gradients, matrices) and PyTorch fundamentals necessary for understanding…
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Become an AI Researcher Course – LLM, Math, PyTorch, Neural Networks,...
Keras HyperParameters Tuning This is an example i provided on the Keras ecosystem. keras.io/examples/struc…
AI infrastructure in the "Era of experience" The article analyzes AI infrastructure needs in the "Era of Experience," where RL-trained models interact with proprietary environments, using GRPO for efficient policy optimization and LoRA adapters to enable low-cost…
trustedsec / social-engineer-toolkit The Social-Engineer Toolkit (SET) repository from TrustedSec - All new versions of SET will be deployed here. github.com/trustedsec/soc…
Setting up a Django project with Vite, React, and Tailwind CSS The video demonstrates setting up a modern Django project with Vite for frontend builds: create Django app with UV, configure Vite for JS/CSS bundling to Django's staticfiles, integrate django-vite for HMR dev…
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Setting up a Django project with Vite, React, and Tailwind CSS
Gunicorn Internals This blog is a technical case of the Gunicorn source code. humbulani1234.github.io/blog/
Nano-PDF A CLI tool to edit PDF slides using natural language prompts, powered by Google's Gemini 3 Pro Image ("Nano Banana") model. github.com/gavrielc/Nano-…
Building Data Visualisations in Python in Minutes The video demonstrates how to use Streamlit, a Python framework, to quickly build professional and interactive data visualizations with minimal code, showing live examples involving Pandas for data manipulation and visualization.…
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Building Data Visualisations in Python in Minutes • Kris Jenkins •...
Real-Time Tool Call Updates in DSPy with Status Streaming DSPy's new status streaming feature allows agents to provide real-time updates on their intermediate steps, such as tool calls and LM thinking, to improve user experience during long wait times. This is achieved by using…
llm-council LLM Council works together to answer your hardest questions. github.com/karpathy/llm-c…
elf - Advent of Code helper CLI and Python library elf is a fast and lightweight Advent of Code helper CLI and Python library. github.com/cak/elf
MemoriLabs / Memori Open-Source Memory Engine for LLMs, AI Agents & Multi-Agent Systems github.com/MemoriLabs/Mem…
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