PythonHub

LLM Models and RAG Hands-on Guide This guide is designed for technical teams interested in developing basic conversational AI solutions using Retrieval-Augmented Generation (RAG). https://github.com/zahaby/intro-llm-rag

llama3.np A pure NumPy implementation for Llama 3 model. https://github.com/likejazz/llama3.np

FunClip Open-source, accurate and easy-to-use video speech recognition & clipping tool, LLM based AI clipping intergrated. https://github.com/alibaba-damo-academy/FunClip

Python Hub Weekly Digest for 2024-05-26 https://pythonhub.dev/digest/2024-05-26/

stanford-oval / storm An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations. https://github.com/stanford-oval/storm

MindNLP Easy-to-use and high-performance NLP and LLM framework based on MindSpore, compatible with models and datasets of Huggingface. https://github.com/mindspore-lab/mindnlp

Parsing PNG images in Mojo The post details the author's experience implementing a PNG parser in the Mojo programming language. It covers challenges faced, such as handling unsigned 8-bit integers and converting bytes to strings, while exploring idiomatic ways to write Mojo code for this task. https://fnands.com/blog/2024/mojo-png-parsing/

dvlab-research / MGM Official repo for "Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models" https://github.com/dvlab-research/MGM

How to use Postgres as a simple task queue for Django https://www.youtube.com/watch?v=kNGOcI_qqYo

FastAPI-SaaS-Template A FastAPI template for License and user management for SaaS and on-prem software https://github.com/shekhuverma/FastAPI-SaaS-Template

A first attempt at DSPy Agents from scratch This post is going to take a first pass at creating Agents from scratch, using DSPy. The goal here is education, and to explore how one might build agents from scratch in DSPy. https://learnbybuilding.ai/tutorials/dspy-agents-from-scratch

UXsim Vehicular traffic flow simulator in road network, written in pure Python. https://github.com/toruseo/UXsim

Tezos Blockchain Developer Course – Python Web3 Development Learn how to develop distributed applications on Tezos, from setting up wallets to understanding and managing smart contracts effectively. The course covers various tools and techniques essential for Tezos developers and highlights the community-driven innovations that support the platform's growth. https://www.youtube.com/watch?v=pHQfw1W7V8s

High Impact Python Streamlit: Beautiful Interactive Maps and Charts A step by step modular approach with UNFAO global food insecurity data. https://johnloewen.substack.com/p/high-impact-python-streamlit-beautiful

Is PyGame still alive? https://www.reddit.com/r/Python/comments/1crsktg/is_pygame_still_alive/

Django: Getting a full model instance from a Subquery https://blog.bmispelon.rocks/articles/2024/2024-05-09-django-getting-a-full-model-instance-from-a-subquery.html

TimesFM TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting. https://github.com/google-research/timesfm

Pipecat Open Source framework for voice and multimodal conversational AI. https://github.com/pipecat-ai/pipecat

The Unit of Work Design Pattern Explained This video explains the Unit of Work design pattern, a crucial concept for anyone who regularly interacts with databases. This pattern plays a key role by accumulating all transactions and executing them collectively. But why is this necessary? Find out in this video. https://www.youtube.com/watch?v=HX6vkP-QD7U

Frame Frame is a markdown language for creating state machines (automata) in Python as well as generating UML documentation. https://github.com/frame-lang/frame_transpiler