PythonHub

MervinPraison / PraisonAI PraisonAI application combines AutoGen and CrewAI or similar frameworks into a low-code solution for building and managing multi-agent LLM systems, focusing on simplicity, customisation, and efficient human-agent collaboration. Chat with your ENTIRE Codebase. https://github.com/MervinPraison/PraisonAI

snakers4 / silero-vad Silero VAD: pre-trained enterprise-grade Voice Activity Detector https://github.com/snakers4/silero-vad

Build a search index in Python How can search engines be so fast? While there are many parts of a search system, one of the key concepts to know is the inverted index. https://jamesg.blog/2024/07/16/build-a-search-index/

Finding Simple Rewrite Rules for the JIT with Z3 https://www.pypy.org/posts/2024/07/finding-simple-rewrite-rules-jit-z3.html

exo Run your own AI cluster at home with everyday devices. https://github.com/exo-explore/exo

A helper for LLM SDKs LLMEasyTools generates tool schemas and executes function calls received from the LLM. https://github.com/zby/LLMEasyTools

mem0ai / mem0 The memory layer for Personalized AI https://github.com/mem0ai/mem0

Korvus Korvus is a search SDK that unifies the entire RAG pipeline in a single database query. Built on top of Postgres with bindings for Python, JavaScript, Rust and C. https://github.com/postgresml/korvus

Deno-Python – A Debugging Story https://sigmasd.github.io/blog/debug-story/

PyTorch Lightning: A Comprehensive Hands-On Tutorial This comprehensive, hands-on tutorial teaches you how to simplify deep learning model development with PyTorch Lightning. Perfect for beginners and experienced developers alike, it covers environment setup, model training, and practical examples. https://www.datacamp.com/tutorial/pytorch-lightning-tutorial

AI Dialer A full stack app for interruptible, low-latency and near-human quality AI phone calls built from stitching LLMs, speech understanding tools, text-to-speech models, and Twilio’s phone API. https://github.com/akiani/aidialer

A Python Epoch Timestamp Timezone Trap This is an article about a Python epoch timestamp timezone trap. It discusses how epoch timestamps can be tricky to work with in Python, especially when dealing with timezones. The author provides a few tips for avoiding the trap. https://nerderati.com/a-python-epoch-timestamp-timezone-trap/

vectorlite A fast and tunable vector search extension for SQLite. https://github.com/1yefuwang1/vectorlite

Python Hub Weekly Digest for 2024-07-21 https://pythonhub.dev/digest/2024-07-21/

Click: Build Your Own Command Line Interface Tool This video provides a tutorial on creating a Command Line Interface (CLI) tool in Python using the Click package. The project involves building a simple note-taking tool with functionalities to write, read, update, and delete notes. Additionally, it explores some lesser-known features of Click that enhance tool functionality. https://www.youtube.com/watch?v=FWacanslfFM

0xtools X-Ray vision for Linux systems. https://github.com/tanelpoder/0xtools

Kedreamix / Linly-Talker Digital Avatar Conversational System - Linly-Talker. 😄✨ Linly-Talker is an intelligent AI system that combines large language models (LLMs) with visual models to create a novel human-AI interaction method. 🤝🤖 It integrates various technologies like Whisper, Linly, Microsoft Speech Services, and SadTalker talking head generation system. 🌟🔬 https://github.com/Kedreamix/Linly-Talker

Run Multi-Node Django for Time Series Data with TimescaleDB, Celery and more. Run many iterations of Django across Docker Compose or Raspberry Pis to handle large amounts of time series data. https://www.youtube.com/watch?v=kykDfDtp7Wg

FastEmbed Fast, Accurate, Lightweight Python library to make State of the Art Embedding. https://github.com/qdrant/fastembed

Building a Perceptron From Scratch (no frameworks, only math and python) https://www.youtube.com/watch?v=ilp3ZHTKPNg