vectorlite

A fast and tunable vector search extension for SQLite.

https://github.com/1yefuwang1/vectorlite

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/

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

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

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

mem0ai / mem0

The memory layer for Personalized AI

https://github.com/mem0ai/mem0

A helper for LLM SDKs

LLMEasyTools generates tool schemas and executes function calls received from the LLM.

https://github.com/zby/LLMEasyTools

exo

Run your own AI cluster at home with everyday devices.

https://github.com/exo-explore/exo

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/

snakers4 / silero-vad

Silero VAD: pre-trained enterprise-grade Voice Activity Detector

https://github.com/snakers4/silero-vad

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

Resource management and generators in Python

The article explores resource management and cleanup behavior in Python generators, highlighting unexpected issues when generators are not fully consumed. It demonstrates various scenarios, including the use of context managers and the finally clause, to ensure proper cleanup and resource management in generator functions.

https://samgeo.codes/python-generator-cleanup/

kaskade

kaskade is a text user interface for kafka, which allows you to interact and consume topics from your terminal in style!

https://github.com/sauljabin/kaskade

Transcribing Audio with Python on Your Local Machine

If you don't want to pay for a service to transcribe your audio, you can generate it easily on your own machine with a little setup. Here's how.

https://www.jeremymorgan.com/tutorials/generative-ai/how-to-transcribe-audio

MobileLLM

MobileLLM Optimizing Sub-billion Parameter Language Models for On-Device Use Cases. In ICML 2024.

https://github.com/facebookresearch/MobileLLM