Orchestral replaces LangChain’s complexity with reproducible, provider-agnostic LLM orchestration

A new orchestration approach, called Orchestral, is betting that enterprises and researchers want a more integrated way to ...
GitHub

A python library for reading ISOBMFF (ISO base media file format) files.

ISOBMFF is a popular file format for encapsulating media content, including video, images, and audio. The format originated in Apple's QuickTime, but has been standardized (as ISO/IEC 14496-12:2022), ...
GitHub

LLM router and minimal agent framework in one.

Use any model and build agents in pure Python. Full control. Zero magic. LitAI is an LLM router (OpenAI format) and minimal agent framework. Chat with any model (ChatGPT, Anthropic, etc) in one line ...
InfoWorld

Get started with Python’s new native JIT

The native just-in-time compiler in Python 3.15 can speed up code by as much as 20% or more, although it’s still experimental. JITing, or “just-in-time” compilation, can make relatively slow ...
IEEE

Anda: Unlocking Efficient LLM Inference with a Variable-Length Grouped Activation Data Format

Abstract: The widely-used, weight-only quantized large language models (LLMs), which leverage low-bit integer (INT) weights and retain floating-point (FP) activations, reduce storage requirements ...